tag:blogger.com,1999:blog-82191133771735461752024-03-06T05:31:16.614+00:00GT's BlogCode snippets, technical articles, tips on computing and programming...GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.comBlogger298125tag:blogger.com,1999:blog-8219113377173546175.post-47281281554985784392023-07-09T20:25:00.002+01:002023-07-09T20:25:14.335+01:00How to reset “Replace Toner” warning on Brother MFC-L2710DW Printer<p><span style="font-size: medium;"><b>How to reset “Replace Toner” warning on Brother MFC-L2710DW Printer and print ~100 more pages without replacing the toner!</b></span></p><p><span style="font-size: medium;"><b> </b></span>
</p><ol style="text-align: left;"><li><p style="line-height: 100%; margin-bottom: 0in;"><span style="font-weight: normal;">Open</span>
the front cover.</p>
</li><li><p style="line-height: 100%; margin-bottom: 0in;">Press <b>Clear</b>
and <b>Stop/Exit</b> button simultaneously and press <b>Clear</b>
button once.</p>
</li><li><p style="line-height: 100%; margin-bottom: 0in;">It will show
the following on the display:</p><p style="line-height: 100%; margin-bottom: 0in; margin-left: 120px;"> <span style="font-family: Nimbus Mono PS;"><b>Reset Menu</b></span></p>
</li></ol>
<p style="line-height: 100%; margin-bottom: 0in;"><span style="font-family: Nimbus Mono PS;"><b>
<span> </span><span> </span><span> </span><span> </span><span> </span>K.TNR-STR</b></span></p>
<ol start="4"><li><p style="line-height: 100%; margin-bottom: 0in;">Press <b>UP</b>
arrow once. It will show “<span style="font-family: Nimbus Mono PS;"><b>K.TNR-HC</b></span>”.
Press <b>OK.</b></p>
</li><li><p style="line-height: 100%; margin-bottom: 0in;">Press <b>UP</b>
arrow for reset.</p>
</li><li><p style="line-height: 100%; margin-bottom: 0in;">Close the
cover. DONE!</p><p style="line-height: 100%; margin-bottom: 0in;"> </p><p style="line-height: 100%; margin-bottom: 0in;">NOW ENJOY! <br /></p>
</li></ol>
<p><style type="text/css">p { line-height: 115%; margin-bottom: 0.1in; background: transparent }</style></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-65916399799223489462023-04-23T20:01:00.003+01:002023-04-23T20:07:55.347+01:00Java PDF to Image Conversion using PDFBox<p>Here are few snippets of code that you can use to convert a PDF file to images eg: tiff, png, multi-page tiff. It uses a open source library <a href="https://pdfbox.apache.org/" target="_blank">PDFBox</a> version 3<br /></p><p>The Apache PDFBox<sup>®</sup> library is an open source Java tool for working with
PDF documents. This project allows creation of new PDF documents, manipulation of existing
documents and the ability to extract content from documents.</p><p>PDFBox comes with following features:</p><ul style="text-align: left;"><li>Extract Unicode text from PDF files.</li><li>Split a single PDF into many files or merge multiple PDF files.</li><li>Extract data from PDF forms or fill a PDF form.</li><li>Validate PDF files against the PDF/A-1b standard.</li><li>Print a PDF file using the standard Java printing API.</li><li>Save PDFs as image files, such as PNG or JPEG.</li><li>Create a PDF from scratch, with embedded fonts and images.</li></ul><h3 style="text-align: left;">Convert PDF to PNG/JPG/BMP etc: <span><a name='more'></a></span><br /></h3><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSeparateImageFiles</span>(File pdf<span style="color: #cc7832;">, </span>String type) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">RGB</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() + <br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-P-" </span>+ page + <span style="color: #6a8759;">"." </span>+ type)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageIO.<span style="font-style: italic;">write</span>(bim<span style="color: #cc7832;">, </span>type<span style="color: #cc7832;">, </span>outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br />}</div><p></p><h3 style="text-align: left;"><br /></h3><h3 style="text-align: left;">Convert PDF to PNG/JPG/BMP etc with compression <br /></h3><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSeparateImageFilesWithCompression</span>(File pdf<span style="color: #cc7832;">, </span>String type) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">RGB</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(type).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.6f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-compressed-P-" </span>+ page + <span style="color: #6a8759;">"." </span>+ type)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageOutputStream outputStream = <span style="color: #cc7832;">new </span>FileImageOutputStream(outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(outputStream)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>writer.write(<span style="color: #cc7832;">null, new </span>IIOImage(bim<span style="color: #cc7832;">, null, null</span>)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br />}</div><p> </p><h3 style="text-align: left;"> Convert PDF to single page tiff files</h3><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSinglePageTiffs</span>(File pdf) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">BINARY</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /><br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(<span style="color: #6a8759;">"tiff"</span>).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">// Compression Types: None, PackBits, ZLib, Deflate, LZW, JPEG and CCITT<br /></span><span style="color: grey;"> </span>params.setCompressionType(<span style="color: #6a8759;">"LZW"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.8f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-compressed-P-" </span>+ page + <span style="color: #6a8759;">".tif"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageOutputStream outputStream = <span style="color: #cc7832;">new </span>FileImageOutputStream(outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(outputStream)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.write(<span style="color: #cc7832;">null, new </span>IIOImage(bim<span style="color: #cc7832;">, null, null</span>)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br />}</div><p></p><p> </p><h3 style="text-align: left;">Convert PDF to a multi-page tiff file</h3><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToMultipageTiff</span>(File pdf<span style="color: #cc7832;">, </span>File outputTiff) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">GRAY</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> <span style="color: #cc7832;">try </span>(ImageOutputStream ios = ImageIO.<span style="font-style: italic;">createImageOutputStream</span>(outputTiff)) {<br /><br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(<span style="color: #6a8759;">"tiff"</span>).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(ios)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.prepareWriteSequence(<span style="color: #cc7832;">null</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">// Compression Types: None, PackBits, ZLib, Deflate, LZW, JPEG and CCITT<br /></span><span style="color: grey;"> </span>params.setCompressionType(<span style="color: #6a8759;">"LZW"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.8f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>IIOMetadata metadata = writer.getDefaultImageMetadata(<span style="color: #cc7832;">new </span>ImageTypeSpecifier(bim)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.writeToSequence(<span style="color: #cc7832;">new </span>IIOImage(bim<span style="color: #cc7832;">, null, </span>metadata)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br /> }<br />}</div><p> </p><h2 style="text-align: left;">Full code:</h2><p>Uses dependency:</p><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #e8bf6a;"><dependency><br /></span><span style="color: #e8bf6a;"> <groupId></span>org.apache.pdfbox<span style="color: #e8bf6a;"></groupId><br /></span><span style="color: #e8bf6a;"> <artifactId></span>pdfbox<span style="color: #e8bf6a;"></artifactId><br /></span><span style="color: #e8bf6a;"> <version></span>3.0.0-RC1<span style="color: #e8bf6a;"></version><br /></span><span style="color: #e8bf6a;"></dependency></span></div><p></p><p><br /></p><div style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt; white-space: pre;"><span style="color: #cc7832;">package </span>pdf<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>org.apache.pdfbox.Loader<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.apache.pdfbox.pdmodel.PDDocument<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.apache.pdfbox.rendering.ImageType<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.apache.pdfbox.rendering.PDFRenderer<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>javax.imageio.*<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>javax.imageio.metadata.IIOMetadata<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>javax.imageio.stream.FileImageOutputStream<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>javax.imageio.stream.ImageOutputStream<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.awt.image.BufferedImage<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.io.File<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">public class </span>PDFUtils {<br /><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">main</span>(String[] args) <span style="color: #cc7832;">throws </span>Exception {<br /> File pdf = <span style="color: #cc7832;">new </span>File(<span style="color: #6a8759;">"test.pdf"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="font-style: italic;">convertToSeparateImageFiles</span>(pdf<span style="color: #cc7832;">, </span><span style="color: #6a8759;">"png"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="font-style: italic;">convertToSeparateImageFilesWithCompression</span>(pdf<span style="color: #cc7832;">, </span><span style="color: #6a8759;">"jpg"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//tiff<br /></span><span style="color: grey;"> </span><span style="font-style: italic;">convertToSinglePageTiffs</span>(pdf)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="font-style: italic;">convertToMultipageTiff</span>(pdf<span style="color: #cc7832;">, new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"multi-page.tif"</span>))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span>}<br /><br /><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSeparateImageFiles</span>(File pdf<span style="color: #cc7832;">, </span>String type) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">RGB</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-P-" </span>+ page + <span style="color: #6a8759;">"." </span>+ type)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageIO.<span style="font-style: italic;">write</span>(bim<span style="color: #cc7832;">, </span>type<span style="color: #cc7832;">, </span>outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br />}<br /><br /><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSeparateImageFilesWithCompression</span>(File pdf<span style="color: #cc7832;">, </span>String type) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">RGB</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(type).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.6f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-compressed-P-" </span>+ page + <span style="color: #6a8759;">"." </span>+ type)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageOutputStream outputStream = <span style="color: #cc7832;">new </span>FileImageOutputStream(outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(outputStream)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>writer.write(<span style="color: #cc7832;">null, new </span>IIOImage(bim<span style="color: #cc7832;">, null, null</span>)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br />}<br /><br /><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToSinglePageTiffs</span>(File pdf) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">BINARY</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /><br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(<span style="color: #6a8759;">"tiff"</span>).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">// Compression Types: None, PackBits, ZLib, Deflate, LZW, JPEG and CCITT<br /></span><span style="color: grey;"> </span>params.setCompressionType(<span style="color: #6a8759;">"LZW"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.8f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>File outputFile = <span style="color: #cc7832;">new </span>File(pdf.getAbsoluteFile().getParent() +<br /> File.<span style="color: #9876aa; font-style: italic;">separator </span>+ pdf.getName() + <span style="color: #6a8759;">"-compressed-P-" </span>+ page + <span style="color: #6a8759;">".tif"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageOutputStream outputStream = <span style="color: #cc7832;">new </span>FileImageOutputStream(outputFile)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(outputStream)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.write(<span style="color: #cc7832;">null, new </span>IIOImage(bim<span style="color: #cc7832;">, null, null</span>)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br />}<br /><br /><span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">convertToMultipageTiff</span>(File pdf<span style="color: #cc7832;">, </span>File outputTiff) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="color: #cc7832;">int </span>DPI = <span style="color: #6897bb;">300</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>ImageType IMAGE_TYPE = ImageType.<span style="color: #9876aa; font-style: italic;">GRAY</span><span style="color: #cc7832;">;</span><span style="color: grey;">//This can be GRAY,ARGB,BINARY, BGR<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(PDDocument document = Loader.<span style="font-style: italic;">loadPDF</span>(pdf)) {<br /> <span style="color: #cc7832;">try </span>(ImageOutputStream ios = ImageIO.<span style="font-style: italic;">createImageOutputStream</span>(outputTiff)) {<br /><br /> ImageWriter writer = <span style="color: #cc7832;">null;<br /></span><span style="color: #cc7832;"> try </span>{<br /> writer = ImageIO.<span style="font-style: italic;">getImageWritersByFormatName</span>(<span style="color: #6a8759;">"tiff"</span>).next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.setOutput(ios)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.prepareWriteSequence(<span style="color: #cc7832;">null</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>ImageWriteParam params = writer.getDefaultWriteParam()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionMode(ImageWriteParam.<span style="color: #9876aa; font-style: italic;">MODE_EXPLICIT</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">// Compression Types: None, PackBits, ZLib, Deflate, LZW, JPEG and CCITT<br /></span><span style="color: grey;"> </span>params.setCompressionType(<span style="color: #6a8759;">"LZW"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>params.setCompressionQuality(<span style="color: #6897bb;">0.8f</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>PDFRenderer pdfRenderer = <span style="color: #cc7832;">new </span>PDFRenderer(document)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(<span style="color: #cc7832;">int </span>page = <span style="color: #6897bb;">0</span><span style="color: #cc7832;">; </span>page < document.getNumberOfPages()<span style="color: #cc7832;">; </span>page++) {<br /> BufferedImage bim = pdfRenderer.renderImageWithDPI(page<span style="color: #cc7832;">, </span>DPI<span style="color: #cc7832;">, </span>IMAGE_TYPE)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>IIOMetadata metadata = writer.getDefaultImageMetadata(<span style="color: #cc7832;">new </span>ImageTypeSpecifier(bim)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>writer.writeToSequence(<span style="color: #cc7832;">new </span>IIOImage(bim<span style="color: #cc7832;">, null, </span>metadata)<span style="color: #cc7832;">, </span>params)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> } <span style="color: #cc7832;">finally </span>{<br /> <span style="color: #cc7832;">if </span>(writer != <span style="color: #cc7832;">null</span>) {<br /> writer.dispose()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br /> }<br />}<br />}</div><p></p><p><br /></p><p> </p><p> </p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-49013766895240751262021-12-02T00:57:00.003+00:002021-12-02T00:57:26.927+00:00git reset/revert to previous commit<p>Sometimes we "accidentally" merge something that's not ready for release/qa and need to rollback/reset/revert the commits to a cleaner state.</p><p>Here's how you can safely reset your git to previous commit:</p><p>1) find the older commit id to where you want to reset.</p><p>2) do <span style="background-color: #eeeeee;"><span style="color: #444444;">git status</span></span> to confirm there are no uncommitted changes on the current branch </p><p>3) reset to a commit, <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: medium;">git reset --hard COMMIT_ID<br />git reset HEAD@{1}<br />git add .<br />git commit -m "reverting to commit COMMIT_ID"</span></pre><p>4) cherry pick or patch any other commit that you like to add</p><br />GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-56868778618346151412021-07-17T01:10:00.006+01:002021-07-17T01:14:45.692+01:00How to make integration tests faster without @DirtiesContext<p style="text-align: center;"><span style="font-size: x-small;"><b>If your only excuse to use @DirtiesContext is to re-initialize database between tests, then this blog post is for you.</b></span><br /></p><p>Spring's @DirtiesContext is very useful to make your integration tests faster by indicating the underlying Spring ApplicationContext is modified and forcing it to reload the context (<b>not the whole application)</b> between tests.</p><p>This is particularly useful when we want to reset the state of database between tests. This allows us to group many tests together in a same class so that we can easily share some test data, assertions etc. So your test code would look this this:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@SpringBootTest<br /></span><span style="color: #bbb529;">@DirtiesContext</span>(classMode = <span style="color: #9876aa; font-style: italic;">AFTER_EACH_TEST_METHOD</span>)<br /><span style="color: #cc7832;">class </span>SomeTest {<br /><br /> @Autowired SomeService <span style="color: #9876aa;">serv</span><span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>@Autowired DataCreator <span style="color: #9876aa;">dc</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@Test<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">void </span><span style="color: #ffc66d;">someTest1</span>() {<br /> <span style="color: grey;">//prepare data<br /></span><span style="color: grey;"> </span><span style="color: #9876aa;">dc</span>.initData()<span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//run test<br /></span><span style="color: grey;"> </span><span style="color: #9876aa;">serv</span>.modifySomeData()<span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//verify <br /></span><span style="color: grey;"> </span>}<br /><br /> <span style="color: #bbb529;">@Test<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">void </span><span style="color: #ffc66d;">someTest2</span>() {<br /> <span style="color: grey;">//prepare data<br /></span><span style="color: grey;"> </span><span style="color: #9876aa;">dc</span>.initData(<span style="color: #6897bb;">2</span>)<span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//run test<br /></span><span style="color: grey;"> </span><span style="color: #9876aa;">serv</span>.modifyAnotherData()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa;">serv</span>.doSomethingElse()<span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//verify <br /></span><span style="color: grey;"> </span>}<br />}</pre><h4 style="text-align: left;">Problem with @DirtiesContext <br /></h4><p>This has one major flaw though. By resetting the ApplicationContext, it would also drop all the databases and need to re-create them after every test. So, if the only reason to use @DirtiesContext is to reset the database, then there's a better way of doing this.</p><h4 style="text-align: left;">Is deleting records from all table not a good solution? <br /></h4><p>Correct. Deleting records is still a slow operation. When you have a good amount to test data, the @DirtiesContext can sometimes becomes faster than deleting the records one by one. Also, there's referential integrity between tables that enforces you to follow a series of deletes to first delete records from child tables and go up. <br /></p><p></p><h4 style="text-align: left;"><b>Table Truncate to the rescue</b></h4><p>Truncate (truncate table X) is faster way to delete records from database than deleting records. If we already know the list of table and join tables then we can loop through them and execute the TRUNCATE TABLE command. One advantage of this approach is that we can skip truncating some lookup tables that will always have constant records. <br /></p><h4 style="text-align: left;">How to Truncate H2 Tables:</h4><div style="text-align: left;">Note that before we execute the TRUNCATE TABLE we should disable the referential integrity.<br /></div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET REFERENTIAL_INTEGRITY FALSE</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">for </span>(String t : <span style="color: #9876aa;">tableNames</span>) {<br /> <span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">TRUNCATE TABLE </span><span style="color: #6a8759;">" </span>+ t ).executeUpdate()<span style="color: #cc7832;">;<br /></span>}<br /><span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET REFERENTIAL_INTEGRITY TRUE</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span></pre><h4 style="text-align: left;">Integrating everything together (<a href="https://github.com/gtiwari333/spring-boot-blog-app" target="_blank">Sample App @ GitHub</a>):</h4><p>TestDataManager <a href="https://blog.gtiwari333.com/2021/07/jpahibernate-get-find-all-table-and.html" target="_blank">to grab list of tables</a>, truncate and populate the test data: <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;"></span><span style="color: #cc7832;">import </span>gt.app.DataCreator<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>gt.app.config.MetadataExtractorIntegrator<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>lombok.