tag:blogger.com,1999:blog-23053353053808824692024-03-15T18:10:05.472-07:00Open Source ProgrammingRahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.comBlogger26125tag:blogger.com,1999:blog-2305335305380882469.post-24389114992214204772016-10-17T19:28:00.001-07:002016-10-18T05:34:16.176-07:00How to debug facebook Access Token<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "arial"; font-size: small;">In the previous articles we have seen “</span><a href="http://techpost360.blogspot.com/2016/10/build-your-own-facebook-app.html" target="_blank" title="Create Facebook App"><span style="font-family: "arial"; font-size: small;">How to build your own facebook app?</span></a><span style="font-family: "arial"; font-size: small;">” and “</span><a href="http://techpost360.blogspot.com/2016/10/create-facebook-access-token.html" target="_blank" title="Create Facebook Access Token"><span style="font-family: "arial"; font-size: small;">How to create Facebook Access Token?</span></a><span style="font-family: "arial"; font-size: small;">”. Now in this article we will focus on how to debug facebook access token</span><br />
<span style="font-family: "arial"; font-size: small;">There are two ways for debugging the facebook access token.</span><br />
<ol>
<li><span style="font-family: "arial"; font-size: small;">You can directly use “Access Token Debugger” </span> </li>
<li><span style="font-family: "arial"; font-size: small;">You can use “Access Token Tool” to debug access token of each individual facebook app</span></li>
</ol>
<span style="font-family: "arial";"><span style="font-size: small;">And we will look on <b>“How to extend the validity of Facebook Access Token?”</b></span></span><br />
<span style="font-family: "arial"; font-size: small;">Let begin one by one</span><br />
<span style="font-family: "arial";"><span style="font-size: small;"><b>1.“Access Token Debugger” –</b> This is one of simplest method to debug any facebook access token.</span></span><br />
<ol> <ul>
<li><span style="font-family: "arial"; font-size: small;">Goto “</span><a href="https://developers.facebook.com/tools/debug/accesstoken" title="https://developers.facebook.com/tools/debug/accesstoken"><span style="font-family: "arial"; font-size: small;">https://developers.facebook.com/tools/debug/accesstoken</span></a><span style="font-family: "arial"; font-size: small;">” </span> </li>
<li><span style="font-family: "arial"; font-size: small;">It will ask for your facebook credentials. Please provide your login credentials </span> </li>
<li><span style="font-family: "arial"; font-size: small;">After successful login you will see following screen </span></li>
</ul>
</ol>
<a href="https://lh3.googleusercontent.com/-8SOEdwa2eaM/WAWIlw-zCHI/AAAAAAAAF2E/z11MzDoSKQc/s1600-h/debug-accesstoken-2016-10-17-18-40-1%25255B3%25255D.png"><span style="font-family: "arial"; font-size: small;"><img alt="debug-accesstoken-2016-10-17-18-40-11" border="0" height="284" src="https://lh3.googleusercontent.com/-SDOOaQhll68/WAWInDWhh1I/AAAAAAAAF2I/bVi4y6WOI40/debug-accesstoken-2016-10-17-18-40-1%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="debug-accesstoken-2016-10-17-18-40-11" width="545" /></span></a><br />
<ul> <ul>
<li><span style="font-family: "arial"; font-size: small;">Enter your access token and click on the debug button and it will show you all the statstics of you access token </span> </li>
<li><span style="font-family: "arial"; font-size: small;">There one more ways by which you can directly append “Accesstoken” at the end of URL and it will debug it. For example “</span><a href="https://developers.facebook.com/tools/debug/accesstoken?q=EAAChs8L4kjkBABa4hkKKvFi3tPj06xZCMBUqFLwldq9qhRLxiQUPeGcm0hZCK959gWQ69r6J83zg31TUZBsJEFldBgmCB8U9jDMgn5tnOxc7xiJkQRZA8MIdEqD0jka6uZCWuOxRoSZBN9M8UZAW2oEM6tzfJAiGZANu4u86G7J1UAZDZD&version=v2.8" title="https://developers.facebook.com/tools/debug/accesstoken?q=EAAChs8L4kjkBABa4hkKKvFi3tPj06xZCMBUqFLwldq9qhRLxiQUPeGcm0hZCK959gWQ69r6J83zg31TUZBsJEFldBgmCB8U9jDMgn5tnOxc7xiJkQRZA8MIdEqD0jka6uZCWuOxRoSZBN9M8UZAW2oEM6tzfJAiGZANu4u86G7J1UAZDZD&version=v2.8"><span style="font-family: "arial"; font-size: small;">https://developers.facebook.com/tools/debug/accesstoken?q=</span></a><span style="font-family: "arial"; font-size: small;">YOUR_ACCESS_TOKEN&version=v2.8”</span></li>
</ul>
</ul>
<span style="font-family: "arial";"><span style="font-size: small;"><b>2.“Access Token Tool” –</b> If you have created multiple facebook app on your developers account than you can follow this step to debug the access token of each individual facebook app.</span></span><br />
<ul> <ul>
<li><span style="font-family: "arial"; font-size: small;">Goto “</span><a href="https://developers.facebook.com/tools/debug/accesstoken" title="https://developers.facebook.com/tools/debug/accesstoken"><span style="font-family: "arial"; font-size: small;">https://developers.facebook.com/tools/debug/accesstoken</span></a><span style="font-family: "arial"; font-size: small;">” </span> </li>
<li><span style="font-family: "arial"; font-size: small;">It will ask for your facebook credentials. Please provide your login credentials </span> </li>
<li><span style="font-family: "arial"; font-size: small;">After login click on “Tools & Support” located on the top menu bar</span></li>
</ul>
</ul>
<a href="https://lh3.googleusercontent.com/-KBgB8l0NOog/WAWIn5HthEI/AAAAAAAAF2M/tM5L39xADGY/s1600-h/8.Debug-access-token3.png"><span style="font-family: "arial"; font-size: small;"><img alt="8.Debug-access-token" border="0" height="73" src="https://lh3.googleusercontent.com/-S6syUl0aEMk/WAWIozDiYmI/AAAAAAAAF2Q/5YVK71gWYq8/8.Debug-access-token_thumb1.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="8.Debug-access-token" width="553" /></span></a><br />
<ul> <ul>
<li><span style="font-family: "arial";"><span style="font-size: small;">Now go down the screen and click on <b>“Access Token Tool” </b></span></span></li>
</ul>
</ul>
<a href="https://lh3.googleusercontent.com/-Pfd6Ut5jVFI/WAWIp3OKwOI/AAAAAAAAF2U/2-8SBwOHhPk/s1600-h/9.Debug-access-token3.png"><span style="font-family: "arial"; font-size: small;"><img alt="9.Debug-access-token" border="0" height="162" src="https://lh3.googleusercontent.com/-iLwVjCewi-E/WAWIqxgiZqI/AAAAAAAAF2Y/VTagf4nOiGo/9.Debug-access-token_thumb1.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="9.Debug-access-token" width="562" /></span></a><br />
<ul> <ul>
<li><span style="font-family: "arial"; font-size: small;">Now you can see all the facebook app which you have created previously on this page. Just find the app which you have created and click on the “Debug” button located in front of Access Token.</span></li>
</ul>
</ul>
<a href="https://lh3.googleusercontent.com/-QYqltWMlsDc/WAWIrjJ1PNI/AAAAAAAAF2c/epHbCneQosw/s1600-h/10.Debug-access-token3.png"><span style="font-family: "arial"; font-size: small;"><img alt="10.Debug-access-token" border="0" height="83" src="https://lh3.googleusercontent.com/-yPTANnp0qmw/WAWIsrsIJCI/AAAAAAAAF2g/q_Zn4Js6Qz4/10.Debug-access-token_thumb1.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="10.Debug-access-token" width="579" /></span></a><br />
<ul dir="ltr" style="margin-right: 0px;"> <ul>
<li><span style="font-family: "arial"; font-size: small;">Once you will click on the “Debug” button you will redirected to “Access Token Debugger” screen.</span></li>
</ul>
</ul>
<div dir="ltr">
<a href="https://lh3.googleusercontent.com/-5-m5Fv7FRIM/WAWItXglmHI/AAAAAAAAF2k/D6MBSuU62S8/s1600-h/debug-accesstoken-2016-10-17-18-40-1%25255B5%25255D.png"><span style="font-family: "arial"; font-size: small;"><img alt="debug-accesstoken-2016-10-17-18-40-11" border="0" height="304" src="https://lh3.googleusercontent.com/-C7TyeCoQeKA/WAWIuZUjMBI/AAAAAAAAF2o/iRx9HJquKm4/debug-accesstoken-2016-10-17-18-40-1%25255B2%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="debug-accesstoken-2016-10-17-18-40-11" width="573" /></span></a></div>
<span style="font-family: "arial"; font-size: small;"></span> <br />
<h2>
<span style="font-family: "arial";">How to extend the validity of Access Token?</span></h2>
<span style="font-family: "arial"; font-size: small;"></span><br />
<span style="font-family: "arial"; font-size: small;">After the facebook has upgraded its UI of Access Token debugger, we can now easiy just go and click on the <b>“Extend Access Token”</b> button located just below the <b>“Access Token Debugger”</b> screen.</span><span style="font-family: "arial"; font-size: small;">And you are go to go with extended Access Token.</span><br />
<span style="font-family: "arial"; font-size: small;">Hope you have liked this article. Please feel free to drop your comments.</span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com2Gurgaon, Haryana, India28.4594965 77.02663830000005928.236067 76.703914800000064 28.682926000000002 77.349361800000054tag:blogger.com,1999:blog-2305335305380882469.post-50217705172539412072016-10-14T09:53:00.001-07:002016-10-17T19:32:18.667-07:00Create Facebook Access Token<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "arial"; font-size: small;">Facebook provides “Access Token Tool” facility which can be used to generate access token for all the “Facebook App” which you have created.</span><br />
<span style="font-family: "arial"; font-size: small;">“Access Token Tool” can be used for the following purpose : - </span><br />
<ol>
<li><span style="font-family: "arial"; font-size: small;">Getting the new “Access Token”</span> </li>
<li><span style="font-family: "arial"; font-size: small;">Debugging the “Access Token” (Here debugging term means checking the expiry of token, validity of token, scopes)</span> </li>
<li><span style="font-family: "arial"; font-size: small;">Extend Access Token</span></li>
</ol>
<span style="font-family: "arial"; font-size: small;">We will take one step at a time. Let’s have look on our first point -</span><br />