<span style="color: #bbb529;">RequiredArgsConstructor</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.boot.Metadata<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.mapping.Collection<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.mapping.PersistentClass<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.beans.factory.InitializingBean<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.stereotype.<span style="color: #bbb529;">Service</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.transaction.annotation.<span style="color: #bbb529;">Transactional</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>javax.persistence.EntityManager<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.util.ArrayList<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.util.List<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@Service<br /></span><span style="color: #bbb529;">@RequiredArgsConstructor<br /></span><span style="color: #cc7832;">public class </span>TestDataManager <span style="color: #cc7832;">implements </span>InitializingBean {<br /> <span style="color: #cc7832;">final </span>EntityManager <span style="color: #9876aa;">em</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> final </span>DataCreator <span style="color: #9876aa;">dataCreator</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> private final </span>List<String> <span style="color: #9876aa;">tableNames </span>= <span style="color: #cc7832;">new </span>ArrayList<>()<span style="color: #cc7832;">; </span><span style="color: grey;">//shared<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #bbb529;">@Override<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">afterPropertiesSet</span>() {<br /> Metadata metadata = MetadataExtractorIntegrator.<span style="color: #9876aa; font-style: italic;">INSTANCE</span>.getMetadata()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(Collection persistentClass : metadata.getCollectionBindings()) {<br /> <span style="color: #9876aa;">tableNames</span>.add(persistentClass.getCollectionTable().getExportIdentifier())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #cc7832;">for </span>(PersistentClass persistentClass : metadata.getEntityBindings()) {<br /> <span style="color: #9876aa;">tableNames</span>.add(persistentClass.getTable().getExportIdentifier())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /><br /> <span style="color: #bbb529;">@Transactional<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">truncateTablesAndRecreate</span>() {<br /> truncateTables()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa;">dataCreator</span>.initData()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #cc7832;">void </span><span style="color: #ffc66d;">truncateTables</span>() {<br /> <span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET REFERENTIAL_INTEGRITY FALSE</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> for </span>(String tableName : <span style="color: #9876aa;">tableNames</span>) {<br /> <span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">TRUNCATE TABLE </span><span style="color: #6a8759;">" </span>+ tableName).executeUpdate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> <span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET REFERENTIAL_INTEGRITY TRUE</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}<br /></pre><p></p><p>Call the truncateTablesAndRecreate() @BeforeEach test<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@SpringBootTest<br /></span><span style="color: #cc7832;">class </span>WebAppIT {<br /><br /> <span style="color: #bbb529;">@Autowired<br /></span><span style="color: #bbb529;"> </span>TestDataManager tdm<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@BeforeEach<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">void resetDB</span>(){<br /> tdm.truncateTablesAndRecreate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /></pre><h2 style="text-align: left;"> </h2><h4 style="text-align: left;">This is awesome, how about other databases?<br /></h4><p><b>To get a List of tables: </b>You can rely on <a href="https://blog.gtiwari333.com/2021/07/jpahibernate-get-find-all-table-and.html" target="_blank">Hibernate's Metadata to grab list of table/join tables</a>. </p><p><b>Truncate command: </b>Each database has different command to set the referential integrity and truncate. This above example is for H2.</p><p>You can do the following for MySQL</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><br /><span style="color: grey;">//for MySQL:<br /></span><span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET @@foreign_key_checks = 0</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">for </span>(String tableName : <span style="color: #9876aa;">tableNames</span>) {<br /> <span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">TRUNCATE TABLE </span><span style="color: #6a8759;">" </span>+ tableName).executeUpdate()<span style="color: #cc7832;">;<br /></span>}<br /><span style="color: #9876aa;">em</span>.createNativeQuery(<span style="color: #6a8759;">"</span><span style="background-color: #364135; color: #6a8759;">SET @@foreign_key_checks = 1</span><span style="color: #6a8759;">"</span>).executeUpdate()<span style="color: #cc7832;">;<br /></span></pre><p></p><p>For other populate databases, you can take reference from Hibernate's Test code itself. They are available at:<a href="https://github.com/hibernate/hibernate-orm/tree/main/hibernate-testing/src/main/java/org/hibernate/testing/cleaner" target="_blank"> Hibernate GitHub</a>. The *Cleaner classes have code snippet that describes how to perform truncate on each database.<br /></p><h4 style="text-align: left;">How fast the tests ran after this update?</h4><p>Very fast! In a big application (Spring Boot, H2) with 62 tables and 315 tests that were using @DirtiesContext, we reduced our test execution time from 18 minutes to 4minutes.<br /></p><p></p><h4 style="text-align: left;"><span style="font-size: medium;"><b>Full working example is available <a href="https://github.com/gtiwari333/spring-boot-blog-app/blob/master/src/test/java/gt/app/frwk/TestDataManager.java" target="_blank">at this sample app</a>.</b></span></h4>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-71077837075577425492021-07-16T23:49:00.003+01:002021-07-16T23:49:32.848+01:00JPA/Hibernate get find all Table and Column metadata <div><h3 style="text-align: left;">How to use Hibernate Metadata to find All columns and tables<br /></h3><p>Getting the Hibernate's Metadata object into the Spring application is tricky. Luckily, Hibernate Provides an Integrator API (org.hibernate.integrator.spi.Integrator) that we can use to customize/interact with Hibernate. Its the same API that Caching, Bean Validation etc library uses to integrate with Hibernate. </p><p>Also, Spring Boot provides HibernatePropertiesCustomizer to link the 'hibernate.integrator_provider' property to Integrator implementation.</p><p>Here's how we can configure the Hibernate Integrator to read metadata.</p><h3 style="text-align: left;">Step 1) create a extractor implementation</h3><p>This class is a singleton class and does absolutely nothing other than exposing the Metadata and Database. Since this is singleton this class and the database, metadata objects can be statically accessed using MetadataExtractorIntegrator.INSTANCE<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #cc7832;">import </span>lombok.<span style="color: #bbb529;">Data</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.boot.Metadata<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.boot.model.relational.Database<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.engine.spi.SessionFactoryImplementor<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.integrator.spi.Integrator<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.service.spi.SessionFactoryServiceRegistry<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@Data<br /></span><span style="color: #cc7832;">public class </span>MetadataExtractorIntegrator <span style="color: #cc7832;">implements </span>Integrator {<br /><br /> <span style="color: #cc7832;">public static final </span>MetadataExtractorIntegrator <span style="color: #9876aa; font-style: italic;">INSTANCE </span>= <br /> <span style="color: #cc7832;">new </span>MetadataExtractorIntegrator()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> private </span>Database <span style="color: #9876aa;">database</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> private </span>Metadata <span style="color: #9876aa;">metadata</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@Override<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">integrate</span>(Metadata metadata<span style="color: #cc7832;">, </span>SessionFactoryImplementor sf<span style="color: #cc7832;">, <br /></span><span style="color: #cc7832;"> </span>SessionFactoryServiceRegistry sr) {<br /> <span style="color: #cc7832;">this</span>.<span style="color: #9876aa;">database </span>= metadata.getDatabase()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> this</span>.<span style="color: #9876aa;">metadata </span>= metadata<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #bbb529;">@Override<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">disintegrate</span>(SessionFactoryImplementor sf<span style="color: #cc7832;">, <br /></span><span style="color: #cc7832;"> </span>SessionFactoryServiceRegistry sr) {<br /> }<br />}</pre><h3 style="text-align: left;">Step 2) Register the Spring Hibernate Customizer</h3><p></p></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><br /><span style="color: #cc7832;">import </span>org.hibernate.jpa.boot.spi.IntegratorProvider<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.autoconfigure.orm.jpa.HibernatePropertiesCustomizer<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.context.annotation.<span style="color: #bbb529;">Configuration</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>java.util.List<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.util.Map<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@Configuration<br /></span><span style="color: #cc7832;">public class </span>HibernateConfig <span style="color: #cc7832;">implements </span>HibernatePropertiesCustomizer {<br /> <span style="color: #bbb529;">@Override<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">customize</span>(Map<String<span style="color: #cc7832;">, </span>Object> hibernateProps) {<br /> hibernateProps.put(<span style="color: #6a8759;">"hibernate.integrator_provider"</span><span style="color: #cc7832;">,<br /></span><span style="color: #cc7832;"> </span>(IntegratorProvider) () -> List.<span style="font-style: italic;">of</span>(MetadataExtractorIntegrator.<span style="color: #9876aa; font-style: italic;">INSTANCE</span>))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}<br /></pre><h3 style="text-align: left;">Step 3) Use MetadataExtractorIntegrator.metadata to extract the metadata</h3><p>This is a simple Spring Component that uses Metadata.getCollectionBindings and Metadata.getEntityBindings to extract the tables, columns, PK and type <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #cc7832;">import </span>lombok.<span style="color: #bbb529;">RequiredArgsConstructor</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>lombok.extern.slf4j.<span style="color: #bbb529;">Slf4j</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.boot.Metadata<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.hibernate.mapping.*<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.beans.factory.InitializingBean<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.stereotype.<span style="color: #bbb529;">Component</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>javax.persistence.EntityManager<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.util.Iterator<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@Component<br /></span><span style="color: #bbb529;">@RequiredArgsConstructor<br /></span><span style="color: #bbb529;">@Slf4j<br /></span><span style="color: #cc7832;">public class </span>DBMetadataReader <span style="color: #cc7832;">implements </span>InitializingBean {<br /> <span style="color: #cc7832;">final </span>EntityManager <span style="color: #9876aa;">em</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@Override<br /></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">afterPropertiesSet</span>() {<br /><br /> Metadata metadata = MetadataExtractorIntegrator.<span style="color: #9876aa; font-style: italic;">INSTANCE</span>.getMetadata()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//Collection tables<br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">for </span>(Collection c : metadata.getCollectionBindings()) {<br /> <span style="color: #9876aa; font-style: italic;">log</span>.info(<span style="color: #6a8759;">"Collection table: {}"</span><span style="color: #cc7832;">, </span>c.getCollectionTable().getQualifiedTableName())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> for </span>(Iterator<Column> it = c.getCollectionTable().getColumnIterator()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>it.hasNext()<span style="color: #cc7832;">; </span>) {<br /> Column property = it.next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">log</span>.info(<span style="color: #6a8759;">" {} {} "</span><span style="color: #cc7832;">, </span>property.getName()<span style="color: #cc7832;">, </span>property.getSqlType())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /><br /> <span style="color: grey;">//all entities<br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">for </span>(PersistentClass pc : metadata.getEntityBindings()) {<br /> Table table = pc.getTable()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">log</span>.info(<span style="color: #6a8759;">"Entity: {} - {}"</span><span style="color: #cc7832;">, </span>pc.getClassName()<span style="color: #cc7832;">, </span>table.getName())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>KeyValue identifier = pc.getIdentifier()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//PK<br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">for </span>(Iterator<Selectable> it = identifier.getColumnIterator()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>it.hasNext()<span style="color: #cc7832;">; </span>) {<br /> Column column = (Column) it.next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">log</span>.info(<span style="color: #6a8759;">" PK: {} {}"</span><span style="color: #cc7832;">, </span>column.getName()<span style="color: #cc7832;">, </span>column.getSqlType())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: grey;">//property/columns<br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">for </span>(Iterator it = pc.getPropertyIterator()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>it.hasNext()<span style="color: #cc7832;">; </span>) {<br /> Property property = (Property) it.next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(Iterator columnIterator = property.getColumnIterator()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>columnIterator.hasNext()<span style="color: #cc7832;">; </span>) {<br /> Column column = (Column) columnIterator.next()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">log</span>.info(<span style="color: #6a8759;">" {} {}"</span><span style="color: #cc7832;">, </span>column.getName()<span style="color: #cc7832;">, </span>column.getSqlType())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /> }<br /> }<br />}</pre><h3 style="text-align: left;">Example Project:</h3><p>Checkout my <a href="https://github.com/gtiwari333/spring-boot-blog-app" target="_blank">sample github project </a>and <a href="https://github.com/gtiwari333/spring-boot-blog-app/blob/master/src/test/java/gt/app/config/DBMetadataReader.java" target="_blank">the source</a> for working example<br /></p><p><br /></p><p><br /></p></div>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-73152428487740971812021-07-08T04:44:00.005+01:002021-07-10T07:08:07.033+01:00SpringFox Swagger with Groovy - fixing slow startup / heap space error<h4 style="text-align: center;">Story of how we reduced app startup time by 20x and heap usage by 7x<br></h4><p>Few months ago, we started developing a <a href="https://spring.io/projects/spring-boot" target="_blank">Spring Boot</a> app in Groovy. It is a typical app with ton of CRUD logic and few REST endpoints. It also had a Swagger UI configured with <a href="https://github.com/springfox/springfox" target="_blank">SpringFox Swagger</a>. Though it was taking ~35 seconds to start and taking ~700MB heap space, no-one in the team really cared about the slowness and memory usage of the application.</p><p></p><p>As our application grew bigger, we added more DB tables and endpoints which resulted in further slowness and required more heap space. It was ~3 minutes startup with almost 1.4GB heap at its worst state. Again no-one really bothered to fix it... until the application randomly failed to start and started crashing randomly with OutOfMemoryError.<br></p><h3 style="text-align: left;"><br></h3><h3 style="text-align: left;">Problem Identification: Thread Dump using IntelliJ <br></h3><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><img alt="" height="205" 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" style="margin-left: auto; margin-right: auto;" width="640"></td></tr><tr><td class="tr-caption" style="text-align: center;">The IntelliJ thread-dump showing the main thread always stuck at springfox</td></tr></tbody></table><p>I started the application in debug mode in IntelliJ and took thread dump several times to see what's the main thread is doing. I found that in all thread dumps, the main thread was stuck around springfox.documentation.spring.web.readers.parameter.ModelAttributeParameterExpander.expand() method. <br></p><p> </p><p>So, I dig into the ModelAttributeParameterExpander#expand() method was able to quickly confirm that it was trying to expand the fields from the @ModelAttribute to render into the Swagger UI - which is exposed in a JSON endpoint host:port/v3/api-docs. </p>Once the application started (after about 3 mins), I opened up the host:port/v3/api-docs endpoint locally and amazed by the size of JSON response. It WAS 1240MB! That explained why Swagger UI used to take longer. <h3 style="text-align: left;"><br></h3><h3 style="text-align: left;">Problem Isolation: <br></h3><p>To isolate the problem, I commented out all the endpoints that's using @ModelAttribute and just like I expected, <b>the app started within 9 seconds, took about 200MB heap, the swagger UI loaded within one second, the host:port/v3/api-docs endpoint response was about 20KB.</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/test"</span>)<br><span style="color: #cc7832;">void </span>test(<span style="color: #bbb529;">@ModelAttribute </span>A a) { //commented out all the endpoints to isolate problem</pre><p></p><p>Then I dig through the code inside ModelAttributeParameterExpander#expand() and I found that its collecting all the fields and properties inside the @ModelAttribute class and recursively calls the expand() method for all the sub-fields and properties. <br></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">public </span>List<Compatibility<Parameter<span style="color: #cc7832;">, </span>RequestParameter>> <span style="color: #ffc66d;">expand</span>(ExpansionContext context) {<br> List<Compatibility<Parameter<span style="color: #cc7832;">, </span>RequestParameter>> parameters = <span style="color: #cc7832;">new </span>ArrayList()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"> </span>Set<PropertyDescriptor> propertyDescriptors = <span style="color: #cc7832;">this</span>.propertyDescriptors(context.getParamType().getErasedType())<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"> </span>Map<Method<span style="color: #cc7832;">, </span>PropertyDescriptor> propertyLookupByGetter = <span style="color: #cc7832;">this</span>.propertyDescriptorsByMethod(context.getParamType().getErasedType()<span style="color: #cc7832;">, </span>propertyDescriptors)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"> </span>Iterable<ResolvedMethod> getters = (Iterable)<span style="color: #cc7832;">this</span>.<span style="color: #9876aa;">accessors</span>.in(context.getParamType()).stream().filter(<span style="color: #cc7832;">this</span>.onlyValidGetters(propertyLookupByGetter.keySet())).collect(Collectors.<span style="font-style: italic;">toList</span>())<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"> ... </span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>Stream<ModelAttributeField> collectionTypes = attributes.stream().filter(<span style="color: #cc7832;">this</span>.isCollection().and(<span style="color: #cc7832;">this</span>.recursiveCollectionItemType(context.getParamType()).negate()))<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"> </span>collectionTypes.forEachOrdered((each) -> {<br> <span> </span><span> </span>....<br> <span style="color: #b389c5;">parameters</span>.addAll(<span style="color: #cc7832;">this</span>.expand(childContext))<span style="color: #cc7832;">; //nested</span></pre><p></p><p>I dig further and found that it was grabing the getMetaClass method generated by Groovy and recursively looking at all the get* methods and the parameters inside MetaClass class.