<span style="font-family: "arial"; font-size: small;"><b>1. Getting the new “Access Token: – </b>In our previous post we have seen “<a href="http://techpost360.blogspot.com/2016/10/build-your-own-facebook-app.html">How to build your own facebook page</a>” and created a app called “NewDemoApp”. Now here in this article we will create access token for the App “NewDemoApp”.</span><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">First step is we need to login to “<a href="https://developers.facebook.com/" title="https://developers.facebook.com">https://developers.facebook.com</a>”.</span> </li>
<li><span style="font-family: "arial"; font-size: small;">Once you logged-in into the facebook developer’s account goto <b>“Tools & Support”.</b></span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-jcht8zSy8TQ/WAENXT0PJQI/AAAAAAAAFyA/gnZ1jpWOiVs/s1600-h/screenshot-developers.facebook.com-2016-10-14-20-00-28%25255B3%25255D.png"><img alt="screenshot-developers.facebook.com-2016-10-14-20-00-28" border="0" height="58" src="https://lh3.googleusercontent.com/-tz-tzffL6QM/WAENZF_ifgI/AAAAAAAAFyE/ZLk7j-8tkvA/screenshot-developers.facebook.com-2016-10-14-20-00-28_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="screenshot-developers.facebook.com-2016-10-14-20-00-28" width="543" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">After clicking on the <b>“Tools & Support”</b> further down the screen you can see a link for <b>“Access Token Tool”, </b>please click on the link.</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-lAa5dGUOeVU/WAENZ6XuSdI/AAAAAAAAFyI/qYGicSq86fo/s1600-h/screenshot-developers.facebook.com-2016-10-14-21-06-41%25255B3%25255D.png"><img alt="screenshot-developers.facebook.com-2016-10-14-21-06-41" border="0" height="191" src="https://lh3.googleusercontent.com/-Jk1CIIdAiAo/WAENbtaOYNI/AAAAAAAAFyM/eeXT9tT-OTc/screenshot-developers.facebook.com-2016-10-14-21-06-41_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="screenshot-developers.facebook.com-2016-10-14-21-06-41" width="564" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Once you click on the <b>“Access Token Tool”</b> it will redirect you to new page and there you can find your facebook app “NewDemoApp” which you have created previously.</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-OcRtndFFesc/WAENdB4yQRI/AAAAAAAAFyQ/tlmuo9rivyM/s1600-h/screenshot-developers.facebook.com-2016-10-14-21-08-16%25255B3%25255D.png"><img alt="screenshot-developers.facebook.com-2016-10-14-21-08-16" border="0" height="145" src="https://lh3.googleusercontent.com/-xE0pUPEJyOs/WAENeL8s3aI/AAAAAAAAFyU/ABFioUVRvMc/screenshot-developers.facebook.com-2016-10-14-21-08-16_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="screenshot-developers.facebook.com-2016-10-14-21-08-16" width="516" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Now you are alomost ready to create the access token for your app, just click on the link <b>“need to grant permissions”</b></span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-UT8NvbtLLzE/WAENey8N-AI/AAAAAAAAFyY/EHdiwzs-kvM/s1600-h/screenshot-%25257Bdomain%25257D-%25257Bdate%25257D-%25257Btime%25257D%25255B3%25255D.png"><img alt="screenshot-{domain}-{date}-{time}" border="0" height="151" src="https://lh3.googleusercontent.com/-OU43AnGO8iI/WAENgsMo39I/AAAAAAAAFyc/zvYRYAdDDX0/screenshot-%25257Bdomain%25257D-%25257Bdate%25257D-%25257Btime%25257D_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="screenshot-{domain}-{date}-{time}" width="522" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">A pop-up message will appear on the screen with caption “Access Token created”</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-fQR-nRCV4ew/WAENhf4s3EI/AAAAAAAAFyg/I-ElScbNhIE/s1600-h/screenshot-developers.facebook.com-2016-10-14-21-14-53%25255B7%25255D.png"><img alt="screenshot-developers.facebook.com-2016-10-14-21-14-53" border="0" height="150" src="https://lh3.googleusercontent.com/-Ik-hDBg6F0s/WAENioxOP2I/AAAAAAAAFyk/tNJWxsbjK4g/screenshot-developers.facebook.com-2016-10-14-21-14-53_thumb%25255B3%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="screenshot-developers.facebook.com-2016-10-14-21-14-53" width="448" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Just click on continue and your access token is now ready. Please have a look the screencast below (Actual token is blurred due to security reason)</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-lCGWUsB66CI/WAENjr3b_VI/AAAAAAAAFyo/F4ogYb8a7Ws/s1600-h/before-access-token-generation%25255B3%25255D.png"><img alt="before-access-token-generation" border="0" height="156" src="https://lh3.googleusercontent.com/-_PjaRIlRhR8/WAENk-4rDnI/AAAAAAAAFys/N2snoauUtlg/before-access-token-generation_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="before-access-token-generation" width="541" /></a><br />