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">public static class </span>MyClass <span style="color: #cc7832;">implements </span>GroovyObject {<br> //..fields<br><br> <span style="color: #bbb529;">@Generated<br></span><span style="color: #bbb529;"> @Internal<br></span><span style="color: #bbb529;"> @Transient<br></span><span style="color: #bbb529;"> </span><span style="color: #cc7832;">public </span>MetaClass <span style="color: #ffc66d;">getMetaClass</span>() { //this was treated as class property</pre><p>MetaClass: it contains several get* method. All of them were processed by Swagger<br></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">public interface </span>MetaClass <span style="color: #cc7832;">extends </span>MetaObjectProtocol {<br> Object <span style="color: #ffc66d;">invokeMethod</span>(Class var1<span style="color: #cc7832;">, </span>Object var2<span style="color: #cc7832;">, </span>String var3<span style="color: #cc7832;">, </span>Object[] var4<span style="color: #cc7832;">, boolean </span>var5<span style="color: #cc7832;">, boolean </span>var6)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>Object <span style="color: #ffc66d;">getProperty</span>(Class var1<span style="color: #cc7832;">, </span>Object var2<span style="color: #cc7832;">, </span>String var3<span style="color: #cc7832;">, boolean </span>var4<span style="color: #cc7832;">, boolean </span>var5)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> void </span><span style="color: #ffc66d;">setProperty</span>(Class var1<span style="color: #cc7832;">, </span>Object var2<span style="color: #cc7832;">, </span>String var3<span style="color: #cc7832;">, </span>Object var4<span style="color: #cc7832;">, boolean </span>var5<span style="color: #cc7832;">, boolean </span>var6)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>Object <span style="color: #ffc66d;">invokeMissingMethod</span>(Object var1<span style="color: #cc7832;">, </span>String var2<span style="color: #cc7832;">, </span>Object[] var3)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>Object <span style="color: #ffc66d;">invokeMissingProperty</span>(Object var1<span style="color: #cc7832;">, </span>String var2<span style="color: #cc7832;">, </span>Object var3<span style="color: #cc7832;">, boolean </span>var4)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>Object <span style="color: #ffc66d;">getAttribute</span>(Class var1<span style="color: #cc7832;">, </span>Object var2<span style="color: #cc7832;">, </span>String var3<span style="color: #cc7832;">, boolean </span>var4)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> void </span><span style="color: #ffc66d;">setAttribute</span>(Class var1<span style="color: #cc7832;">, </span>Object var2<span style="color: #cc7832;">, </span>String var3<span style="color: #cc7832;">, </span>Object var4<span style="color: #cc7832;">, boolean </span>var5<span style="color: #cc7832;">, boolean </span>var6)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> void </span><span style="color: #ffc66d;">initialize</span>()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>List<MetaProperty> <span style="color: #ffc66d;">getProperties</span>()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>List<MetaMethod> <span style="color: #ffc66d;">getMethods</span>()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>ClassNode <span style="color: #ffc66d;">getClassNode</span>()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>List<MetaMethod> <span style="color: #ffc66d;">getMetaMethods</span>()<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> int </span><span style="color: #ffc66d;">selectConstructorAndTransformArguments</span>(<span style="color: #cc7832;">int </span>var1<span style="color: #cc7832;">, </span>Object[] var2)<span style="color: #cc7832;">;<br></span><span style="color: #cc7832;"><br></span><span style="color: #cc7832;"> </span>MetaMethod <span style="color: #ffc66d;">pickMethod</span>(String var1<span style="color: #cc7832;">, </span>Class[] var2)<span style="color: #cc7832;">;<br></span>}</pre><p></p><h3 style="text-align: left;"><br></h3><h3 style="text-align: left;">Solution:</h3><p>I found that there were <a href="https://github.com/springfox/springfox/issues?q=metaclass" target="_blank">few discussions already in springfox </a>GitHub project and <a href="https://github.com/springfox/springfox/issues/752" target="_blank">solution was also discussed</a>. The solution is to configure the Docket object to ignore MetaClass class using ignoredParameterTypes() method:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"> <span style="color: #bbb529;">@Bean<br></span><span style="color: #bbb529;"> </span>Docket docket(){<br> <span style="color: #cc7832;">new </span>Docket(DocumentationType.<span style="color: #9876aa; font-style: italic;">OAS_30</span>)<br> .ignoredParameterTypes(MetaClass)<br> }<br><br>}</pre><p>Now the application takes about 9 seconds to start and takes about 200MB heap space. That was a great reduction from 3min/1.4GB.<br></p><p></p><h3 style="text-align: left;"><br></h3><h3 style="text-align: left;">Reproducible example:</h3><p>The following simple app was taking 10 seconds to start, the http://localhost:8080/v3/api-docs returns 58.5MB JSON response. Once I comment out the test method and rerun it just takes 1.7 seconds. Also, the http://localhost:8080/v3/api-docs returns 5KB JSON response.<br></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">package </span>gt.swagger.demo<br><br><span style="color: #cc7832;">import </span>org.springframework.boot.SpringApplication<br><span style="color: #cc7832;">import </span>org.springframework.boot.autoconfigure.<span style="color: #bbb529;">SpringBootApplication</span><br><span style="color: #cc7832;">import </span>org.springframework.web.bind.annotation.*<br><span style="color: #cc7832;">import </span>springfox.documentation.swagger2.annotations.<span style="color: #bbb529;">EnableSwagger2<br></span><span style="color: #bbb529;"><br></span><span style="color: #bbb529;">@SpringBootApplication<br></span><span style="color: #bbb529;">@EnableSwagger2<br></span><span style="color: #cc7832;">class </span>SwaggerTestApp {<br> <span style="color: #cc7832;">static void </span>main(String[] args) {<br> SpringApplication.<span style="color: #9876aa; font-style: italic;">run</span>(SwaggerTestApp, args)<br> }<br>}<br><br><span style="color: #bbb529;">@RestController<br></span><span style="color: #cc7832;">class </span>Controller {<br><br> <span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/test"</span>)<br> <span style="color: #cc7832;">void </span>test(<span style="color: #bbb529;">@ModelAttribute </span>A a) {<br> }<br><br> <span style="color: #cc7832;">static class </span>A {<br> String <span style="color: #9876aa;">a</span><span style="color: #9876aa;"><br></span><span style="color: #9876aa;"> </span>}<br>}<br><br></pre><p>When I add more endpoints with @ModelAttribute or when I nest the 'A' class with class B, the application starts taking a lot of time to start and takes up more heap space </p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">static class </span>A {<br> String <span style="color: #9876aa;">a<br></span><span style="color: #9876aa;"> </span>B <span style="color: #9876aa;">b1</span>, <span style="color: #9876aa;">b2</span>, <span style="color: #9876aa;">b3</span>, <span style="color: #9876aa;">b4</span>, <span style="color: #9876aa;">b5</span> ,<span style="color: #9876aa;">b6</span>, <span style="color: #9876aa;">b7</span>, <span style="color: #9876aa;">b8</span>, <span style="color: #9876aa;">b9</span><span style="color: #9876aa;"></span><span style="color: #9876aa;"><br></span>}<br><br><span style="color: #cc7832;">static class </span>B {<br> String <span style="color: #9876aa;">b<br></span>}</pre><p>The problem can be solved by configuring the following bean:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@Configuration<br></span><span style="color: #cc7832;">class </span>SwaggerConfig {<br><br> <span style="color: #bbb529;">@Bean<br></span><span style="color: #bbb529;"> </span>Docket docket(){<br> <span style="color: #cc7832;">new </span>Docket(DocumentationType.<span style="color: #9876aa; font-style: italic;">OAS_30</span>)<br> .ignoredParameterTypes(MetaClass)<br> }<br><br>}</pre><p>POM.xml:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><?</span><span style="color: #bababa;">xml version</span><span style="color: #6a8759;">="1.0" </span><span style="color: #bababa;">encoding</span><span style="color: #6a8759;">="UTF-8"</span><span style="color: #e8bf6a;">?><br></span><span style="color: #e8bf6a;"><project </span><span style="color: #bababa;">xmlns</span><span style="color: #6a8759;">="http://maven.apache.org/POM/4.0.0" </span><span style="color: #bababa;">xmlns:</span><span style="color: #9876aa;">xsi</span><span style="color: #6a8759;">="http://www.w3.org/2001/XMLSchema-instance"<br></span><span style="color: #6a8759;"> </span><span style="color: #9876aa;">xsi</span><span style="color: #bababa;">:schemaLocation</span><span style="color: #6a8759;">="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd"</span><span style="color: #e8bf6a;">><br></span><span style="color: #e8bf6a;"> <modelVersion></span>4.0.0<span style="color: #e8bf6a;"></modelVersion><br></span><span style="color: #e8bf6a;"> <parent><br></span><span style="color: #e8bf6a;"> <groupId></span>org.springframework.boot<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>spring-boot-starter-parent<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> <version></span>2.5.2<span style="color: #e8bf6a;"></version><br></span><span style="color: #e8bf6a;"> <relativePath/> </span><span style="color: grey;"><!-- lookup parent from repository --><br></span><span style="color: grey;"> </span><span style="color: #e8bf6a;"></parent><br></span><span style="color: #e8bf6a;"> <groupId></span>gt.swagg<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>sb25-swagger3<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> <version></span>0.0.1-SNAPSHOT<span style="color: #e8bf6a;"></version><br></span><span style="color: #e8bf6a;"> <packaging></span>jar<span style="color: #e8bf6a;"></packaging><br></span><span style="color: #e8bf6a;"><br></span><span style="color: #e8bf6a;"> <properties><br></span><span style="color: #e8bf6a;"> <java.version></span>11<span style="color: #e8bf6a;"></java.version><br></span><span style="color: #e8bf6a;"> </properties><br></span><span style="color: #e8bf6a;"><br></span><span style="color: #e8bf6a;"> <dependencies><br></span><span style="color: #e8bf6a;"> <dependency><br></span><span style="color: #e8bf6a;"> <groupId></span>org.springframework.boot<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>spring-boot-starter-web<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> </dependency><br></span><span style="color: #e8bf6a;"> <dependency><br></span><span style="color: #e8bf6a;"> <groupId></span>io.springfox<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>springfox-boot-starter<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> <version></span>3.0.0<span style="color: #e8bf6a;"></version><br></span><span style="color: #e8bf6a;"> </dependency><br></span><span style="color: #e8bf6a;"> <dependency><br></span><span style="color: #e8bf6a;"> <groupId></span>org.codehaus.groovy<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>groovy<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> </dependency></span><span style="color: #e8bf6a;"><br></span><span style="color: #e8bf6a;"> </dependencies><br></span><span style="color: #e8bf6a;"><br></span><span style="color: #e8bf6a;"> <build><br></span><span style="color: #e8bf6a;"> <plugins><br></span><span style="color: #e8bf6a;"> <plugin><br></span><span style="color: #e8bf6a;"> <groupId></span>org.springframework.boot<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>spring-boot-maven-plugin<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> </plugin><br></span><span style="color: #e8bf6a;"> <plugin><br></span><span style="color: #e8bf6a;"> <groupId></span>org.codehaus.gmavenplus<span style="color: #e8bf6a;"></groupId><br></span><span style="color: #e8bf6a;"> <artifactId></span>gmavenplus-plugin<span style="color: #e8bf6a;"></artifactId><br></span><span style="color: #e8bf6a;"> <version></span>1.11.0<span style="color: #e8bf6a;"></version><br></span><span style="color: #e8bf6a;"> <executions><br></span><span style="color: #e8bf6a;"> <execution><br></span><span style="color: #e8bf6a;"> <goals><br></span><span style="color: #e8bf6a;"> <goal></span>addSources<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>addTestSources<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>generateStubs<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>compile<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>generateTestStubs<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>compileTests<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>removeStubs<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> <goal></span>removeTestStubs<span style="color: #e8bf6a;"></goal><br></span><span style="color: #e8bf6a;"> </goals><br></span><span style="color: #e8bf6a;"> </execution><br></span><span style="color: #e8bf6a;"> </executions><br></span><span style="color: #e8bf6a;"> </plugin><br></span><span style="color: #e8bf6a;"> </plugins><br></span><span style="color: #e8bf6a;"> </build><br></span><span style="color: #e8bf6a;"></project><br></span></pre><p> </p><h3 style="text-align: left;">Lesson learned:</h3><p>- Pay attention on why your application is starting slow. Even a small mis-configuration like this might use up lots of resources<br></p><p>- Developer hour cost $$$. Make sure developers are not burning $$$ on non-trivial things like the slow application start</p><p>- Focus on how to increase developer productivity. I have seen devs compiling the whole project after every change to test it. Watch/educate developers to see if they are using the tools correctly<br></p><p>- Java/JVM is fast. Like every other programming language, developers can misuse/misconfigure it to make it slow</p><p>- etc <br></p><p><br></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-18987131437857847762021-07-02T19:12:00.003+01:002021-07-02T19:12:28.260+01:00GIT write useful commit messages<p>What's harder than choosing a variable name? IMO its composing a perfect code comment and commit message. Today we will discuss some bad commit messages, why they are bad and what we can do to improve those? <br /></p><p>You made all the code updates, wrote tests and now its time to commit them with a commit message. Is "Code Updated" a sufficient? What about "Issue fixed"? Just imagine yourself reading the commit message some time later. Just like code comment, commit message should add context about why the code update was necessary? </p><p>A good commit message helps a future developer(it might be you) to reestablish the context around a piece of code whenever the developer needs to dig through the history to find out why the code was changed. It also helps the code reviewer to what to expect on the code.<br /></p><p>Unless your team follows squash merge (where all the individual commits in the PR are combined and the person merging the PR can put a single/meaningful commit message) you should pay extra attention when choosing. Commit messages like the following add no value. A good developer should never write these kind of commit messages.<br /></p><h4 style="text-align: left;">Bad commit messages(taken from real life examples): </h4><ul style="text-align: left;"><li> issue fix</li><li> more changes <br /></li><li> logic updated</li><li> updated code again</li><li> added import function</li><li> updated dialog box UI</li><li> deleted column<br /></li></ul><p></p><h4 style="text-align: left;">Good practices:</h4><h3 style="text-align: left;">Describe why the code was updated?</h3><p><b>"Issue fix" </b>doesn't indicate which issue number and what was the cause of issue? <b>"Logic updated"</b> is super obvious and serves no purpose. <b>"updated dialog box UI"</b> doesn't indicate which dialog box and why it was updated. <b>"added import function"</b> doesn't indicate which data type does it import?<br /></p><h3 style="text-align: left;">Refer the Issue/Jira/Story number</h3><p>All the code changes should be followed by a Jira/Story created by someone. Noone should just go ahead and make a arbitrary code change. Most of the git providers (github, bitbucket, gitlab etc) support hyperlinking of Jira/Issue number from commit message. eg: UI_APP:4555 Fixed broken button on IE9 caused by unsupported JS function<br /></p><h3 style="text-align: left;">Commit frequency: per logical change</h3><p>Its good to do a new commit per logical change. eg: do a commit once the functional piece is working: <br /></p><ul style="text-align: left;"><li>new column 'purchase_amount' added on table <br /></li><li>updated the backend to save new purchase_amount column</li><li>updated UI to display new column</li></ul><p>For bigger update, use a heading and bullet points. The header can be short.<br /></p><h3 style="text-align: left;">Commit frequency: commit often to have a periodic checkpoint</h3><p>Imagine you are working on a BIG feature where you modified several files. At some point you are able to make few things working (point X). But when you work on additional changes the things that worked earlier started breaking. Later you are in a position where you don't know how to revert the new changes to get back to the point X where few things were function. If you had committed your changes at point X, it would have made it super easy to revert local changes to that point.</p><h3 style="text-align: left;">Few good examples: <br /></h3><ul style="text-align: left;"><li>dialog box UI updated to support multiple callback functions on both Cancel and Save event –><b> instead of updated dialog box ui </b> </li><li>removed the employer contribution period field as we're no longer using it –> <b>instead of removed employer contribution period field </b></li><li>add member import function for the employer user –> <b>instead of added import function </b></li></ul><p> </p><p> </p><p> </p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-5804690224872972382021-06-14T19:55:00.000+01:002022-08-15T23:32:53.915+01:00KeyCloak docker-compose import realm file<h4 style="text-align: left;">Example of docker-compose for keycloak 18 with ability to import a realm file:</h4><p>It assumes the realm-export.json file is in /PATH_OF_realm-export.json_FILE/</p><p><br /></p><p>docker-compose.yml:<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #cc7832;">version</span>: <span style="color: #6a8759;">'3'<br /></span><span style="color: #cc7832;">services</span>:<br /> <span style="color: #cc7832;">keycloak</span>:<br /> <span style="color: #cc7832;">image</span>: <span style="color: #6a8759;">'quay.io/keycloak/keycloak:18.0.2'<br /></span><span style="color: #6a8759;"> </span><span style="color: #cc7832;">container_name</span>: keycloak<br /> <span style="color: #cc7832;">command</span>: [ <span style="color: #6a8759;">'start-dev --import-realm' </span>]<br /> <span style="color: #cc7832;">environment</span>:<br /> - KEYCLOAK_DB=dev-file<br /> - KEYCLOAK_ADMIN=admin<br /> - KEYCLOAK_ADMIN_PASSWORD=admin<br /> - KEYCLOAK_FEATURES=scripts<br /> - KEYCLOAK_HTTP_PORT=8080<br /> <span style="color: #cc7832;">volumes</span>:<br /> - /PATH_OF_realm-export.json_FILE/:/opt/keycloak/data/import<br /> <span style="color: #cc7832;">ports</span>:<br /> - 8082:8080<br /><br /></pre><p></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-87048848402996964472021-05-13T00:59:00.000+01:002022-08-15T23:33:17.986+01:00Kafka - a working docker-compose <p>Here's a working docker-compose that runs zookeeper, kafka and kafka-ui in same network.<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">version</span>: <span style="color: #6a8759;">'3.8'<br /></span><span style="color: #cc7832;">services</span>:<br /><br /> <span style="color: #cc7832;">zookeeper</span>:<br /> <span style="color: #cc7832;">container_name</span>: zookeeper<br /> <span style="color: #cc7832;">image</span>: confluentinc/cp-zookeeper:latest<br /> <span style="color: #cc7832;">hostname</span>: zookeeper<br /> <span style="color: #cc7832;">restart</span>: always<br /> <span style="color: #cc7832;">environment</span>:<br /> <span style="color: #cc7832;">ZOOKEEPER_SERVER_ID</span>: 1<br /> <span style="color: #cc7832;">ZOOKEEPER_CLIENT_PORT</span>: 2181<br /> <span style="color: #cc7832;">ZOOKEEPER_TICK_TIME</span>: 2000<br /> <span style="color: #cc7832;">ZOOKEEPER_INIT_LIMIT</span>: 5<br /> <span style="color: #cc7832;">ZOOKEEPER_SYNC_LIMIT</span>: 2<br /> <span style="color: #cc7832;">ports</span>:<br /> - 2181:2181<br /><br /> <span style="color: #cc7832;">kafka</span>:<br /> <span style="color: #cc7832;">container_name</span>: kafka<br /> <span style="color: #cc7832;">image</span>: confluentinc/cp-kafka:latest<br /> <span style="color: #cc7832;">depends_on</span>:<br /> - zookeeper<br /> <span style="color: #cc7832;">restart</span>: always<br /> <span style="color: #cc7832;">environment</span>:<br /> <span style="color: #cc7832;">KAFKA_BROKER_ID</span>: 1<br /> <span style="color: #cc7832;">KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR</span>: 1<br /> <span style="color: #cc7832;">KAFKA_ZOOKEEPER_CONNECT</span>: zookeeper:2181<br /> <span style="color: #cc7832;">KAFKA_ADVERTISED_LISTENERS</span>: PLAINTEXT://localhost:9092,RMOFF_DOCKER_HACK://kafka:9093<br /> <span style="color: #cc7832;">KAFKA_LISTENERS</span>: PLAINTEXT://:9092,RMOFF_DOCKER_HACK://:9093<br /> <span style="color: #cc7832;">KAFKA_LISTENER_SECURITY_PROTOCOL_MAP</span>: PLAINTEXT:PLAINTEXT,RMOFF_DOCKER_HACK:PLAINTEXT<br /> <span style="color: #cc7832;">KAFKA_INTER_BROKER_LISTENER_NAME</span>: RMOFF_DOCKER_HACK<br /> <span style="color: #cc7832;">ports</span>:<br /> - 9092:9092<br /><br /> <span style="color: #cc7832;">kouncil</span>:<br /> <span style="color: #cc7832;">container_name</span>: kouncil<br /> <span style="color: #cc7832;">image</span>: consdata/kouncil:latest<br /> <span style="color: #cc7832;">restart</span>: always<br /> <span style="color: #cc7832;">depends_on</span>:<br /> - kafka<br /> <span style="color: #cc7832;">environment</span>:<br /> <span style="color: #cc7832;">bootstrapServers</span>: kafka:9093<br /> <span style="color: #cc7832;">BOOTSTRAPSERVERS</span>: kafka:9093<br /> <span style="color: #cc7832;">BOOTSTRAP_SERVERS</span>: kafka:9093<br /> <span style="color: #cc7832;">ports</span>:<br /> - 8888:8080<br /></pre><p> </p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-42084821897585456762021-04-18T17:54:00.005+01:002021-04-18T17:57:07.070+01:00Spring Boot - shutdown and restart application programmatically<p>Today we will be discussing how to shutdown and restart a Spring application programmatically.</p><h3 style="text-align: left;">1) New Project<br /></h3><p>First let's create a simple spring boot app with web dependency so that we can setup an endpoint to trigger the shutdown and restart. Let's head over to https://start.spring.io/ and choose web and other dependencies that you need<br /></p><h3 style="text-align: left;">2) Few words about ApplicationContext and ConfigurableApplicationContext</h3><p>ApplicationContext is the central interface that represents the Spring IoC