<a href="https://lh3.googleusercontent.com/-WiEjI-Gqm-k/WAENmB7ELtI/AAAAAAAAFyw/ZHfGp2kvMkg/s1600-h/after-token-generation%25255B3%25255D.png"><img alt="after-token-generation" border="0" height="83" src="https://lh3.googleusercontent.com/-pG5T1O3ARsM/WAENnBVez0I/AAAAAAAAFy0/pEtDACsLLMY/after-token-generation_thumb%25255B1%25255D.png?imgmax=800" style="background-image: none; border-bottom: 0px; border-left: 0px; border-right: 0px; border-top: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="after-token-generation" width="598" /></a><br />
<span style="font-family: "arial"; font-size: small;"><b>Conclusion : -</b></span><br />
<ol>
<li><span style="font-family: "arial"; font-size: small;">In this article we have seen how to use “Access Token tool”</span></li>
<li><span style="font-family: "arial"; font-size: small;">Following the above steps you can generate the “Access Token” for your app</span></li>
</ol>
<span style="font-family: "arial"; font-size: small;">In the next article we will focus on “How to debug the Access Token?” and “How to Extend the Access Token Validity?”</span><br />
<span style="font-family: "arial"; font-size: small;">Click on the below link for debugging and Exteding the access token validity</span><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;"><b>Click Here for:-</b> <a href="http://techpost360.blogspot.in/2016/10/how-to-debug-facebook-access-token.html" target="_blank">“How to debug facebook Access Token and How to Extend facebook Access Token Validity?”</a></span></li>
</ul>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-24156740127350363032016-10-14T04:59:00.001-07:002016-10-14T12:01:34.285-07:00Build your own facebook app<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "arial"; font-size: small;"><b>Objective : –</b> In this article we will have look on the new changes which facebook has made for the “Facebook GRAPH API”. </span><br />
<span style="font-family: "arial"; font-size: small;">In this article we will have look on the detail steps which we need to follow to create “Facebook App” for website.</span><br />
<span style="font-family: "arial"; font-size: small;"><b>Steps: -</b></span><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Goto the developer website of facebook “</span><a href="https://developers.facebook.com/" title="https://developers.facebook.com/"><span style="font-family: "arial"; font-size: small;">https://developers.facebook.com/</span></a><span style="font-family: "arial"; font-size: small;">” </span> </li>
<li><span style="font-family: "arial"; font-size: small;">Login to “</span><a href="https://developers.facebook.com/" title="https://developers.facebook.com/"><span style="font-family: "arial"; font-size: small;">https://developers.facebook.com/</span></a><span style="font-family: "arial"; font-size: small;">” using your own facebook credentials </span> </li>
<li><span style="font-family: "arial"; font-size: small;">On the top right corner of the website you will see a drop down option “My Apps”.</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-hhVu0pVhZBo/WADIbSQPpRI/AAAAAAAAFwg/MfAobgtVd2c/s1600-h/image%25255B13%25255D.png"><img alt="image" border="0" height="80" src="https://lh3.googleusercontent.com/-w8dzKfHdaiY/WADIcMBkkgI/AAAAAAAAFwk/4_sIvaBFWcQ/image_thumb%25255B7%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="335" /></a><br />
<ul>
<li><span style="font-size: small;"><span style="font-family: "arial";">Click on the option <b>“My Apps” </b>and than select option <b>“Add a New App”</b></span></span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-G8ycwViKvrs/WADIclAwK7I/AAAAAAAAFwo/YjBkTIYddSg/s1600-h/image%25255B16%25255D.png"><img alt="image" border="0" height="192" src="https://lh3.googleusercontent.com/-CAsC6aP6D2M/WADIdNiIbDI/AAAAAAAAFws/cz4o1bMd2Og/image_thumb%25255B8%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="204" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">A pop-up will appear on the screen on the pop-up you need to mention “Display Name”, “Contact Email” and choose suitable “Category”.</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-80Dy4gLOuoI/WADId2ICSjI/AAAAAAAAFww/51JfBQv-m_I/s1600-h/image%25255B53%25255D.png"><img alt="image" border="0" height="275" src="https://lh3.googleusercontent.com/-aAk_89gPEJQ/WADIelrzxcI/AAAAAAAAFw0/nELZfQrzMHc/image_thumb%25255B27%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="512" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Once you “Create App” you will be redirected to “App Dhashboard”. Please have look on the below screen</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-z8OvKFev7Us/WADIfKPpGtI/AAAAAAAAFw4/aip1QlfPNnY/s1600-h/image%25255B33%25255D.png"><img alt="image" border="0" height="289" src="https://lh3.googleusercontent.com/-ux3APGVc20c/WADIflyW5kI/AAAAAAAAFw8/ELJCr0l8Vjw/image_thumb%25255B17%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="391" /></a><br />
<ul>
<li><span style="font-family: "arial";"><span style="font-size: small;">Next important step would be to find the <b>“App ID”</b> and <b>“App Secret”. </b>To find those details just click on the “Dashboard” link below your app name e.g. <b>“NewDemoApp”.</b></span></span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-TLGbqqG9rY8/WADIgPQ1QII/AAAAAAAAFxA/2eM0BNZUIhY/s1600-h/image%25255B38%25255D.png"><img alt="image" border="0" height="217" src="https://lh3.googleusercontent.com/-YWDSWsPDaIg/WADIg_kLlrI/AAAAAAAAFxE/1f-3j4UyKLw/image_thumb%25255B20%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="540" /></a><br />
<ul>
<li><span style="font-family: "arial"; font-size: small;">Next step would be to make your facebook app public to people, so that everyone can use your facebook app. To make the app public just click onto the link <b>“App Review” </b>and enable button located under “Make NewDemoApp public?”</span></li>
</ul>
<a href="https://lh3.googleusercontent.com/-3PWafaVkEmU/WADIhYw8oEI/AAAAAAAAFxI/b8y5DKgPTDY/s1600-h/image%25255B45%25255D.png"><img alt="image" border="0" height="109" src="https://lh3.googleusercontent.com/-WvlUg8drZdI/WADIiHMxcMI/AAAAAAAAFxM/UJBtvdzvR9o/image_thumb%25255B23%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="551" /></a><br />
<a href="https://lh3.googleusercontent.com/-hUKJJN3l7Tc/WADIigO6nBI/AAAAAAAAFxQ/7GX2QdzzGvw/s1600-h/image%25255B49%25255D.png"><img alt="image" border="0" height="160" src="https://lh3.googleusercontent.com/-pL6I7qNqxpA/WADIjk5ybJI/AAAAAAAAFxU/l10TaJ-5K0M/image_thumb%25255B25%25255D.png?imgmax=800" style="background-image: none; border-bottom-width: 0px; border-left-width: 0px; border-right-width: 0px; border-top-width: 0px; display: inline; padding-left: 0px; padding-right: 0px; padding-top: 0px;" title="image" width="430" /></a><br />
<span style="font-family: "arial"; font-size: small;">Now you facebook application is ready with v2.8 version.</span><br />
<span style="font-family: "arial"; font-size: small;"><b>Conclusion:-</b></span><br />
<ol>
<li><span style="font-family: "arial"; font-size: small;">Following the above steps you are now familiar with the “http://developers.facebook.com” </span> </li>
<li><span style="font-family: "arial"; font-size: small;">After reading this article, now you can create your own facebook app with APP ID, App Secret. </span></li>
</ol>
<span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><b>Click Here: - <a href="http://techpost360.blogspot.com/2016/10/create-facebook-access-token.html" target="_blank">How to create facebook access token?</a></b></span></span> <br />
<span style="font-family: "arial"; font-size: small;"></span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-65342499804754872692016-10-10T02:52:00.000-07:002016-10-14T11:56:00.555-07:00Hibernate show sql with parameter values<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "verdana" , sans-serif; font-size: large;">In this article i will show you "How to log the SQL with parameters in Hibernate?"</span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">As we know Hibernate is ORM framework which is being used at persistence layer. If you are a developer and you are Woking on development environment than i guess you faced a challenge to debug the SQL statement. </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Hibernate gives us a feature to show sql in the logs </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span><span style="font-family: "verdana" , sans-serif;"><script src="https://gist.github.com/rahulwagh/abf6d9c8b53648c30bd654e53841fcc6.js"></script></span></span>
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">But the above feature doesn't let see the parameters which you are passing into your SQL statement. </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Hibernate provides 2 category and levels to execute the SQL parameters and show their bind parameters.</span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><span class="Apple-tab-span" style="white-space: pre;"> </span>1. Use org.hibernate.SQL as debug</span></span><br />
<span style="font-family: "verdana" , sans-serif; font-size: large;"><span class="Apple-tab-span" style="white-space: pre;"> </span>2. org.hibernate.type.descriptor.sql as trace</span><br />
<span class="Apple-tab-span" style="white-space: pre;"><span style="font-family: "verdana" , sans-serif; font-size: large;"> </span></span><br />
<span style="font-family: "verdana" , sans-serif; font-size: large;"><b>Here is the code snippet of log4j : - </b></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><script src="https://gist.github.com/rahulwagh/979ba80f96a2420b90594d4c75347017.js"></script></span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Please have look on the logs where you can see the actual parameters are being printed </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><script src="https://gist.github.com/rahulwagh/c932b6922d5ce5f6d72f5cd98d55a8b6.js"></script></span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>Employee entity used in the code : -</b> </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><script src="https://gist.github.com/rahulwagh/c16b7e3a4bb8039cacdaa9a0114f6665.js"></script></span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>Main class : -</b> </span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><script src="https://gist.github.com/rahulwagh/6f3bb936123d630e75b55dd57122fb79.js"></script></span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><b>Summary :-</b></span></span><br />