container and is responsible for instantiating, configuring, and assembling the
beans. ConfigurableApplicationContext is another interface that extends ApplicationContext and provides facilities to configure refresh, startup & shutdown of the application and allows registration of custom listeners to respond to those events.</p><h3 style="text-align: left;">3) Let's code!</h3><h4 style="text-align: left;">3.1) Simple App</h4><p>Run the application and store ConfigurableApplicationContext in a static variable appCtx so that we can use it later<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">import </span>org.springframework.boot.SpringApplication<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.autoconfigure.<span style="color: #bbb529;">SpringBootApplication</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.context.ConfigurableApplicationContext<span style="color: #cc7832;">;</span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@SpringBootApplication<br /></span><span style="color: #cc7832;">public class </span>App {<br /><br /> <span style="color: #cc7832;">static </span>ConfigurableApplicationContext <span style="color: #9876aa; font-style: italic;">appCtx</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> public static void </span><span style="color: #ffc66d;">main</span>(String[] args) {<br /> <span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span>args)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}</pre><h4 style="text-align: left;">3.2) Shutdown - call ConfigurableApplicationContext.close() <br /></h4><p>This closes the application context, releasing all resources and locks that the implementation might hold. This includes destroying all cached singleton beans.<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">static void </span><span style="color: #ffc66d;">shutdown</span>() {<br /> <span style="color: #9876aa; font-style: italic;">appCtx</span>.close()<span style="color: #cc7832;">;<br /></span>}</pre><h4 style="text-align: left;">3.3) Restart</h4><p>We know how to stop and start the application. To stop, we can simply do:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #9876aa; font-style: italic;">appCtx</span>.close()<span style="color: #cc7832;">;<br /></span></pre><p>And to start, we can simply call the SpringApplication.run(..)</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span><span style="color: #b389c5;">args</span>)<span style="color: #cc7832;">;<br /></span></pre><p>But the catch here is, appCtx.close() would exit the application and the SpringApplication.run(..) won't be able to run</p><p>So, a solution would be to use Daemon Thread to shutdown and start the application. Daemon thread is a type of thread that can run independently in the background(independent of the main thread). </p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;">Thread t = <span style="color: #cc7832;">new </span>Thread(() -> {<br /> <span style="color: #9876aa; font-style: italic;">appCtx</span>.close()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(...)<span style="color: #cc7832;">;<br /></span>})<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span>t.setDaemon(<span style="color: #cc7832;">false</span>)<span style="color: #cc7832;">;<br /></span>t.start()<span style="color: #cc7832;">;</span></pre><p><br /></p><h4 style="text-align: left;">3.4) Passing the original program arguments<br /></h4><p>We may want to use the original arguments that were passed to run method when we restart the application. <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"> SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span>args)<span style="color: #cc7832;">;</span></pre><p>We can do that by either storing String[] args in a static variable or use ApplicationArguments bean that Spring Boot creates to store the arguments.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;">var args = <span style="color: #9876aa; font-style: italic;">appCtx</span>.getBean(ApplicationArguments.<span style="color: #cc7832;">class</span>)<span style="color: #cc7832;">;</span><span style="color: #cc7832;"> //retrieve<br /></span><span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span><span style="color: #b389c5;">args</span>.getSourceArgs())<span style="color: #cc7832;">; //pass</span></pre><h4 style="text-align: left;"><br /></h4><h4 style="text-align: left;">3.5) Web endpoints to trigger the shutdown and restart</h4><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@RestController<br /></span><span style="color: #cc7832;">class </span>Ctrl {<br /><br /> <span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/shutdown"</span>)<br /> <span style="color: #cc7832;">void </span><span style="color: #ffc66d;">shutdown</span>() {<br /> App.<span style="font-style: italic;">shutdown</span>()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/restart"</span>)<br /> <span style="color: #cc7832;">void </span><span style="color: #ffc66d;">restart</span>() {<br /> App.<span style="font-style: italic;">restart</span>()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}</pre><p><br /></p><h3 style="text-align: left;">4) Complete Example:</h3><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">package gt</span>.restart<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.ApplicationArguments<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.SpringApplication<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.autoconfigure.<span style="color: #bbb529;">SpringBootApplication</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.context.ConfigurableApplicationContext<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.web.bind.annotation.<span style="color: #bbb529;">GetMapping</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.web.bind.annotation.<span style="color: #bbb529;">RestController</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@SpringBootApplication<br /></span><span style="color: #cc7832;">public class </span>App {<br /><br /> <span style="color: #cc7832;">static </span>ConfigurableApplicationContext <span style="color: #9876aa; font-style: italic;">appCtx</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> public static void </span><span style="color: #ffc66d;">main</span>(String[] args) {<br /> <span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span>args)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #cc7832;">static void </span><span style="color: #ffc66d;">shutdown</span>() {<br /> <span style="color: #cc7832;">if </span>(<span style="color: #9876aa; font-style: italic;">appCtx</span>.isActive()) {<br /> <span style="color: #9876aa; font-style: italic;">appCtx</span>.close()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /><br /> <span style="color: #cc7832;">static void </span><span style="color: #ffc66d;">restart</span>() {<br /> <span style="color: #cc7832;">var </span>args = <span style="color: #9876aa; font-style: italic;">appCtx</span>.getBean(ApplicationArguments.<span style="color: #cc7832;">class</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>Thread thread = <span style="color: #cc7832;">new </span>Thread(() -> {<br /> <span style="color: #9876aa; font-style: italic;">appCtx</span>.close()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: #9876aa; font-style: italic;">appCtx </span>= SpringApplication.<span style="font-style: italic;">run</span>(App.<span style="color: #cc7832;">class, </span><span style="color: #b389c5;">args</span>.getSourceArgs())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>})<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>thread.setDaemon(<span style="color: #cc7832;">false</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>thread.start()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br />}<br /><br /><span style="color: #bbb529;">@RestController<br /></span><span style="color: #cc7832;">class </span>Ctrl {<br /><br /> <span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/shutdown"</span>)<br /> <span style="color: #cc7832;">void </span><span style="color: #ffc66d;">shutdown</span>() {<br /> App.<span style="font-style: italic;">shutdown</span>()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/restart"</span>)<br /> <span style="color: #cc7832;">void </span><span style="color: #ffc66d;">restart</span>() {<br /> App.<span style="font-style: italic;">restart</span>()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}<br /></pre><p><br /></p><h3 style="text-align: left;">5) Test</h3><p>Call the endpoints</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">GET </span>http://localhost:8080/restart<br /><br /><span style="background-color: #364135;">GET http://localhost:8080/shutdown</span><br /></pre>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-67796659677234830252021-03-01T17:57:00.001+00:002021-04-18T18:10:00.938+01:00Read Request parameter String from URL in Spring/HttpServlet<h2 style="text-align: left;">Read entire query string(request parameter) in Spring Boot/HttpServlet</h2><p></p><p>In Spring Boot and other Java web frameworks, we capture the request parameters (aka query parameters) and map them to individual variable or a Map<String,String>. </p><p>But, if you want to read the entire query parameter in its raw form ( eg: to read <b><i>name=Ganesh&country=Nepal&ageLt=30&page=1</i></b> from request: <i>http://localhost:8080/search?<b>name=Ganesh&country=Nepal&ageLt=30&page=1), </b></i>you can utilize <b>HttpServletRequest.getQueryString()</b></p><p><b>Example:</b></p><p></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/test1"</span>)<br /><span style="color: #cc7832;">void </span><span style="color: #ffc66d;">endpoint1</span>(HttpServletRequest req) {<br /> <span style="color: #cc7832;">var </span>qs = req.getQueryString() <span style="color: grey;">//returns the entire string<br /></span><span style="color: grey;"> </span>qs.split(<span style="color: #6a8759;">"&"</span>) <span style="color: grey;">//split to get the individual parameters<br /></span>}</pre><p>Note: Spring Boot automatically resolves the HttpServletRequest object ( its the real holder of request object in Http Servlet environment)<br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-64060853103092775352021-02-22T18:06:00.002+00:002021-02-22T18:10:55.509+00:00GIT delete merged branches<p><b>How to delete merged branches from local copy:</b></p><p>When you work on a project for a while, there is a good chance that you will have a list of old/already merged branches showing on your local git. </p><p>When you run <i>$git branch </i>it will show all the branches since you started working on the project including the ones that are not currently active.</p><p></p>
<pre>$git branch
PROJX-1024-add-new-button
PROJX-1026-add-another-button
PROJX-1027-titleupdates
build-fix
develop
release
master
</pre><p>Here's how you can find the merged branches: It will only list a branch if it exists in local but not in remote(deleted from remote after merging).<br /></p>
<pre>$git branch --merged
PROJX-1024-add-new-button
build-fix
develop
release
</pre>
<p><br /></p><p></p><h4 style="text-align: left;">Here's how you delete the merged branches except develop and release<br /></h4>
<pre><span style="color: #c57633;">$git </span>branch --merged | <span style="color: #c57633;">egrep </span>-v <span style="color: #6a8759;">"(^\*|develop|release)" </span>| <span style="color: #c57633;">xargs </span>git branch -d
</pre>
<p><br />You can add any number of branches to the skip list separated by pipe | </p><pre><span style="color: #c57633;">$git </span>branch --merged | <span style="color: #c57633;">egrep </span>-v <span style="color: #6a8759;">"(^\*|develop|release|another_branch|yet_another_branch)" </span>| <span style="color: #c57633;">xargs </span>git branch -d
</pre><p></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-75268714709888671302020-09-23T02:03:00.003+01:002020-10-16T00:16:51.062+01:00Java view,download,filter email using javax.mail<p>Java SDK doesn't come with inbuilt mail API but Java-EE (now called Jakarta EE) provides several utility library like json, servlet, web-service, jms, validation, xml, regexp including email.<br /></p><p>In this example I'm going to show how we can connect to email server (eg: gmail) and download/view seen/unseen emails.</p><h4 style="text-align: left;">Required Dependency :jakarta.mail</h4><p>Add this dependency with latest version in your pom.xml or manually download/add the jar file to your project's lib.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><dependency><br /></span><span style="color: #e8bf6a;"> <groupId></span>com.sun.mail<span style="color: #e8bf6a;"></groupId><br /></span><span style="color: #e8bf6a;"> <artifactId></span>jakarta.mail<span style="color: #e8bf6a;"></artifactId><br /></span><span style="color: #e8bf6a;"></dependency></span></pre><p></p><h4 style="text-align: left;">The API Usage:</h4><p>Ideally, the steps would be as following:</p><p>- Create Session with host, protocal type etc</p><p>- Get message store (Store) for the email protocol. The supported protocols are IMAP, POP, SMTP etc<br /></p><p>- Connect to the host using username/password</p><p>- Open folder and search for messages</p><p><br /></p><p>The API Usage with code example:</p><p><b>- Create Session with host, protocol type etc</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;">Properties properties = <span style="color: #cc7832;">new </span>Properties()<span style="color: #cc7832;">;<br /></span>properties.put(<span style="color: #6a8759;">"mail.imap.host"</span><span style="color: #cc7832;">, </span>host)<span style="color: #cc7832;">;<br /></span>properties.put(<span style="color: #6a8759;">"mail.store.protocol"</span><span style="color: #cc7832;">, protocal</span>)<span style="color: #cc7832;">;<br /></span>Session emailSession = Session.<span style="font-style: italic;">getDefaultInstance</span>(properties)<span style="color: #cc7832;">;</span></span></pre><p><b> - Get message store (Store) for the email protocol. The supported protocols are IMAP, POP, SMTP etc</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 12.8pt;"><span style="font-size: xx-small;">Store store = emailSession.getStore(protocal)</span><span style="color: #cc7832;"><span style="font-size: xx-small;">;</span><br /></span></pre><p><b>- Connect to the host using username/password</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 12.8pt;"><span style="font-size: xx-small;">store.connect(host<span style="color: #cc7832;">, </span>user<span style="color: #cc7832;">, </span>password)</span><span style="color: #cc7832;"><span style="font-size: xx-small;">;</span><br /></span></pre><p><b>- Open folder and search for messages</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;">Folder emailFolder = store.getFolder(<span style="color: #6a8759;">"INBOX"</span>)<span style="color: #cc7832;">;<br /></span>emailFolder.open(Folder.<span style="color: #9876aa; font-style: italic;">READ_ONLY</span>)<span style="color: #cc7832;">;</span></span></pre><p><b>Search using filters</b><br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;">Flags seen = <span style="color: #cc7832;">new </span>Flags(Flags.Flag.<span style="color: #9876aa; font-style: italic;">SEEN</span>)<span style="color: #cc7832;">;<br /></span>FlagTerm unseenFlagTerm = <span style="color: #cc7832;">new </span>FlagTerm(seen<span style="color: #cc7832;">, false</span>)<span style="color: #cc7832;">;<br /></span>Message[] messages = emailFolder.search(unseenFlagTerm)<span style="color: #cc7832;">;</span></span></pre><p></p><h4 style="text-align: left;">Complete Example:</h4><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;"><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>javax.mail.*<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>javax.mail.search.FlagTerm<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.util.Properties<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">public class </span>MailllllIMAP {<br /><br /> <span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">check</span>(String host<span style="color: #cc7832;">, </span>String protocal<span style="color: #cc7832;">, </span>String user<span style="color: #cc7832;">, </span>String password) {<br /> <span style="color: #cc7832;">try </span>{<br /> Properties properties = <span style="color: #cc7832;">new </span>Properties()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>properties.put(<span style="color: #6a8759;">"mail.imap.host"</span><span style="color: #cc7832;">, </span>host)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>properties.put(<span style="color: #6a8759;">"mail.store.protocol"</span><span style="color: #cc7832;">, </span></span><span style="font-size: xx-small;"><span style="color: #cc7832;">protocal</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>Session emailSession = Session.<span style="font-style: italic;">getDefaultInstance</span>(properties)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>Store store = emailSession.getStore(storeType)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>store.connect(host<span style="color: #cc7832;">, </span>user<span style="color: #cc7832;">, </span>password)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>Folder emailFolder = store.getFolder(<span style="color: #6a8759;">"INBOX"</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>emailFolder.open(Folder.<span style="color: #9876aa; font-style: italic;">READ_ONLY</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//unseen email filter<br /></span><span style="color: grey;"> </span>Flags seen = <span style="color: #cc7832;">new </span>Flags(Flags.Flag.<span style="color: #9876aa; font-style: italic;">SEEN</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>FlagTerm unseenFlagTerm = <span style="color: #cc7832;">new </span>FlagTerm(seen<span style="color: #cc7832;">, false</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>Message[] messages = emailFolder.search(unseenFlagTerm)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>System.<span style="color: #9876aa; font-style: italic;">out</span>.println(<span style="color: #6a8759;">"Total messages: " </span>+ messages.<span style="color: #9876aa;">length</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> for </span>(Message m : messages) {<br /> System.<span style="color: #9876aa; font-style: italic;">out</span>.println((<span style="color: #6a8759;">"From: " </span>+ m.getFrom()[<span style="color: #6897bb;">0</span>]))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>System.<span style="color: #9876aa; font-style: italic;">out</span>.println((<span style="color: #6a8759;">"Subject: " </span>+ m.getSubject()))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>System.<span style="color: #9876aa; font-style: italic;">out</span>.println((<span style="color: #6a8759;">"Subject: " </span>+ m.getContent()))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//other fields<br /></span><span style="color: grey;"> </span>}<br /><br /><br /> <span style="color: grey;">//close or do more stuff<br /></span><span style="color: grey;"> </span>emailFolder.close(<span style="color: #cc7832;">false</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>store.close()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>} <span style="color: #cc7832;">catch </span>(Exception e) {<br /> e.printStackTrace()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /> }<br /><br /> <span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">main</span>(String[] args) {<br /><br /> String host = <span style="color: #6a8759;">"pop.gmail.com"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>String protocal = <span style="color: #6a8759;">"imaps"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>String username = <span style="color: #6a8759;">"XXXX@gmail.com"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>String password = <span style="color: #6a8759;">"XXXXXXX"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="font-style: italic;">check</span>(host<span style="color: #cc7832;">, protocal</span><span style="color: #cc7832;">, </span>username<span style="color: #cc7832;">, </span>password)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>}<br /><br />}</span></pre><p><br /></p><h4 style="text-align: left;"><b>What if you get an error like this?</b></h4><p><code><span> </span>AuthenticationFailedException: [AUTH] Username and password not accepted.</code></p><p>You get this error when trying to gmail. You will need to turn ON the "Allow less secure apps" option on <a href="https://www.google.com/settings/security/lesssecureapps" rel="nofollow noreferrer">https://www.google.com/settings/security/lesssecureapps</a></p><p><br /></p><p><br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-46425822255468077672020-09-23T01:17:00.011+01:002020-10-16T00:20:10.655+01:00Java HttpClient tutorial with File Upload example<p>Java 11 comes with a nice HttpClient API/Implementation so that we no longer need to rely on external libraries like Apache HttpClient execute http requests.