<span style="font-size: large;"><span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;"><span class="Apple-tab-span" style="white-space: pre;"> </span>So using "log4j.logger.org.hibernate.SQL=debug" and "log4j.logger.org.hibernate.type.descriptor.sql=trace" we can easily log SQL parameters. With these features it is really easy to trouble shoot or debug the issue on development environment. But always remember it is always being advisable in the development or sand box environment. Please do not use this features on production environment because it will generate a lot of unnecessary logs and may creak disk space issue in the long run.</span></span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com2tag:blogger.com,1999:blog-2305335305380882469.post-19886946328398747162016-10-05T04:05:00.000-07:002016-10-14T11:57:04.347-07:00Unsupported major.minor version 52.0 Error in Java<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><b>Error: -</b> Unsupported major.minor version 52.0 Error in Java<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><br /></span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><b>Issue: -</b> This kind of issue comes when you have compiled the
code using "Java 1.8" and trying to run it on lower version of JRE
e.g. 1.7, 1.6<o:p></o:p></span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><br /></span></div>
<br />
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><b>Troubleshoot: -</b> </span><o:p></o:p></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><br /></span></div>
<div class="MsoNormal">
</div>
<span style="font-family: "verdana" , sans-serif;"></span><br />
<ul style="text-align: left;"><span style="font-family: "verdana" , sans-serif;">
<li>Check the Java version: - Go to command prompt and type <b>echo %JAVA_HOME%</b></li>
</span></ul>
<span style="font-family: "verdana" , sans-serif;">
</span>
<div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-RwzK_3Dn2Uo/V_Tcq7LxcPI/AAAAAAAAFqI/9ggV4awG1IwDF87ZRxbbbV-v2stD2bw4wCLcB/s1600/cmd.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-RwzK_3Dn2Uo/V_Tcq7LxcPI/AAAAAAAAFqI/9ggV4awG1IwDF87ZRxbbbV-v2stD2bw4wCLcB/s1600/cmd.JPG" /></a></div>
<br />
<div class="separator" style="clear: both; text-align: center;">
</div>
<br />
<ul style="text-align: left;">
<li><span style="font-family: "verdana" , sans-serif;">Update <b>“JAVA_HOME”</b> path to <b>“Java 1.8”</b></span></li>
</ul>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://2.bp.blogspot.com/-KXpgGUDkVIA/V_TcrXIY1lI/AAAAAAAAFqQ/hXUkQG4Z4IUi9xZKln1foyJbeixBy1CMgCEw/s1600/java-home-path.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://2.bp.blogspot.com/-KXpgGUDkVIA/V_TcrXIY1lI/AAAAAAAAFqQ/hXUkQG4Z4IUi9xZKln1foyJbeixBy1CMgCEw/s1600/java-home-path.JPG" /></a></div>
<div>
<ul style="text-align: left;">
<li><span style="font-family: "verdana" , sans-serif;">In case if you are working on eclipse than first check the <b>“Project -->Properties-->Java Build Path -->Library”</b>. It should have jdk1.8 included in the library</span></li>
</ul>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://3.bp.blogspot.com/-Pk_cOO2Xndk/V_Tcq6TjDDI/AAAAAAAAFqQ/6j8LdUcujSYW3bC3MBWNTaGa3xQcArgpQCEw/s1600/java-build-path.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://3.bp.blogspot.com/-Pk_cOO2Xndk/V_Tcq6TjDDI/AAAAAAAAFqQ/6j8LdUcujSYW3bC3MBWNTaGa3xQcArgpQCEw/s1600/java-build-path.JPG" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
<br /></div>
<div>
<ul style="text-align: left;">
<li><span style="font-family: "verdana" , sans-serif;">The next thing you should check while working in eclipse is the <b>“Java Compiler”</b>. Goto <b>“Project-->Properties-->Java Compiler”</b> and then select <b>“Enable Project specific Setting”</b>. Set <b>JDK compliance</b> to <b>“1.7”</b></span></li>
</ul>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://3.bp.blogspot.com/-lVW75LgioPM/V_Tcq3VEsJI/AAAAAAAAFqQ/3OLQIJImjDEm5wZBSGbGjLaKEKUGIeVqQCEw/s1600/java-compiler.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://3.bp.blogspot.com/-lVW75LgioPM/V_Tcq3VEsJI/AAAAAAAAFqQ/3OLQIJImjDEm5wZBSGbGjLaKEKUGIeVqQCEw/s1600/java-compiler.JPG" /></a></div>
<div>
<span style="font-family: "verdana" , sans-serif;"><b><br /></b></span></div>
</div>
</div>