</p><p>It has the following simple classes(namely HttpClient, HttpRequest, HttpResponse, BodyPublisher, BodyHandler) and they all follow builder pattern to create objects.</p><p><b>Creating HttpClient:</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 11.3pt;">HttpClient client = HttpClient.<span style="font-style: italic;">newBuilder</span>().build()<span style="color: #cc7832;">;<br /></span></pre><p></p><p><b>Creating request:</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 11.3pt;"><span style="font-size: x-small;">HttpRequest request = HttpRequest.<span style="font-style: italic;">newBuilder</span>()<br /> .header(<span style="color: #6a8759;">"key1"</span><span style="color: #cc7832;">, </span><span style="color: #6a8759;">"value1"</span>)<br /> .header(<span style="color: #6a8759;">"key2"</span><span style="color: #cc7832;">, </span><span style="color: #6a8759;">"value2"</span>)<br /> .uri(URI.<span style="font-style: italic;">create</span>(<span style="color: #6a8759;">"http://localhost:8080/hello"</span>))<br /> .POST(HttpRequest.BodyPublishers.<span style="font-style: italic;">ofString</span>(<span style="color: #6a8759;">"Request Body"</span>))<br /> .build()<span style="color: #cc7832;">;</span></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"></span></pre><p></p><p><b>Sending request:</b></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 11.3pt;">client.send(request<span style="color: #cc7832;">, </span>HttpResponse.BodyHandlers.APPROPRIATE_HANDLER)<span style="color: #cc7832;">;<br /></span></pre><p>Here, BodyPublisher and BodyHandler can be used to create request body and process returned response respectively. They both support string, byte, file, input stream etc <br /></p><p></p><p><b>Upload file using <i>BodyPublishers.ofFile</i><br /></b></p><p>Normally file upload using a web page are implemented using multi-part(file data with additional properties). But in this example we are going to upload file's byte array in request body and file name in request param.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;"><span style="color: #cc7832;">import </span>java.io.IOException<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.net.URI<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.net.http.HttpClient<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.net.http.HttpRequest<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.net.http.HttpResponse<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>java.nio.file.Path<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">public class </span>HttpTest {<br /> <span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">main</span>(String[] args) <span style="color: #cc7832;">throws </span>Exception {<br /> <span style="font-style: italic;">uploadFile</span>(Path.<span style="font-style: italic;">of</span>(<span style="color: #6a8759;">"testFile.txt"</span>))<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> <span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">uploadFile</span>(Path file) <span style="color: #cc7832;">throws </span>IOException<span style="color: #cc7832;">, </span>InterruptedException {<br /> HttpClient client = HttpClient.<span style="font-style: italic;">newBuilder</span>().build()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>HttpRequest request = HttpRequest.<span style="font-style: italic;">newBuilder</span>()<br /> .uri(URI.<span style="font-style: italic;">create</span>(<span style="color: #6a8759;">"http://localhost:8080/uploadFile?uploader=HttpTestApp&fileName=" <br /></span><span style="color: #6a8759;"> </span>+ file.getFileName()))<br /> .POST(HttpRequest.BodyPublishers.<span style="font-style: italic;">ofFile</span>(file))<br /> .build()<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span>client.send(request<span style="color: #cc7832;">, </span>HttpResponse.BodyHandlers.<span style="font-style: italic;">ofString</span>())<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}</span></pre><p>To make the example complete, let's assume we have a following simple Spring Boot app that receives the file byte array as request body:<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: xx-small;"><span style="color: #cc7832;">import </span>org.springframework.boot.SpringApplication<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.boot.autoconfigure.<span style="color: #bbb529;">SpringBootApplication</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.stereotype.<span style="color: #bbb529;">Controller</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">import </span>org.springframework.web.bind.annotation.*<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">import </span>java.io.*<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@SpringBootApplication<br /></span><span style="color: #cc7832;">public class </span>FileUploadApp {<br /> <span style="color: #cc7832;">public static void </span><span style="color: #ffc66d;">main</span>(String[] args) {<br /> SpringApplication.<span style="font-style: italic;">run</span>(FileUploadApp.<span style="color: #cc7832;">class, </span>args)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br />}<br /><br /><span style="color: #bbb529;">@Controller<br /></span><span style="color: #cc7832;">class </span>FileUplCtrl {<br /><br /> <span style="color: #bbb529;">@PostMapping</span>(path = <span style="color: #6a8759;">"/uploadFile"</span>)<br /> <span style="color: #cc7832;">public void </span><span style="color: #ffc66d;">addPhoto</span>(<span style="color: #bbb529;">@RequestBody </span><span style="color: #cc7832;">byte</span>[] barr<span style="color: #cc7832;">,<br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@RequestParam</span>(name = <span style="color: #6a8759;">"uploader"</span>) String uploader<span style="color: #cc7832;">,<br /></span><span style="color: #cc7832;"> </span><span style="color: #bbb529;">@RequestParam</span>(name = <span style="color: #6a8759;">"fileName"</span>) String fileName) <span style="color: #cc7832;">throws </span>Exception {<br /><br /> System.<span style="color: #9876aa; font-style: italic;">out</span>.println(<span style="color: #6a8759;">"Received file " </span>+ fileName + <span style="color: #6a8759;">" , uploaded by " </span>+ uploader + <span style="color: #6a8759;">" Size: " </span>+ barr.<span style="color: #9876aa;">length</span>)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;"> </span><span style="color: grey;">//write to disk<br /></span><span style="color: grey;"> </span><span style="color: #cc7832;">try </span>(OutputStream os = <span style="color: #cc7832;">new </span>FileOutputStream(<span style="color: #cc7832;">new </span>File(<span style="color: #6a8759;">"UPL" </span>+ fileName))) {<br /> os.write(barr)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>}<br /><br /> }<br />}</span></pre><p><br /></p><p>Required Dependency on Spring Boot app:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace;"><span style="font-size: x-small;"><span style="color: #e8bf6a;"><dependency><br /></span><span style="color: #e8bf6a;"> <groupId></span>org.springframework.boot<span style="color: #e8bf6a;"></groupId><br /></span><span style="color: #e8bf6a;"> <artifactId></span>spring-boot-starter-web<span style="color: #e8bf6a;"></artifactId><br /></span><span style="color: #e8bf6a;"></dependency></span></span></pre><p><br /></p><p>Enjoy coding!<br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-60421984589715937152020-09-14T02:11:00.008+01:002020-10-16T00:32:05.746+01:00Thymeleaf re-usable pagination component- Spring MVC/Bootstrap<p>In this blog, we will discuss how we can create a reusable pagination component using Thymeleaf and Spring MVC/Data. <br /></p><p><b>Goal is to create a pagination UI similar to this:<br /></b></p><p><b> </b><img alt="" src="data:image/png;base64,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" /> <br /></p><p></p><h4 style="text-align: left;">Controller </h4><div style="text-align: left;"><span style="font-weight: normal;">Spring resolves the size and page parameter from URL : </span><b>/users?size=20&page=1</b> <span style="font-weight: normal;">to Pageable object at the Controller methods. We are returning Page<> instead of simple list. Page contains all the information that we need to create the pagination UI as above.</span><br /></div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/articles"</span>)<br /><span style="color: #cc7832;">public </span>String <span style="color: #ffc66d;">userHome</span>(Model model<span style="color: #cc7832;">, </span>Pageable pageable) {<br /> Page<Article> page= <span style="color: #9876aa;">articleService</span>.findAllByStatus(Status.PUBLISHED<span style="color: #cc7832;">, </span>pageable)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>model.addAttribute(<span style="color: #6a8759;">"articles"</span><span style="color: #cc7832;">, </span>page)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> return </span><span style="color: #6a8759;">"home-page"</span><span style="color: #cc7832;">;<br /></span>}<br /><br /><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/users"</span>)<br /><span style="color: #cc7832;">public </span>String <span style="color: #ffc66d;">userHome</span>(Model model<span style="color: #cc7832;">, </span>Pageable pageable) {<br /> Page<User> page= userRepo.findAllByStatus(Status.ACTIVE<span style="color: #cc7832;">, </span>pageable)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>model.addAttribute(<span style="color: #6a8759;">"users"</span><span style="color: #cc7832;">, </span>page)<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> return </span><span style="color: #6a8759;">"user-list"</span><span style="color: #cc7832;">;<br /></span>}</pre><p> </p><h4 style="text-align: left;">Pagination at home-page.html </h4><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:each</span><span style="color: #a5c261;">="article : ${articles}"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> </span><span style="color: grey;"><!-- display article in a table row or card/box --><br /></span><span style="color: #e8bf6a;"></</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: grey;"><!--pager at bottom --><br /></span><span style="color: #e8bf6a;"><</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils :: pagination(${articles})"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block></span></pre><h4 style="text-align: left;">Pagination at user-list.html</h4><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:each</span><span style="color: #a5c261;">="user : ${users}"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> </span><span style="color: grey;"><!-- display user in a table row or card/box --><br /></span><span style="color: #e8bf6a;"></</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block><br /></span><span style="color: grey;"><!--pager at bottom --><br /></span><span style="color: #e8bf6a;"><</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils :: pagination(${users})"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block></span></pre><h4 style="text-align: left;">Reusable Fragment Definition at _fragments/_utils.html <br /></h4><p><span style="font-size: x-small;">Note that the pages are 0 based meaning page=0 equals the first page
of data. You can make it to 1 based using the steps described here:
https://ganeshtiwaridotcomdotnp.blogspot.com/2020/09/spring-pageable-start-index-with-one.html. You might also need to update the indices below to to handle that.</span><br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:fragment</span><span style="color: #a5c261;">="pagination(pagedObject)"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"> </span><span style="color: grey;"><!-- works with org.springframework.data.domain.Page<pagedObject>, --><br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:if</span><span style="color: #a5c261;">="${pagedObject.getTotalPages() != 1}" </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="form-group col-md-11 pagination-centered"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <ul </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="pagination"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> </span><span style="color: grey;"><!-- page number start with 0, totalPages returns actual number of pages --><br /></span><span style="color: grey;"> </span><span style="color: #e8bf6a;"><li </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="${pagedObject.getNumber() == 0} ? disabled" </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-item"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-link" </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:href</span><span style="color: #a5c261;">="@{''(size=${pagedObject.getSize()}, page=0)}"</span><span style="color: #e8bf6a;">></span><span style="color: #6d9cbe;">&laquo;</span><span style="color: #e8bf6a;"></a><br /></span><span style="color: #e8bf6a;"> </li><br /></span><span style="color: #e8bf6a;"> <li </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="${pagedObject.getNumber() == 0} ? disabled" </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-item"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-link"<br /></span><span style="color: #a5c261;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:href</span><span style="color: #a5c261;">="@{''(size=${pagedObject.getSize()}, page=${pagedObject.getNumber() -1})}"</span><span style="color: #e8bf6a;">></span><span style="color: #6d9cbe;">&larr;</span><span style="color: #e8bf6a;"></a><br /></span><span style="color: #e8bf6a;"> </li><br /></span><span style="color: #e8bf6a;"> <li </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="${pagedObject.getNumber() == (page )} ? 'active pointer-disabled'"<br /></span><span style="color: #a5c261;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:each</span><span style="color: #a5c261;">="page : ${#numbers.sequence(0, pagedObject.getTotalPages() -1)}" </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-item"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-link" </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:href</span><span style="color: #a5c261;">="@{''(size=${pagedObject.getSize()}, page=${page})}"<br /></span><span style="color: #a5c261;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:text</span><span style="color: #a5c261;">="${page + 1}"</span><span style="color: #e8bf6a;">></a><br /></span><span style="color: #e8bf6a;"> </li><br /></span><span style="color: #e8bf6a;"> <li </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="${pagedObject.getNumber() + 1 == pagedObject.getTotalPages()} ? disabled"<br /></span><span style="color: #a5c261;"> </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-item"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-link"<br /></span><span style="color: #a5c261;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:href</span><span style="color: #a5c261;">="@{''(size=${pagedObject.getSize()}, page=${pagedObject.getNumber() + 1})}"</span><span style="color: #e8bf6a;">></span><span style="color: #6d9cbe;">&rarr;</span><span style="color: #e8bf6a;"></a><br /></span><span style="color: #e8bf6a;"> </li><br /></span><span style="color: #e8bf6a;"> <li </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="${pagedObject.getNumber() + 1 == pagedObject.getTotalPages()} ? disabled"<br /></span><span style="color: #a5c261;"> </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-item"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="page-link"<br /></span><span style="color: #a5c261;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:href</span><span style="color: #a5c261;">="@{''(size=${pagedObject.getSize()}, page=${pagedObject.getTotalPages()})}"</span><span style="color: #e8bf6a;">></span><span style="color: #6d9cbe;">&raquo;</span><span style="color: #e8bf6a;"></a><br /></span><span style="color: #e8bf6a;"> </li><br /></span><span style="color: #e8bf6a;"> </ul><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"> <p </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="text-muted small"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> </span>Showing page <span style="color: #e8bf6a;"><span </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:text</span><span style="color: #a5c261;">="${pagedObject.getNumber() +1}"</span><span style="color: #e8bf6a;">></span> </span>of <span style="color: #e8bf6a;"><span<br /></span><span style="color: #e8bf6a;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:text</span><span style="color: #a5c261;">="${pagedObject.getTotalPages()}"</span><span style="color: #e8bf6a;">></span></span>.<br /> Total: <span style="color: #e8bf6a;"><span </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:text</span><span style="color: #a5c261;">="${pagedObject.getTotalElements()}"</span><span style="color: #e8bf6a;">></span></span>.<br /><br /> <span style="color: #e8bf6a;"></p><br /></span><span style="color: #e8bf6a;"> </div><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"> <div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:if</span><span style="color: #a5c261;">="${pagedObject.getTotalElements() ==0}"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <div </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="alert alert-warning" </span><span style="color: #bababa;">role</span><span style="color: #a5c261;">="alert"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <span></span>No items available.<span style="color: #e8bf6a;"></span><br /></span><span style="color: #e8bf6a;"> </div><br /></span><span style="color: #e8bf6a;"> </div><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"></</span><span style="color: #9876aa;">th</span><span style="color: #e8bf6a;">:block></span></pre>
<br />
Reference: https://github.com/gtiwari333/spring-boot-web-application-seed/blob/master/main-app/src/main/resources/templates/_fragments/_utils.html<br />GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-73979825952276643902020-09-14T01:51:00.004+01:002020-09-14T01:51:31.049+01:00Thymeleaf pass parameter to fragment <h3 style="text-align: left;">Making reusable fragment/UI Components in Thymeleaf</h3><p>Thymeleaf supports creation of 'function like' mechanism and pass parameters to make the UI components reusable.<br /></p><p>In this example we are going to create a reusable alert component using thymeleaf:</p><p>The fragment definition is similar to how a function/method is defined:</p><p>File: _fragments/_utils.html <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:fragment</span><span style="color: #a5c261;">="alertBox(message,type)"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> </span>//do stuff with message and type<br /><span style="color: #e8bf6a;"></div></span></pre><p>Let's call with some parameters in another file:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils::alertBox ('A message','success')"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></div></span></pre><p>The parameter order is not important if you do like this:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils::alertBox (type = 'success', message='A message' )"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></div></span></pre><p>A complete example:</p><p></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:fragment</span><span style="color: #a5c261;">="alertBox (message,type)"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <div<br /></span><span style="color: #e8bf6a;"> </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:classappend</span><span style="color: #a5c261;">="|<br /></span><span style="color: #a5c261;"> ${type == 'success' ? 'alert-success': ''}<br /></span><span style="color: #a5c261;"> ${type == 'info' ? 'alert-info': ''}<br /></span><span style="color: #a5c261;"> ${type == 'danger' ? 'alert-danger': ''} |"<br /></span><span style="color: #a5c261;"> </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="alert alert-dismissible"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"> <a </span><span style="color: #bababa;">href</span><span style="color: #a5c261;">="#" </span><span style="color: #bababa;">class</span><span style="color: #a5c261;">="close" </span><span style="color: #bababa;">data-dismiss</span><span style="color: #a5c261;">="alert" </span><span style="color: #bababa;">aria-label</span><span style="color: #a5c261;">="close"</span><span style="color: #e8bf6a;">></span><span style="color: #6d9cbe;">&times;</span><span style="color: #e8bf6a;"></a><br /></span><span style="color: #e8bf6a;"> <span </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:text</span><span style="color: #a5c261;">="${message}"</span><span style="color: #e8bf6a;">></span><br /></span><span style="color: #e8bf6a;"> </div><br /></span><span style="color: #e8bf6a;"></div></span></pre><p><br /></p><p>Calling it:</p><p><br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils :: alertBox ('Hello this is a success!','success')"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></div><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils :: alertBox ('Danger! danger! .......','danger')"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></div><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"><br /></span><span style="color: #e8bf6a;"><div </span><span style="color: #9876aa;">th</span><span style="color: #bababa;">:replace</span><span style="color: #a5c261;">="_fragments/_utils :: alertBox ( type = 'success', message='Success message' )"</span><span style="color: #e8bf6a;">><br /></span><span style="color: #e8bf6a;"></div></span></pre><p><br /></p><p>Output:</p><p><img alt="" src="data:image/png;base64,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" /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-49581906815693490272020-09-13T20:05:00.004+01:002020-09-14T02:03:21.547+01:00Spring pageable - start index with one<p>By default Spring uses 0 indexed page meaning a page number of 0 in the request equals the first page. </p><p>You can customize this to start from 1 in following by creating a bean of PageableHandlerMethodArgumentResolverCustomizer and setting the setOneIndexedParameters to true.</p><p>You can read more about the method argument resolver and other customizations to pagable in my earlier blog post: <a href="https://ganeshtiwaridotcomdotnp.blogspot.com/2020/09/spring-data-pagination-set-max-page.html">https://ganeshtiwaridotcomdotnp.blogspot.com/2020/09/spring-data-pagination-set-max-page.html</a><br /></p><p><br /></p><p>Configures whether to expose and assume 1-based page number indexes in the request parameters. When its true, a page number of 1 in the request will be considered the first page.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@Bean<br /></span><span style="color: #cc7832;">public </span>PageableHandlerMethodArgumentResolverCustomizer <span style="color: #ffc66d;">paginationCustomizer</span>() {<br /> <span style="color: #cc7832;">return </span>pageableResolver -> {<br /> pageableResolver.<span style="color: #ffc66d;">setOneIndexedParameters</span>(true)<span style="color: #cc7832;">; </span><span style="color: grey;">//default is false</span><span style="color: grey;">, starts with 0<br /></span><span style="color: grey;"> </span>}<span style="color: #cc7832;">;<br /></span>}</pre>
<p>Now you can have your pagination url to start with page=1 eg: <b>/users?size=20&page=1. </b></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-22323079592523960202020-09-13T19:54:00.006+01:002020-09-13T19:54:50.554+01:00Spring data Pagination - set max page size and other customizations<p>Background: <br /></p><p>HandlerMethodArgumentResolver is a strategy interface to resolve method parameters in context of given context. So, if you want to automatically resolve the parameter MyObject in the following method, you can create a bean of HandlerMethodArgumentResolver and implement logic to resolve the argument. <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/users"</span>)<br /><span style="color: #cc7832;">public </span>Page<User> getUsers(MyObject object) {</pre><p>Spring Framework already provides a lot of resolvers to handle various parameters such as AuthenticationPrincipal, CSRF, Session, Cookie, MVC Model, and of course Pageable.<br /></p><p><img alt="" height="309" src="data:image/png;base64,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" width="654" /> </p><h4 style="text-align: left;">Pageable Resolver: <br /></h4><p>Spring Data comes with PageableHandlerMethodArgumentResolver to resolve pageable parameter from the request URL. </p><p>If you send a request /users?size=20&page=2, the Pageable object will be injected to the method parameter.<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><br /><span style="color: #bbb529;">@GetMapping</span>(<span style="color: #6a8759;">"/users"</span>)<br /><span style="color: #cc7832;">public </span>Page<User> getUsers(Pageable pageable) {<br /> <span style="color: #cc7832;">return </span>userRepository.findAllByStatus(Status.ACTIVE<span style="color: #cc7832;">, </span>pageable)<span style="color: #cc7832;">;<br /></span>}</pre><h4 style="text-align: left;">Customize PageableHandlerMethodArgumentResolver</h4><p>To customize the Pageable resolver, we need to create a bean of PageableHandlerMethodArgumentResolverCustomizer , which will be applied at SpringDataWebConfiguration#customizePageableResolver before the pageableResolver() is created SpringDataWebConfiguration#pageableResolver.<br /></p><p>PageableHandlerMethodArgumentResolverCustomizer is a SAM (single method interface aka FunctionalInterface). </p><h4 style="text-align: left;">Setting max page size <br /></h4><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: 'JetBrains Mono',monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@Bean<br /></span><span style="color: #cc7832;">public </span>PageableHandlerMethodArgumentResolverCustomizer <span style="color: #ffc66d;">paginationCustomizer</span>() {<br /> <span style="color: #cc7832;">return </span>pageableResolver -> {<br /> pageableResolver.setMaxPageSize(<span style="color: #6897bb;">20</span>)<span style="color: #cc7832;">; </span><span style="color: grey;">//default is 2000<br /></span><span style="color: grey;"> </span>pageableResolver.setPageParameterName(<span style="color: #6a8759;">"pageNumber"</span>)<span style="color: #cc7832;">; </span><span style="color: grey;">//default is page<br /></span><span style="color: grey;"> </span>pageableResolver.setSizeParameterName(<span style="color: #6a8759;">"elementsPerPage"</span>)<span style="color: #cc7832;">; </span><span style="color: grey;">//default is size<br /></span><span style="color: grey;"> </span>}<span style="color: #cc7832;">;<br /></span>}</pre><p></p><p>Now the url should be /users?elementsPerPage=20&pageNumber=2 instead of /users?size=20&page=2.</p><p>If you pass elementsPerPage more than 20, it will be defaulted back to 20.</p><p><b>Which will be helpful to prevent potential attacks trying to issue an OutOfMemoryError. </b><br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-38581213536612896802020-09-04T20:06:00.005+01:002020-10-16T00:20:54.295+01:00Protobuf Apache Pulsar with Spring Boot<p>Protocol buffers(protobuf) are language and platform neutral mechanism to serialize structured data. We define the data structure in protobuf format and generate source code to write and read data to and from a variety of data streams and using a variety of languages.<br /><br />Protocol buffers currently support generated code in Java, Python and more.</p><p>Apache Pulsar is a cloud-native, distributed messaging and streaming platform.</p><p>In this blog we are going to use a simple protobuf message and use protobuf-maven-plugin to generate Java source code and use protobuf as message format(schema type) for Apache Pulsar pub-sub application.</p><h4 style="text-align: left;">1) Protobuf model + Java Source generation: <br /></h4><p>By default protobuf-maven-plugin looks at src/main/proto folder for the .proto files. We have following proto files to represent Person and Greeting objects<br /></p><p><br /></p><p>Person.proto</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">syntax </span>= <span style="color: #6a8759;">"proto3"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">package </span>app.model<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">message </span>Person {<br /> string fName = <span style="color: #6897bb;">1</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"> </span>string lName = <span style="color: #6897bb;">2</span><span style="color: #cc7832;">;<br /></span>}</pre><p><br /></p><p>Greeting.proto:</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">syntax </span>= <span style="color: #6a8759;">"proto3"</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">package </span>app.model<span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">message </span>Greeting {<br /> <span style="color: #cc7832;">string </span>greeting = <span style="color: #6897bb;">1</span><span style="color: #cc7832;">;<br /></span>}</pre><p><br /></p><p>Here's the basic configuration for protobuf-maven-plugin. It also requires os-maven-plugin. Please refer to the github project for the full source.<br /></p><p> </p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #e8bf6a;"><plugin><br /></span><span style="color: #e8bf6a;"> <groupId></span>org.xolstice.maven.plugins<span style="color: #e8bf6a;"></groupId><br /></span><span style="color: #e8bf6a;"> <artifactId></span>protobuf-maven-plugin<span style="color: #e8bf6a;"></artifactId><br /></span><span style="color: #e8bf6a;"> <version></span>0.6.1<span style="color: #e8bf6a;"></version><br /></span><span style="color: #e8bf6a;"> <configuration><br /></span><span style="color: #e8bf6a;"> <protocArtifact></span>com.google.protobuf:protoc:3.12.0:exe:${os.detected.classifier}<span style="color: #e8bf6a;"></protocArtifact><br /></span><span style="color: #e8bf6a;"> <pluginId></span>grpc-java<span style="color: #e8bf6a;"></pluginId><br /></span><span style="color: #e8bf6a;"> <pluginArtifact></span>io.grpc:protoc-gen-grpc-java:1.25.0:exe:${os.detected.classifier}<span style="color: #e8bf6a;"></pluginArtifact><br /></span><span style="color: #e8bf6a;"> <clearOutputDirectory></span>true<span style="color: #e8bf6a;"></clearOutputDirectory><br /></span><span style="color: #e8bf6a;"> </configuration><br /></span><span style="color: #e8bf6a;"> <executions><br /></span><span style="color: #e8bf6a;"> <execution><br /></span><span style="color: #e8bf6a;"> <goals><br /></span><span style="color: #e8bf6a;"> <goal></span>compile<span style="color: #e8bf6a;"></goal><br /></span><span style="color: #e8bf6a;"> </goals><br /></span><span style="color: #e8bf6a;"> </execution><br /></span><span style="color: #e8bf6a;"> </executions><br /></span><span style="color: #e8bf6a;"></plugin></span></pre><p> </p><h4 style="text-align: left;">2) Spring Boot + Apache Pulsar</h4><p>PulsarClient Bean: Spring Boot doesn't have an official auto configuration for Apache Pulsar yet. So, we have to create the PulsarClient bean ourselves.<br /></p><p> </p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@Bean<br /></span>PulsarClient <span style="color: #ffc66d;">pulsarClient</span>() <span style="color: #cc7832;">throws </span>PulsarClientException {<br /> <span style="color: #cc7832;">return </span>PulsarClient.<span style="font-style: italic;">builder</span>()<br /> .serviceUrl(<span style="color: #6a8759;">"pulsar://localhost:6650"</span>)<br /> .build()<span style="color: #cc7832;">;<br /></span>}</pre><p>Also the Producer. Please note the parameter of newProducer. We are using PROTOBUF as the schema type.</p><p>Producer bean: We will need to create the producer bean for Person model at main-app and for Greeting model at greeting-service.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #bbb529;">@Bean<br /></span>Producer<THE_MODEL> <span style="color: #ffc66d;">personProducer</span>(PulsarClient pulsarClient) <span style="color: #cc7832;">throws </span>PulsarClientException {<br /> <span style="color: #cc7832;">return </span>pulsarClient.newProducer(Schema.PROTOBUF(THE_MODEL.<span style="color: #cc7832;">class</span>))<br /> .topic(THE_TOPIC)<br /> .create()<span style="color: #cc7832;">;<br /></span>}</pre><p> </p><p>Pulsar Listener Config: We can register the message listener using @PostConstruct as follows</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">final </span>PulsarClient <span style="color: #9876aa;">pulsarClient</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #bbb529;">@PostConstruct<br /></span><span style="color: #cc7832;">private void </span><span style="color: #ffc66d;">initConsumer</span>() <span style="color: #cc7832;">throws </span>PulsarClientException {<br /> <span style="color: #9876aa;">pulsarClient<br /></span><span style="color: #9876aa;"> </span>.newConsumer(Schema.PROTOBUF(THE_MODEL.<span style="color: #cc7832;">class</span>))<br /> .topic(THE_TOPIC)<br /> .subscriptionName(SUBSCRIPTION_NAME)<br /> .messageListener((consumer<span style="color: #cc7832;">, </span>msg) -> {<br /> <br /> <span style="color: grey;">//message handler logic<br /></span><span style="color: grey;"><br /></span><span style="color: grey;"> </span>})<br /> .subscribe()<span style="color: #cc7832;">;<br /></span>}</pre><p><br /></p><p>That's all the configuration we will need.<br /></p><h4 style="text-align: left;">3. How to run? </h4><p>1) Clone the project https://github.com/gtiwari333/spring-protobuf-grpc-apache-pulsar and run <b>mvn clean compile</b> to generate java sources and compile the project<br /></p><p>2) Run apache pulsar instance using docker(you can run it manually)</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #c57633;">docker </span>run -it -p 6650:6650 -p 8080:8080 apachepulsar/pulsar:2.2.0 bin/pulsar standalone</pre><p>3) Start GreetingApp and MainApp</p><p>4) Hit localhost:8082/greet/Joe/Biden to publish a message. You will see this being received by greeting-service and the greeting being sent back to the queue which will be received by main-app.</p><p><br /></p><h4 style="text-align: left;">The project structure:<br /></h4><p><span style="font-family: courier;">├── pom.xml<br />├── greeting-service<br />│ ├── pom.xml<br />│ └── src<br />│ └── main<br />│ ├── java<br />│ │ └── gt<br />│ │ └── greeting<br />│ │ └── GreetingApp.java<br />│ └── resources<br />│ └── application.properties<br />├── main-app<br />│ ├── pom.xml<br />│ └── src<br />│ └── main<br />│ ├── java<br />│ │ └── gt<br />│ │ └── mainapp<br />│ │ └── MainApp.java<br />│ └── resources<br />│ └── application.properties<br />├── protobuf-model<br />│ ├── pom.xml<br />│ └── src<br />│ └── main<br />│ └── proto<br />│ ├── Greeting.proto<br />│ └── Person.proto</span><br /><br /> </p><h4 style="text-align: left;">References:<br /></h4><ul style="text-align: left;"><li>https://developers.google.com/protocol-buffers/docs/overview</li><li>https://pulsar.apache.org/docs/en/client-libraries-java/</li><li>GitHub project https://github.com/gtiwari333/spring-protobuf-grpc-apache-pulsar </li></ul><p><br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-48487731790571486702020-08-03T23:45:00.003+01:002021-07-16T23:47:06.201+01:00Read all table and columns in Jpa/Hibernate<p><b>How to get metadata about all table and columns managed by JPA/Hibernate?</b></p><p>There are many ways to get a list of table and columns in your project that uses JPA/Hibernate. Each has pros and cons.<br /></p><h3 style="text-align: left;">Option A) Direct Query on INFORMATION_SCHEMA.</h3><p>Simplest way is to do direct query on INFORMATION_SCHEMA or similar schema that the database internally uses.</p><p>For MySQL, H2, MariaDB etc the following would work. We will need specific query for each database.<br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">SELECT </span><span style="color: #ffc66d;">* </span><span style="color: #cc7832;">from </span>INFORMATION_SCHEMA.TABLES<br /><span style="color: #cc7832;">SELECT </span><span style="color: #ffc66d;">* </span><span style="color: #cc7832;">FROM </span>INFORMATION_SCHEMA.COLUMNS<br /></pre><h3 style="text-align: left;">Option B) DB Independent query using JDBC API <br /></h3><p>We
can do DB independent query by using JDBC API to return the Metadata.
It would use DB specific query provided by DB driver to return the
metadata.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;">DataSource ds = <span style="color: #cc7832;">; </span><span style="color: grey;">//create/wire DataSource object<br /></span>DatabaseMetaData metaData = ds.getConnection().getMetaData()<span style="color: #cc7832;">;<br /></span>ResultSet schemasRS = metaData.getSchemas()<span style="color: #cc7832;">;<br /></span>ResultSet tablesRS = metaData.getTables(<span style="color: #cc7832;">null, null, null, new </span>String[]{<span style="color: #6a8759;">"TABLE"</span>})<span style="color: #cc7832;">;<br /></span></pre><p>We can iterate over the ResultSet to get the schema, table and columns. It would return everything that the Database has.<br /></p><h3 style="text-align: left;">Option C) Use EntityManager MetaModel to read Entity classes</h3><p>In order to retrieve only the entity/tables that the application uses, we can rely on some Java Reflection magic as following: <br /></p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;">EntityManager <span style="color: #9876aa;">em</span><span style="color: #cc7832;">; //autowire the bean<br /></span>MetamodelImplementor <span style="color: #9876aa;">metaModelImpl </span>= (MetamodelImplementor) <span style="color: #9876aa;">em</span>.getMetamodel()<span style="color: #cc7832;">;<br /></span>List<String> <span style="color: #9876aa;">tableNames </span>= <span style="color: #9876aa;">metaModelImpl<br /></span><span style="color: #9876aa;"> </span>.entityPersisters()<br /> .values().stream()<br /> .map(ep -> ((AbstractEntityPersister) ep).getTableName())<br /> .toList()<span style="color: #cc7832;">;</span></pre><h3 style="text-align: left;">Option D) Use Hibernate Magic</h3><p>Use hibernate's Metadata class that stores the ORM model determined by provided entity mappings.</p><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "JetBrains Mono", monospace; font-size: 9.8pt;">org.hibernate.boot.Metadata metadata;<span style="color: #cc7832;"> //getting the Metadata is tricky though<br /></span><span style="color: #cc7832;"><br /></span><span style="color: #cc7832;">for </span>(PersistentClass persistentClass : metadata.getEntityBindings()) {<br /> <span style="color: #9876aa;">tableNames</span>.add(persistentClass.getTable().getExportIdentifier())<span style="color: #cc7832;">;<br /></span>}<br /></pre><p><br /><br /></p>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-19019794569397402832020-07-29T01:59:00.004+01:002020-10-16T00:21:33.904+01:00Download Files from FTP using JSch java library<a href="https://datatracker.ietf.org/wg/secsh/about/" target="_blank">SSH</a> provides support for <b>secure remote login</b>(login to remote server similar to putty), <b>secure file transfer</b>(SCP or FTP/SFTP download), and <b>secure TCP/IP </b>and<b> X11 forwardings. </b>JSch is a Java implementation of SSH2 protocal.<div><br /></div><div>In this example we will see how we can use <a href="http://www.jcraft.com/jsch/" target="_blank">JSch</a> library to login to SFTP server and download files.</div><div><br /></div><div>First, add the following dependency to your pom.xml</div><div><pre style="background: rgb(240, 240, 240) none repeat scroll 0% 0%; border: 1px dashed rgb(204, 204, 204); color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; overflow-wrap: normal;"> <dependency>
<groupId>com.jcraft</groupId>
<artifactId>jsch</artifactId>
<version>0.1.54</version> <!-- or latest version -->
</dependency> </code></pre></div><div><br /></div><div>JSch apis are pretty simple. First you create a session and open a channel then you can use one of the many function such as CD, LS, PUT, GET to change directory, list content, upload file or download respectively.</div><div><br /></div><div><h4 style="text-align: left;">Create Session:</h4></div><div><br /></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">JSch jsch = <span style="color: #cc7832;">new </span>JSch()<span style="color: #cc7832;">;<br /></span>Session session = jsch.getSession(<span style="color: #6a8759;">"demo"</span><span style="color: #cc7832;">, </span><span style="color: #6a8759;">"test.rebex.net"</span><span style="color: #cc7832;">, </span><span style="color: #6897bb;">22</span>)<span style="color: #cc7832;">;<br /></span>session.setPassword(<span style="color: #6a8759;">"password"</span>)<span style="color: #cc7832;">;<br /></span>session.connect()<span style="color: #cc7832;">;</span></pre></div><div><br /></div><div><h4 style="text-align: left;">Create Channel:</h4></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">ChannelSftp channel = (ChannelSftp) session.openChannel(<span style="color: #6a8759;">"sftp"</span>)<span style="color: #cc7832;">;<br /></span>channel.connect()<span style="color: #cc7832;">;</span></pre></div><div><br /></div><div><h4 style="text-align: left;">Change folder:</h4></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">channelSftp.cd(<span style="color: #6a8759;">"/a/folder"</span>)<span style="color: #cc7832;">;</span></pre></div><div><br /></div><div><h4 style="text-align: left;">List content of a folder:</h4></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">Vector<ChannelSftp.LsEntry> entries = channelSftp.ls(folder)<span style="color: #cc7832;">;</span></pre></div><div><br /></div><div><h4 style="text-align: left;">Download file:</h4></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">channelSftp.get(String fileNameInFtp<span style="color: #cc7832;">, </span>String destinationFile)<span style="color: #cc7832;">;<br /></span></pre></div><div><br /></div><div><h4 style="text-align: left;">Upload File:</h4></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;">channelSftp. put(String src<span style="color: #cc7832;">, </span>String dst) //default is overwrite<br />channelSftp. put(String src<span style="color: #cc7832;">, </span>String dst, int mode)</pre></div><div><pre style="background-color: #2b2b2b; color: #a9b7c6; font-family: "jetbrains mono", monospace; font-size: 9.8pt;"><span style="color: #cc7832;">Upload Modes:<br />public static final int </span><span style="color: #9876aa; font-style: italic;">OVERWRITE</span>=<span style="color: #6897bb;">0</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">public static final int </span><span style="color: #9876aa; font-style: italic;">RESUME</span>=<span style="color: #6897bb;">1</span><span style="color: #cc7832;">;<br /></span><span style="color: #cc7832;">public static final int </span><span style="color: #9876aa; font-style: italic;">APPEND</span>=<span style="color: #6897bb;">2</span><span style="color: #cc7832;">;</span></pre></div><div><h4 style="text-align: left;">A Complete Example Code to download files from FTP:</h4><div>In this example, we are using a publicly available ftp server as described in <a href="'https://test.rebex.net/'">https://test.rebex.net/</a><br /></div></div><div><pre style="background: rgb(240, 240, 240) none repeat scroll 0% 0%; border: 1px dashed rgb(204, 204, 204); color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; overflow-wrap: normal;"> import com.jcraft.jsch.*;
import java.io.File;
import java.util.*;
public class JschDownload { <br />
public static void main(String[] args) {
Session session = null;
ChannelSftp channel = null;
try {
JSch jsch = new JSch();
session = jsch.getSession("demo", "test.rebex.net", 22);
session.setPassword("password"); <br />
//to prevent following exception for sftp
//com.jcraft.jsch.JSchException: UnknownHostKey: test.rebex.net. RSA key fingerprint is ..