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-46861529274123461392015-12-24T12:04:00.000-08:002016-10-14T11:58:18.588-07:00Hibernate 5 Maven example<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Arial,Helvetica,sans-serif;">Hello!</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;">Here in this post we will be looking into the basic setup of "Hibernate 5".</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;">Hibernate 5 is being recently released to explore its feature we started setting up work space and the desired libraries needed for "Hibernate 5".</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;">Here in this post we will be using</span><br />
<ol style="text-align: left;"><span style="font-family: Arial,Helvetica,sans-serif;">
</span>
<li><span style="font-family: Arial,Helvetica,sans-serif;">Eclipse Mars.1 Release (4.5.1)</span></li>
<span style="font-family: Arial,Helvetica,sans-serif;">
</span>
<li><span style="font-family: Arial,Helvetica,sans-serif;">Maven</span></li>
<span style="font-family: Arial,Helvetica,sans-serif;">
</span>
<li><span style="font-family: Arial,Helvetica,sans-serif;">JDK 1.8</span></li>
<span style="font-family: Arial,Helvetica,sans-serif;">
</span>
<li><span style="font-family: Arial,Helvetica,sans-serif;">Hibernate 5</span></li>
<span style="font-family: Arial,Helvetica,sans-serif;">
</span>
<li><span style="font-family: Arial,Helvetica,sans-serif;">MySQL</span></li>
</ol>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;">You can also download/clone the complete workspace from GitHub : - <a href="https://github.com/rahulwagh/hibernate5.git">https://github.com/rahulwagh/hibernate5.git</a></span></div>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></div>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;">If you are not able to clone the repository than download the complete workspace and import in eclipse using following instruction </span></div>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></div>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;">File - > Import - > General - > Existing project into workspace</span></div>
<div>
<br /></div>
<div>
<br /></div>
<div>
<span style="font-family: Arial,Helvetica,sans-serif;"><b>Maven Dependencies for Hibernate 5</b> </span></div>
</div>
<pre class="xml" name="code"><span style="font-family: Arial,Helvetica,sans-serif;"><dependencies>
<dependency>
<groupid>org.hibernate</groupid>
<artifactid>hibernate-core</artifactid>
<version>5.0.2.Final</version>
</dependency>
<dependency>
<groupid>mysql</groupid>
<artifactid>mysql-connector-java</artifactid>
<version>5.1.37</version>
</dependency>
</dependencies></span></pre>
<span style="font-family: Arial,Helvetica,sans-serif;">Here in this post we will try to insert an employee entry into the "employee" table which we have created.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;">Next step is to create an "Employee" @Entity</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;"><b>@Employee</b></span></div>
<pre class="java" name="code"><span style="font-family: Arial,Helvetica,sans-serif;">package com.hibernate.tutorial.entity;
import javax.persistence.Column;
import javax.persistence.Entity;
import javax.persistence.Id;
import javax.persistence.Table;
@Entity
@Table(name = "employee")
public class Employee {
@Id
@Column(name = "id")
Long id;
@Column(name="employee_name")
String employeeName;
@Column(name="employee_address")
String employeeAddress;
public Employee(Long id, String employeeName, String employeeAddress) {
this.id = id;
this.employeeName = employeeName;
this.employeeAddress = employeeAddress;
}
public Employee() {
}
public Long getId() {
return id;
}
public void setId(Long id) {
this.id = id;
}
public String getEmployeeName() {
return employeeName;
}
public void setEmployeeName(String employeeName) {
this.employeeName = employeeName;
}
public String getEmployeeAddress() {
return employeeAddress;
}
public void setEmployeeAddress(String employeeAddress) {
this.employeeAddress = employeeAddress;
}
}
</span></pre>
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;">Next we need to write a code to insert a record into the table. Refer to following code where we have created following instances</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<ol style="text-align: left;">
<li><span style="font-family: Arial,Helvetica,sans-serif;">SessionFactory </span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;">Session</span></li>
<li><span style="font-family: Arial,Helvetica,sans-serif;">Transaction</span></li>
</ol>
</div>
<pre class="java" name="code"><span style="font-family: Arial,Helvetica,sans-serif;">package com.hibernate.tutorial.mainclass;
import org.hibernate.Session;
import org.hibernate.SessionFactory;
import org.hibernate.Transaction;
import org.hibernate.cfg.Configuration;
import com.hibernate.tutorial.entity.Employee;
public class Hibernate5InsertTest {
public static void main(String[] args) {
SessionFactory sessionFactory;
sessionFactory = new Configuration().configure().buildSessionFactory();
Session session = sessionFactory.openSession();
Transaction tx = session.beginTransaction();
Employee emp = new Employee();
emp.setId(new Long(1));