Properties config = new Properties();
config.put("StrictHostKeyChecking", "no");
session.setConfig(config);
session.connect();
System.out.println("session connected"); <br />
//various channels are supported eg: shell, x11,
channel = (ChannelSftp) session.openChannel("sftp");
channel.connect();
System.out.println("channel connected"); <br />
downloadFromFolder(channel, "/");
downloadFromFolder(channel, "/pub/example/");
<br /><span> </span> //in order to download all files including sub-folders/sub-sub-folder, we should iterate recursively
System.out.println("File Uploaded to FTP Server Successfully."); <br />
} catch (Exception e) {
e.printStackTrace();
} finally {
if (channel != null) {
channel.disconnect();
}
if (channel != null) {
session.disconnect();
}
}
}
static void downloadFromFolder(ChannelSftp channelSftp, String folder) throws SftpException {
Vector<ChannelSftp.LsEntry> entries = channelSftp.ls(folder);
new File("download").mkdir(); <br />
//download all files (except the ., .. and folders) from given folder
for (ChannelSftp.LsEntry en : entries) {
if (en.getFilename().equals(".") || en.getFilename().equals("..") || en.getAttrs().isDir()) {
continue;
} <br />
System.out.println("Downloading " + (folder + en.getFilename()) + " ----> " + "download" + File.separator + en.getFilename());
channelSftp.get(folder + en.getFilename(), "download" + File.separator + en.getFilename());
}
}
}</code></pre></div><div><br /></div><div><br /></div>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-25687023496102619042020-07-28T01:23:00.002+01:002020-09-13T19:24:12.298+01:00Spock - call mocked method multiple times and return different results for same input<div><h4 style="text-align: left;">Spock - return different mock result for same input</h4></div><div></div><div>In unit testing, we create and use mock objects for any complex/real object that's impractical or impossible to incorporate into a unit test. Generally any component that's outside of the scope of unit test are mocked. Mocking frameworks like <a href="http://www.jmock.org/">JMock</a>,
<a href="http://www.easymock.org">EasyMock</a>, <a href="http://mockito.org/">Mockito</a> provide an easy way to describe the expected behavior of a component without writing the full implementation of the object being mocked.<br /></div><div><br /></div><div>In Groovy world, the Spock testing framework includes powerful mocking capabilities without requiring additional mocking libraries.</div><div><br /></div><div>In this article, I am going to describe how we can create mock objects that can be called multiple times and and each time they return multiple values.<br /></div><div><br /></div><div>First, let's see how we can <b>return Fixed Values</b> from a mocked method: for this, we use the right-shift (<code>>></code>) operator to return a fixed value:
<div class="listingblock">
<div class="content">
<pre class="CodeRay highlight"><code data-lang="groovy"><span class="string"><span class="delimiter">//the input parameter is _(any) and it will return "ok" everytime</span></span></code>
mockObj.method(_) >> <span class="string"><span class="delimiter">"</span><span class="content">ok"</span><span class="delimiter">
</span></span></pre>
</div>
</div></div><div><b>To return different values for different invocation</b></div><div><pre class="CodeRay highlight"><code data-lang="groovy"><span class="string"><span class="delimiter">//return 'ok' for param1 and 'not-ok' for param2</span></span></code>
mockObj.method("param1") >> <span class="string"><span class="delimiter">"</span><span class="content">ok"<br /></span></span>mockObj.method("param2") >> <span class="string"><span class="delimiter">"</span><span class="content">not-ok"</span></span><br /><span class="string"><span class="content"></span></span></pre></div><div><br /></div><div><b>Finally, to return different values for same parameter:</b> for this, <b>we use triple-right shift (>>>) operator. </b><br /></div><div><pre class="CodeRay highlight">mockObj.method("param") >>> ["", <span class="string"><span class="delimiter">"</span><span class="content">ok", "not-ok"]</span></span></pre></div><div><br /></div><div>It will return empty value for first invocation, "ok" for second and "not-ok" for third and rest of the invocation.</div><div><br /></div><span><a name='more'></a></span><div><br /></div><div></div><div><b>Let's see in action</b></div><div style="text-align: left;"><h4>build.gradle:</h4></div><div><pre style="background: rgb(240, 240, 240) none repeat scroll 0% 0%; border: 1px dashed rgb(204, 204, 204); color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; overflow-wrap: normal;"> plugins {
id 'groovy'
}
repositories {
mavenCentral()
jcenter()
}
dependencies {
implementation 'org.codehaus.groovy:groovy:2.5.13'
testImplementation platform('org.spockframework:spock-bom:1.3-groovy-2.5')
testImplementation 'org.spockframework:spock-core' //version provided by bom
testImplementation 'org.junit.jupiter:junit-jupiter-params:5.6.2'
testImplementation "org.junit.jupiter:junit-jupiter-api:5.6.2"
testRuntimeOnly "org.junit.vintage:junit-vintage-engine:5.6.2"
}
test {
useJUnitPlatform()
}</code></pre></div><div><h4 style="text-align: left;">MemberService/RegCodeService</h4></div><div><pre style="background: rgb(240, 240, 240) none repeat scroll 0% 0%; border: 1px dashed rgb(204, 204, 204); color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; overflow-wrap: normal;"> package mockex <br />
interface RegCodeService {
String getRegCode(String name);
void createCode(String name)
} <br />
class MemberService {
RegCodeService regCodeService <br />
String getRegistrationCode(Member m) {
String regCode = regCodeService.getRegCode(m.name)
if (!regCode) {
regCodeService.createCode(m.name)
}
return regCodeService.getRegCode(m.name)
}
} <br />
class Member {
String name
} </code></pre></div><div style="text-align: left;"><h4></h4></div><div style="text-align: left;"><h4>MemberServiceSpec</h4></div><div><pre style="background: rgb(240, 240, 240) none repeat scroll 0% 0%; border: 1px dashed rgb(204, 204, 204); color: black; font-family: "arial"; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; overflow-wrap: normal;"> package mockex
import spock.lang.Specification <br />
class MemberServiceSpec extends Specification { <br />
MemberService memberService
RegCodeService regCodeService<br />
def setup() {
regCodeService = Mock(RegCodeService)
memberService = new MemberService(regCodeService: regCodeService)
} <br />
def 'regCode test'() {
given:
Member m = new Member(name: "Bob") <br />
when:
String regCode = memberService.getRegistrationCode(m) <br />
then:
regCodeService.getRegCode(m.name) >>> ['', 'REG_CODE_001']
regCode == 'REG_CODE_001'
}
} </code></pre></div><div><br /></div><div><br /></div><div>Here we are mocking the RegCodeService.getRegCode to return empty at first and then 'REG_CODE_001' on the same parameter.</div><div><br /></div><div><br /></div><div>Hope this helps!<br /></div>GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-13472775886214402182020-07-10T23:34:00.002+01:002020-07-10T23:57:20.801+01:00GraalVM setup and generate native image using maven plugin<h4>
GraalVM Setup and native image generation using Maven plugin</h4>
Today we are going to generate native image(one of many features of GraalVM) using GraalVM for the <a href="https://ganeshtiwaridotcomdotnp.blogspot.com/2020/07/java-read-huge-xml-file-and-convert-to.html" target="_blank">XML Parser </a>that we developed earlier. Native image will contain the whole program in machine code ready for its immediate execution. It has the following advantages: <br />
Ref: <a href="https://www.graalvm.org/docs/why-graal/#create-a-native-image" target="_blank">https://www.graalvm.org/docs/why-graal/#create-a-native-image</a><br />
<ul>
<li>faster startup time</li>
<li>no need for JVM(JDK/JRE) to execute the application</li>
<li>low memory footprint</li>
</ul>
<b> Steps:</b><br />
<h4>
1) GraalVM setup </h4>
I used <a href="https://sdkman.io/install" target="_blank">sdkman</a> to install GraalVM SDK setup in my Linux machine. I used the following steps. First I listed all available JDK distributions and then I ran sdk install to install the latest GraalVM version. At the end of the installation I selected Yes to enable this version as default JDK.<br />
<br />
<span style="font-family: "courier new", "courier", monospace;"><b>sdk list java</b></span><br />
<span style="font-family: "courier new", "courier", monospace;"><b>sdk install java 20.1.0.r11-grl </b></span><br />
<br />
Then I verified the installation using following<br />
<b><span style="font-family: "courier new", "courier", monospace;">java -version </span> </b><br />
<br />
I got the following. So, everything working great so far:<br />
<span style="font-family: "courier new", "courier", monospace;">openjdk version "11.0.7" 2020-04-14<br />OpenJDK Runtime Environment GraalVM CE 20.1.0 (build 11.0.7+10-jvmci-20.1-b02)<br />OpenJDK 64-Bit Server VM GraalVM CE 20.1.0 (build 11.0.7+10-jvmci-20.1-b02, mixed mode, sharing)</span><br />
<br />
<b>If you want to do it manually, </b>download the zip file and extract it and add to system path and enable that as default JDK.<br />
<br />
<h4>
2) Native image tools installation</h4>
Before you can use GraalVM native image utility, you need to have a working C developer environment. For this:<br />
<br />
<b>- On Linux, you will need GCC, and the glibc and zlib headers. </b><br />
Examples for common distributions:<br />
<br />
# dnf (rpm-based)<br />
<span style="font-family: "courier new", "courier", monospace;"><b> sudo dnf install gcc glibc-devel zlib-devel libstdc++-static</b></span><br />
# Debian-based distributions:<br />
<span style="font-family: "courier new", "courier", monospace;"> <b> sudo apt-get install build-essential libz-dev zlib1g-dev</b></span><br />
<br />
<b>- On MacOS</b><br />
XCode provides the required dependencies on macOS:<br />
<br />
<span style="font-family: "courier new", "courier", monospace;"> <b> xcode-select --install</b></span><br />
<br />
<b>- On Windows, you will need to install the Visual Studio 2017 Visual C++ Build Tools</b><br />
<br />
<br />
After this, you can run the following to install the native-image utility<br />
<span style="font-family: "courier new", "courier", monospace;"><b>$JAVA_HOME/bin/gu install native-image </b></span><br />
<br />
Here, $JAVA_HOME is your GraalVM installation directory<br />
<br />
<h4>
<b>3) Finally, use GraalVM native image Maven plugin to generate native-image during package phase</b></h4>
For this, I added the following on my XML Parser's pom.xml file: <br />
<br />
<b>Dependency:</b><br />
<span style="font-family: "courier new", "courier", monospace;"><dependency><br /> <groupId>org.graalvm.sdk</groupId><br /> <artifactId>graal-sdk</artifactId><br /> <version>${graalvm.version}</version><br /> <scope>provided</scope><br /></dependency></span><br />
<br />
<br />
<b>Plugin:</b> It automatically detects the jar file and the main class from the jar file. I've specified the imageName = xmltocsv as the executable<br />
<br />
<span style="font-family: "courier new", "courier", monospace;"><plugin><br /> <groupId>org.graalvm.nativeimage</groupId><br /> <artifactId>native-image-maven-plugin</artifactId><br /> <version>${graalvm.version}</version><br /> <executions><br /> <execution><br /> <goals><br /> <goal>native-image</goal><br /> </goals><br /> </execution><br /> </executions><br /> <configuration><br /> <!--The plugin figures out what jar files it needs to pass to the native image<br /> and what the executable main class should be. --><br /> <!--<mainClass>${app.mainClass}</mainClass>--><br /> <imageName>xmltocsv</imageName><br /> <buildArgs><br /> --no-fallback<br /> </buildArgs><br /> <skip>false</skip><br /> </configuration><br /></plugin></span><br />
<br />
<b>The version:</b><br />
<graalvm.version>20.1.0</graalvm.version><br />
<br />
And ran with following to generate the native image<br />
<b>mvnw clean package native-image:native-image</b><br />
<br />
<br />
<br />
<br />
It produced the following files on my target folder<br />
<br />
<span style="font-family: "courier new", "courier", monospace;">── target<br />│ ├── xmltocsv //this is the binary file, it can run without jvm<br />│ └── xmltocsv-FINAL.jar //this required JVM to run</span><b><br /></b><br />
<h4>
<b>4) Testing</b></h4>
In my linux machine I executed the xmltocsv binary <br />
$ ./target/xmltocsv ../big3.xml ../big3.csv<br />
<br />
It started faster, used less memory but took little longer(because we lost JVM optimizations) to convert the file than running the jar file to do the same.<br />
<br />
The complete example code is available here: <a href="https://github.com/gtiwari333/java-read-big-xml-to-csv" target="_blank">https://github.com/gtiwari333/java-read-big-xml-to-csv</a><br />
<br />GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-19746269212187751712020-07-09T22:08:00.003+01:002020-07-28T01:25:58.856+01:00Create a huge data file for load testingIn this short blog, I am going to describe <b>how you can create a big file for load testing. In most cases, you will only need step #2 to combine join big files.</b><br />
<br />
For my earlier blog <a href="https://ganeshtiwaridotcomdotnp.blogspot.com/2020/07/java-read-huge-xml-file-and-convert-to.html">read-huge-xml-file-and-convert-to-csv</a>, I needed to create a very big xml file (6GB +) without crashing my machine !!<br />
<br />
My sample XML file would look like following with millions of <book> element.<br />
<br /><pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhhArqN0P9YnGMzBg8joSFIBE-ZCw9yKc4w1FIfYI7p-yYTKeyMD6OSvHi6HxmL8qV2TtOiC42K-maMkLblbR2_t8q2Yu7esTt4fdgA5vGvpapCw77KuEyC68ghQaaDr7n3lUgpUC2A6FEW/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"><catalog>
<book id="001" lang="ENG">
..
</book>
<book id="002" lang="ENG">
..
</book>
...
</catalog> </code></pre>
<br />
<b>Steps:</b><br />
<b>1) Since the start of the file contained <catalog> and file ended with </catalog>, I striped the start and end line and created a small file with just a few <book> elements.</b><br />
<br />
//small.xml<br />
<pre style="background-image: URL(https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhhArqN0P9YnGMzBg8joSFIBE-ZCw9yKc4w1FIfYI7p-yYTKeyMD6OSvHi6HxmL8qV2TtOiC42K-maMkLblbR2_t8q2Yu7esTt4fdgA5vGvpapCw77KuEyC68ghQaaDr7n3lUgpUC2A6FEW/s320/codebg.gif); background: #f0f0f0; border: 1px dashed #CCCCCC; color: black; font-family: arial; font-size: 12px; height: auto; line-height: 20px; overflow: auto; padding: 0px; text-align: left; width: 99%;"><code style="color: black; word-wrap: normal;"><book id="001" lang="ENG">
..
</book>
<book id="002" lang="ENG">
..
</book>
<book id="003" lang="ENG">
..
</book>
<book id="004" lang="ENG">
..
</book> </code></pre><br />
<br />
<b>2) Used 'cat' to join files. The following would create bigger.xml by combining five small.xml files</b><br />
<br />
<i>cat small.xml small.xml small.xml small.xml small.xml >> bigger.xml</i><br />
<br />
<br />
I can further do the following to gain exponential file size<br />
<br />
<i>cat bigger.xml bigger.xml bigger.xml bigger.xml bigger.xml >> evenbigger.xml</i><br />
<br />
<b>3) finally I used 'sed' to add <catalog> at beginning and </catalog> at end to create a proper xml file</b><br />
<br />
<i> sed -i '1s/^/<catalog> /' bigger.xml</i><br />
<i> sed -i -e '$a</catalog>' bigger.xml</i><br />
<br />
<br />
<b>4) Let's verify using tail and head</b><br />
<br />
<i> head -10 bigger.xml</i><br />
<i> tail -10 bigger.xml</i><br />
<br />
I can see the <catalog> at start and </catalog> at end. Hurray....GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0tag:blogger.com,1999:blog-8219113377173546175.post-36353368961936851782020-07-09T21:54:00.003+01:002020-07-09T21:56:44.349+01:00java read huge xml file and convert to csv<span style="background-color: #fefdfa; color: #333333; font-family: "georgia" , "utopia" , "palatino linotype" , "palatino" , serif; font-size: 13px;">SAX parser uses event handler org.xml.sax.helpers.DefaultHandler to efficiently parse and handle the intermediate results of an XML file. </span><br />
<span style="background-color: #fefdfa; color: #333333; font-family: "georgia" , "utopia" , "palatino linotype" , "palatino" , serif; font-size: 13px;"><br /></span>
<span style="background-color: #fefdfa; color: #333333; font-family: "georgia" , "utopia" , "palatino linotype" , "palatino" , serif; font-size: 13px;">It provides the following three important methods on each event where we can write custom logic to take specific action at each events:</span><br />
<ul style="background-color: #fefdfa; color: #333333; font-family: Georgia, Utopia, "Palatino Linotype", Palatino, serif; font-size: 13px; line-height: 1.4; list-style-image: initial; list-style-position: initial; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="border: none; margin: 0px 0px 0.25em; padding: 0.25em 0px;">startDocument() and endDocument() – Method called at the start and end of an XML document. </li>
<li style="border: none; margin: 0px 0px 0.25em; padding: 0.25em 0px;">startElement() and endElement() – Method called at the start and end of a document element. </li>
<li style="border: none; margin: 0px 0px 0.25em; padding: 0.25em 0px;">characters() – Method called with the text contents in between the start and end tags of an XML document element.</li>
</ul>
We will be using this class to read a HUGE xml file (6.58GB, it should support any size without any problem) efficiently and convert and write to CSV file.<br />
<br />
I am going to use my existing code from my old blog <a href="http://ganeshtiwaridotcomdotnp.blogspot.com/2011/08/xml-parsing-using-saxparser-with.html">xml-parsing-using-saxparser</a> and updating it for this purpose. The final code is available on <a href="https://github.com/gtiwari333/java-read-big-xml-to-csv">github project java-read-big-xml-to-csv</a><br />
<span style="background-color: #fefdfa; color: #333333; font-family: "georgia" , "utopia" , "palatino linotype" , "palatino" , serif; font-size: 13px;"><br /></span>
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAW0AAACoCAYAAAArU7+RAAAWfklEQVR4Ae2d34/kVpXH8wcB0kggYHa60klosgPSBmamJyJZhZlsFmXSIy1hQSAg3R2iBEVAstAVBMmKyUsXu4rywMO+VP64uzrXPvbxLdtlV7m6fcqfh5J/XV9f3/O9H5+6rjrnqVtPPxP40AdoAA2gAR8aeApD+TAUdsJOaAANiAaANt80+KaFBtCAIw0AbUfGwtPC00IDaABoA228LDSABhxpAGg7MhZeFl4WGkADo4L2by8+DvZz9v6H4aUHr+EF8GBBA2gADeQaGATaf/jgg/D55583fuR4Fw/BAtuuP3j9cafzu1yDMngqaAANeNbAINB+4ft3w2effVYLbdkvx7t0kgV1n/UudVOGgYoG0MA+aGAQaEtHnJ6/XQtt2d+1o/qA2pbtWj/lGLRoAA1418Bg0P727e+Ev//9fyrglm3Z37WTLIj7rHetn3IMWDSABrxrYDBoS0e8+Z8/rUBbtvt0UB9Q27LpNW7OXgyni2X44osv4ufi5DDcnD0OF8tFuJgvwnI5D49msm+1XFoX2wxyNIAGxqSBQaH99LPfCk+ePInglqVs97lZC+I+6+k1bp7Mw3JefXmZQXsZLs9ejG1SYOt2WgfbDFQ0gAbGqIFBoS03+G///qMIbVn2veE+oLZl0+vcPD4Pl8sS0HJcPe3T48MM2rFM5nGn57PNYEUDaGCsGhgc2geHz4Zf/fqtIMu+N21B3Ge96Tp3zxYr0yNAm8HYpBf2ow0PGhgc2tvcdB9Q27Jt1xRwyxTIiqedz2czPcJAbdMPx9DH2DSwl9CWOW19CVm+dMxeRKqnLYbQeW4tKy8sx2Yg2gM00AAasBoYFbRtw1hHqGgADaCBVQ0AbWI68O0CDaABRxoA2o6Mhdex6nXQJ/TJ1DQAtIE2XhYaQAOONAC0HRlrah4F94sXjQZWNQC0gTZeFhpAA440ALQdGQuvY9XroE/ok6lpAGgDbbwsNIAGHGkAaDsy1tQ8Cu4XLxoNrGpgL6Ft/+Iu6+SaXDU8g4E+QQM+NTAqaJNr0qeIGPzYDQ1cnQZGBe19zDWZhYldBBvzBIFfncDpa/p63zQwKmhL55JrkkG2b4OM+0HTQ2pgdNAm1yQCH1Lg1IWe9k0Do4O2dPB4ck3m4VxPskw4EsJVwrdqcgXZtvG4H83LvJSa7szG8S7Wz8rQsfb8fRMX9wMw0cDwGhgltEeTazImA16G5eI83JVEwHmcbgVtzEWZJwm24izgfFwmFJY5bY3fXQBdclnWnG/rYn140dOn9KlnDYwS2tKho8g1mWdw15eIFsbSxpXtSvKF7OWjLWPX6873LCTaDgjRwNVoYLTQHkOuyXWQtcezX4lkiYKzTO9Am0F8NYOYfp5WP48W2tsIMf1zTdft9JoWynKsbTtOleg0Ssz0DrTT/mR7WnDB3ruxN9C++Dgo1FORtUFaytrjmXedvYhcLubhYgG00/5kezeDmH6dVr/uJbQR8bREjL2x95Q0ALQJGEWENzSABhxpAGg7MtaUvAnuFe8ZDdRrAGgDbbwsNIAGHGkAaDsyFp5HvedBv9AvU9IA0AbaeFloAA040gDQdmSsKXkT3CveMxqo1wDQBtp4WWgADTjSANB2ZCw8j3rPg36hX6akAaDdAu3Ze5+Gyuf0o3Dw8o/wSlr6bEqDh3vlYXEdGthLaA+Va7ICbAPwg1f/A3ADbjSABq5FA3sJ7aFyTTZBe93+9OlLnkg8slQTbKOJTTWwl9CWzhgi1+Q6ODcd39QYnMdARgNoYJ0G9hbaQ+SabILyuv3rOp3jDEw0gAY21cDeQls6ZNtck+vg3HQ8NYYN4SrH0lySGtZV8k/quTY+d1pey7Bk4KOB6Wlgr6G9ba7JJiiv258OpBTaetzuj5CePy6gLaC2EJdzbHmtg+X0Bi02n7bN9xraIu5tck2ug3PT8XRQpbAVQEsmd/kslzZZgqYrexwu8iw4Uldd+fQabE97IGP/6dh/76G9Ta7JJiiv258OIAvtplyScs7ds0WQTO+6lH1t5dPrsD2dgYutp2vrvYf2NuJeB+em4+k1K9A+mYdlTS5JOScCOqYqyzzuuK+lfHodtqc7kLH9dGwPtFv+INAE5XX70wFUgfbsxXC6WM0lKefoC8mlmdvWfXEqxeSeTK/B9nQGLbaetq2Bdgu0hxocGbRL73moeqln2oMX+0/T/kD7KqBtpjgYaNMcaNgduw+lAaC9Q2hnLxGXxS9EhjIa9QAANDBdDQDtHUKbgTXdgYXtsf2uNAC0gXbxh55diYx6ARgaGE4DQBtoA200gAYcaQBoOzIW3spw3gp9SV961QDQBtp4WWgADTjSANB2ZCyvngHtxqtFA8NpAGhfAbR/e/FxsJ+z9z8MLz14De/mCvoeWAwHC/pyHH0JtFvAMVSuSQtsu/7g9TIUKwNiHAMCO2CHsWsAaLdAe6hckxbUfdaHFo+NgTJ03dQH7NDA1WgAaLdAW0Q4RK7JPqC2ZYceBBbadn3o61Df1Qxe+nma/Qy010B7iFyTFsTv/tdfwhtv/jx+ZN0eS9eHHpQW1HZ96OtQ3zRhgt2vxu5Aew20RYjb5pq0ML738ivFC8jjl17pDG0N0SpJEqRNmkPyzsFJuJDsNyfn4XKZhXyVNGWSSEGz4xTnzB7Hsm/dk3OysjHkax4KVmOl6Hk23Zle3x5L9/3pjfsx7GzlPIJlFfYGalcDtX3vZ6DdAdrb5pq00D781lExiGXdHkvXU/Fl3rGEeBX4mtRky2WZWCFPZVaAWqBZKWvTm2Xr8SEQ6yzzUmYA17JZDHCtU9uV5rWM9cj1TDzwulyXej5LIIYG+msAaHeAtghrm1yTFsbiXatQ+3jaeo7mi1RvNp3maNu2x+y61J1BuhrzW4Fbd6w8ZxlTpBXtSx8oJtellmHZf6DSZ/SZagBod4T2NrkmLbTf/eNfwhs/+Xn8yLo9lq6rkexyTNDWdulUjD5INMelLrUcS8CDBrbXANDuCO1txJbCuOt2es3MO66bHkmnOeq3rXdt1+U62XY6PaJTMPXTI7Z9FtDRM09yXdqyrG8/cOnD6fYh0HYCbX3pp/PKAklJEFy8iDw+zF5Q5i8bT2u2U1DL9EfTi8ilvNzM6xBAKNQrLyLz+fNYRz5vnpXNIG/ntoHMdCGD7Ye1PdC+Amgj2mFFS3/Sn1PWANAG2sWL0SkPBO6dB4EXDQBtoA200QAacKQBoO3IWF48AdqJ14oGdqcBoA208bLQABpwpAGg7chYeC+7817oW/rWiwaANtDGy0IDaMCRBoC2I2N58QRoJ14rGtidBoC2V2gf3Q4Hr70ZZr/4IMze+e/s84sP4r5bR7fxnLzalXaj3TUaANprOmiUHsP9B2H2m0/C7L1P6z+/+STcuv8A8Xu0LW1Gt2s0ALTXdNDooC3Afu9JPawrEH8CuL3ZlvYC7A4aANodOmk04D663e5hV6D9aSxbN1WSxhGR2CEaoW/Te03jmmxaD+ftbi6Uvt2PvgXajqAd57ANmA/e/Vv42sOfhC8ffS986fD5cON7/xr+6Zd/rHjhck46WFPANsXLTs9r207rbCvLsf2AB3a8HjsCbUfQji8dDbS/+vDNcOPew3Dr7M/h4J1Pwjd+/E44ePuvFWjLOengSgGbbqflu2wPUUeX61DmekBBv4+n34G2J2gnLx+/fPRCuHX65yqkDdTji0p5KZncYwrYNG1Y5nmXOSTt1EnTMVtntr6spB1L28D2eCCALXzZAmgnQBuzgNNfjGTQ/mhDaJdQ1hyScu8KXAV1BmnNFSm5KdNECfaYrGextPX8MfcnbfMFK+yV2Qtoe4K2/CbbeNJfffjjcOPuD8Ot04/Cwdsfh6+fnIabP/tdpUyn6ZFjyeSewzeud88VWeSRzJMvXC6qOSMZaIARDQyrAaDtCNrpi8jZe38LAu6vHP1L+NLhP4cb9x5EgFuwd3oROSu947qXkgWY24CeZ3O/XCyYFnGkKYA6LFCvoj+BtqcBNuhP/jLPWkS2fgpEc0XWTY/YY1mdAnlNi3YVIuYa/sCDzTa3GdD2BG1p6wB/rtF5a833uJIPMnrUef7INFdkw7Hqi8g8R+TiPNydZbkrGaSbD1L6jr6zGgDa3qCt4E5+SWKnROSFJX9jZ6Dbgc76/ugBaHuEtrSZgFErP2UETPsDJmzZbEug7RXatBtoo4FJagBoI/xJCh9PrtmTo2/G3TdAG2gDbTSABhxpAGg7MhYe0Lg9IOyDfa5CA0AbaONloQE04EgDQNuRsbo+xY9//2x4+nm8nq79RTm04kkDQNsrtFt+8vfq/z0XXvnf58LzDxmMngYjbUWvXTQAtD1Ce02OSIG2fu68+1yYHTEYugwGyqATDxoA2t6g3eFv7ApsXf7gr88yZ+nNzrQXzTZoAGg3dMwon7gdA0YprGV57w9HK/PbGntkOX9cOzDuni1CGo8k7Q8bZCo9xjYeKxrYnQaAtiNop6FZm3JECqx/+I/vhu989E5oC80qYVRPj6sBnQqgJ4GiGIS7G4T0LX3bRwNA2xG0u+aIvH/5ajh8P88V2ZIj8mK+WAmhmqUem4cLoF37LaTP4KIsMN6FBoC2J2gnkf22zxEp8bHLLDU3YzIE8b5lf+mFS3zsIoxrPqVSDcWalz+bF+WIpw2wdgEs6nwmAG330N40R2SZsEDzOcZ56hgDuwptHSi1oD4+LPJK6hx59NbNw0DPZwnI0cD2GgDanqC9gxyRJagPQ5FWLM/3qPPdAuHC08498CaAy6C0xxik2w9S+pA+tBoA2o6gnb6IHCJHZDElcnIeLvNMMxa62a9ENKWYZKTJPPRKmRTyybYVHOsACA1spwGg7QjakvhAstJUstSY7Owr+yWDzdHtlRdqFrgygNST1nloezxOdSjMY6oxoA10toMO/bdd/wFtT9CWtnb4c00G7yeNKccslCO04wtI+0KynNPOPPE8X+RiHi7wtFcegkBoOwjRf/36D2h7g7aCu83jJkckYPWoa9rcSbdA26tQWgJG1U2J4M3082boL/prrBoA2l6hTbs7eSVjHXi0i4fCphoA2sAP+KEBNOBIA0DbkbE2fTJzHl4dGtgfDQBtoI2XhQbQgCMNAG1HxsJb2h9vCVtiy001ALSBNl4WGkADjjQAtB0Zq/Jk5id/gMardmn3VtoF2h4FtCZHpPzVXf45WYG8x/ukzdgQDaxoAGh7E8UAf2MH5synogG/GgDanqA9aMCoMrGBhF3VmNpXOZhtDBQNC6vXt8eKfSfzoDG7dZ8syVfpF0DWjqx3syPQdgTtNDRrU45IG+2vLUekjZe9vIakBRbMMZqgSTScgXhZSYcmCYc1EmHTALd1NpVhfzc40E/j7Ceg7QjaXXNEWmjLOengS8GWbqfld7Vtr2uTMcj1BNAXZ+fhskhvVsbybmuPrbOtHMfGCSTsst4uQNsTtJPIftvniMwysduY2TJo1MuVaRPrgdswrXZKxZav7M+TIUgCYa3Hlr08Oy9yURbJGGL6MgW0hIjVBAzp+iJova8fnMR63rony3LaR6dS7DWLdtS0DWCsBwZ9dP19BLTdQ3vTHJGrcIvATrLOCNBlSkKBnU5PZJ7tspgTzwBpEyWUUxxpWfGml0kCYZlbj+XyxAuP5nldZj5b69G2ZNv2mtl6+/3IQ6BsGzC6fhhhg242ANqeoL2rHJFmPtt6peI1R297/jj3vstECTrAsvLV/fpS0cI0AlQy3+Qwjts1Dwjxju38ts5j67L2PFNP7TWN913cjzlH74VlN2jQT9fbT0DbEbTTF5FD5IiUAVgBYkwpVoWwlKmDc9P+jaGdQ/2RzGef5FM3sm9+XuSmjNdMgGtBbdeb2ldXh+zjQx940ADQ9jRYB/3JX/0UQga91WmDftMjdh46vU45lZJOj+g17JSJtkfnouuAa0Ft18uydfdTplTzMFBpIw8U1QDQ9gRtaesAf65JwSZiiACtJPBdnfNWgOq0ScUbzqcgVoFbQluuI1Mfer59EamCtO3QfeK560vFWEeLpy3HpbxOg8Ty8dtD9X7q+kCvxxJAjlkDQNsbtBXcyS9JKj/z42/sTHV41DVt7qRboO1VKASM6iTwMXtMtA2PfhMNAG2v0KbdQBsNTFIDQBvhT1L4m3g4nINnPAYNAG2gDbTRABpwpAGg7chYY3jK0wa8TTRwvRoA2kAbLwsNoAFHGgDajoyFh3O9Hg79T/+PQQNA2yu0+ckf3qFX7dLurbQLtD0KiByRW4l+DN4SbcBr31QDQNsbtAf4G/umYuE8QIMGrl8DQNsTtAcKGCUDz8YAscGYug7KNA6JjTnStY4+5dLrSWwRjX3Sp54+ZZvikzTt71O3LWvrs+u2DOvXD8ux2ABoO4J2Gpp14xyRSfhVCbt6modC7SrMFC51gZ661tWlXHq9Luf0LZNeI93W+pr26/G+S1ufXe9bD+WnAXag7Qjag+WIlCwwJhnBJoM9hUu6vUmdbefsun65dnqNdFvb17Rfj/dd2vrset96KA+0edkzMqDPksh+2+WIXI0xLYNew5pqaFONcV2k9sqBfyfPy1hkdE/Cpab1SN0KpDK34/1wuihDpup0h82eo1M3eq5eL6tPckmW8bnjPvNAaq3nzIaIlXRqWfoxDRsbM+gk9yT12/vQtrTd62lynaIOEy7WhqhN77PtHrQfH82yhBFaN8v9hjee9sjA3Dbg6qHdP0ekXENh3DQ3bOGRrUtig9XkugqupumR1XrKh4VNK6b3bcvHdhY5KhOoasJfkztSygtABf7r6tH43LENWlcC6ayO8qGiQI8PNJPbsq7tem7zdcqHTey7vD7bbrte1xf6INXrs9xvWKt9gbYnaA+UI1KNL0v15Aov1yQpsC8X9cVlUS71TE2eyVhvTT0rEMq9TQsfbU8FkJI3MgGq3kO232TKaUjkEEFbU4+t167He2i9ZpncQfvGwrytrniPZnrKlq2sG29c+6PtG4D2Ccv9hjfQdgTt9EXkpjki00EdPb0keW/mia+CqQrt8ritMwOvglSmMLJyFki2vFxfoBQ95OQlqZZrOleOy/kCfl3KPtsGrSPuT0Bs67XrdWW1HlvOXsf2mS2T1tUP2lk/6rXTuux+1vcb1mpfoO0I2rcG+snfzZPzoNMaOk0i0ItTBRVP1cK2fXpEBSXL9nrqQa/AzWBXTqFovSkEdX+8noB+MQ8XixJwXeux9dr1WG8CeL2mLdf1XivnxHq7To/06wttI8v9BTjQ9gRtaesAf67JAFLO1RbzrrPsxV78mh8huAhv3cteFuoUhsBVfnmSvoi0kNAHga1HHhIWXFK+Oq1ggJtMC5RTAmWbpW5tk15P70PbknnB5TllPeWDI22TvlSsK1vUa2Cu1157r+ac9N67voiM16iZ4tF2sdxfUFvbAm1v0FZwJ78kIUfkNAasHbysT9PmQNsjtKXNBIziJ6letUu7t9Iu0EZAWwkIb2+a3h52vz67A22gDbTRABpwpAGg7chYeDfX593Q9/T9WDTw1AvffSbwoQ/QABpAAz40ALR5aPHQRgNowJEGgLYjY+EJ+fCEsBN22qUGgDbQxstCA2jAkQZGBe1/vPyVYD+XP7gRfvb9byIoR4LapYdB3XiwaOCZMAi0L/70YXjl5Ttbw9UC266f3vnG1nVjbAY8GkAD+6CB/wcqCwJdECkKigAAAABJRU5ErkJggg==" style="margin-left: auto; margin-right: auto;" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Java HUGE XML to CSV - project structure</td></tr>
</tbody></table>
<h3>
<b>How to Import/Run:</b></h3>
Its a simple maven project(with no dependencies). You can import it into your IDE or use command line to compile and run.<br />
If you plan on using Command Line, to compile and create a runnable jar file, go to the root of the project and run <b>mvnw clean package</b> .<br />
Then you can run the executable as following:<br />
<b>java -jar target\xmltocsv-FINAL.jar C:\folder\input.xml C:\folder\output.csv</b><br />
<br />
<h3>
The code:</h3>
<b>SaxParseEventHandler </b><br />
SaxParseEventHandler class takes the RecordWriter as constructor parameter<span style="background-color: white; font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><br />
<div style="background: rgb(255, 255, 255); float: left; line-height: 1; white-space: pre;">
<span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt;"> public</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">SaxParseEventHandler</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">RecordWriter</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;"><</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">Book</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">></span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">writer</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">)</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span></div>
<br />
<br />
We create new book record on startElement event<br />
<span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt; white-space: pre;"> public</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt; white-space: pre;">void</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">startElement</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">s</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">s1</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">elementName</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">Attributes</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">attributes</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">)</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc1" style="color: green; font-family: "courier new"; font-size: 10pt; white-space: pre;">/*
handle start of a new Book tag and attributes of an element
*/</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">if</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">elementName</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">equalsIgnoreCase</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc6" style="color: grey; font-family: "courier new"; font-size: 10pt; white-space: pre;">"book"</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">))</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc2" style="color: green; font-family: "courier new"; font-size: 10pt; white-space: pre;">//start</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">bookTmp</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">=</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">new</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">Book</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">();</span><br />
<br />
<br />
and we write the parsed book data to file on endElement() event.<br />
<div style="background: rgb(255, 255, 255); float: left; line-height: 1; white-space: pre;">
<span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt;"> public</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt;">void</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">endElement</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">s</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">s1</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">String</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">element</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">)</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">{ </span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold;">if</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">element</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">equals</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc6" style="color: grey; font-family: "courier new"; font-size: 10pt;">"book"</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">))</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc2" style="color: green; font-family: "courier new"; font-size: 10pt;">//end
</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">writer</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">write</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">bookTmp</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">counter</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">);</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span></div>
<br />
<br />
<br />
<br />
<br />
<b>RecordWriter:</b><br />
Its a simple wrapper for FileWriter to write content to file. We are currently writing T.toString() to file.<br />
<span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt; white-space: pre;"> public</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt; white-space: pre;">void</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">write</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">T</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">t</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc16" style="color: #8000ff; font-family: "courier new"; font-size: 10pt; white-space: pre;">int</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">n</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">)</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">throws</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">IOException</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">fw</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">write</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">t</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">toString</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">());</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">if</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">n</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">%</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc4" style="color: #ff8000; font-family: "courier new"; font-size: 10pt; white-space: pre;">10000</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">==</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc4" style="color: #ff8000; font-family: "courier new"; font-size: 10pt; white-space: pre;">0</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">)</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">fw</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">flush</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">();</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;">}</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt; white-space: pre;">
</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold; white-space: pre;"> }</span><br />
<br />
<b>Main:</b><br />
Its the main 'launcher' class<br />
<div style="background: rgb(255, 255, 255); float: left; line-height: 1; white-space: pre;">
<span class="sc11" style="font-family: "courier new"; font-size: 10pt;">SAXParserFactory</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">factory</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">=</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">SAXParserFactory</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">newInstance</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">();</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold;">try</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">RecordWriter</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;"><</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">Book</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">></span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">w</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">=</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold;">new</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">RecordWriter</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;"><>(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">outputCSV</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">))</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">{</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">SAXParser</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">parser</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">=</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">factory</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">newSAXParser</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">();</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">parser</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">.</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">parse</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">inputXml</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">,</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc5" style="color: blue; font-family: "courier new"; font-size: 10pt; font-weight: bold;">new</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">SaxParseEventHandler</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">(</span><span class="sc11" style="font-family: "courier new"; font-size: 10pt;">w</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">));</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;">
</span><span class="sc10" style="color: navy; font-family: "courier new"; font-size: 10pt; font-weight: bold;">}</span><span class="sc0" style="font-family: "courier new"; font-size: 10pt;"> </span></div>
<br />
<br />
<br />
<br />
<br />
<br />
<b>Results at 16GB RAM, Core i5, 6MB L3 cache, SSD | Windows Machine</b><br />
<b>Max RAM usage:</b> 190MB<br />
<b>Time Taken:</b><br />
For the file big2.xml with size 118MB<br />
- JDK8 - 8-9 sec<br />
- JDK 11 - 6-7 sec<br />
- JDK 14 - 5 sec <br />
<br />
<b>big3.xml with size 6.58GB takes about 2 minutes</b><br />
<h4>
<br />Next Steps: create a binary using GraalVM. I will keep posting !!</h4>
GThttp://www.blogger.com/profile/16923656636145211711noreply@blogger.com0