emp.setEmployeeName("Rahul Wagh");
emp.setEmployeeAddress("Indore, India");
session.save(emp);
tx.commit();
session.close();
}
}
</span></pre>
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;">SQL Script for "employee" table : -</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span></div>
<pre class="sql" name="code"><span style="font-family: Arial,Helvetica,sans-serif;">CREATE TABLE employee(
id INT NOT NULL AUTO_INCREMENT,
employee_name VARCHAR(100) NOT NULL,
employee_address VARCHAR(40) NOT NULL,
PRIMARY KEY ( id));
</span></pre>
<span style="font-family: Arial,Helvetica,sans-serif;">Hope this article will help you to setup your Hibernate 5 Workspace.</span><br />
<span style="font-family: Arial,Helvetica,sans-serif;"><br /></span>
<span style="font-family: Arial,Helvetica,sans-serif;">For any issue please post your comments and leave your feedback</span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com3tag:blogger.com,1999:blog-2305335305380882469.post-67869429613442210102015-09-07T23:52:00.004-07:002016-10-14T11:58:55.473-07:00Hadoop File Already Exists Exception : org.apache.hadoop.mapred.FileAlreadyExistsException<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<span style="font-family: "verdana" , sans-serif;"><b>Hadoop </b></span><span style="font-family: "verdana" , sans-serif;"><b>File Already Exists Exception</b></span><br />
<br />
<br />
<span style="font-family: "verdana" , sans-serif;"><b>org.apache.hadoop.mapred.FileAlreadyExistsException</b></span><br />
<br />
<br />
<br />
<span style="font-family: "verdana" , sans-serif;">Hello folks!<br />Aim behind writing this article is to make developers aware about the issue which they might face while developing the MapReduce application. Well the above error "<b>org.apache.hadoop.mapred.FileAlreadyExistsException</b>" is one of the most basic exception which every beginner face while writing their first map reduce program. <br /><br />Exception in thread "main" org.apache.hadoop.mapred.FileAlreadyExistsException: Output directory hdfs://localhost:9000/home/facebook/crawler-output already exists<br /> at org.apache.hadoop.mapreduce.lib.output.FileOutputFormat.checkOutputSpecs(FileOutputFormat.java:146)<br /> at org.apache.hadoop.mapreduce.JobSubmitter.checkSpecs(JobSubmitter.java:269)<br /> at org.apache.hadoop.mapreduce.JobSubmitter.submitJobInternal(JobSubmitter.java:142)<br /> at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1290)<br /> at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1287)<br /> at java.security.AccessController.doPrivileged(Native Method)<br /> at javax.security.auth.Subject.doAs(Subject.java:415)<br /> at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1657)<br /> at org.apache.hadoop.mapreduce.Job.submit(Job.java:1287)<br /> at org.apache.hadoop.mapreduce.Job.waitForCompletion(Job.java:1308)<br /> at com.wagh.wordcountjob.WordCount.main(WordCount.java:68)<br /> at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)<br /> at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)<br /> at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)<br /> at java.lang.reflect.Method.invoke(Method.java:606)<br /> at org.apache.hadoop.util.RunJar.run(RunJar.java:221)<br /> at org.apache.hadoop.util.RunJar.main(RunJar.java:136)<br /><br />Let's start from scratch.<br /><br />To run a map reduce job you have to write a command similar to below command<br /><br /> $hadoop jar {name_of_the_jar_file.jar} {package_name_of_jar} {hdfs_file_path_on_which_you_want_to_perform_map_reduce} {output_directory_path}<br /><br /><b><u>Example :</u> -</b> hadoop jar facebookCrawler.jar com.wagh.wordcountjob.WordCount /home/facebook/facebook-cocacola-page.txt /home/facebook/crawler-output<br /><br /> Just pay attention on the {output_directory_path} i.e. /home/facebook/crawler-output . If you have already created this directory structure in your HDFS than Hadoop EcoSystem will throw the exception "org.apache.hadoop.mapred.FileAlreadyExistsException".<br /><br /> <u><b>Solution:</b></u> - Always specify the output directory name at run time(i.e Hadoop will create the directory automatically for you. You need not to worry about the output directory creation).<br /><br /> As mentioned in the above example the same command can be run in following manner - "hadoop jar facebookCrawler.jar com.wagh.wordcountjob.WordCount /home/facebook/facebook-cocacola-page.txt /home/facebook/crawler-output-1"<br /><br /> So output directory {crawler-output-1} will be created at runtime by Hadoop eco system.</span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com25tag:blogger.com,1999:blog-2305335305380882469.post-11163314988160402972015-07-28T22:30:00.001-07:002016-10-14T12:00:16.818-07:00How to extend facebook access token<div dir="ltr" style="text-align: left;" trbidi="on">
<!--[if !mso]>
<style>
v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style>
<![endif]--><br />
<!--[if gte mso 9]><xml>
<o:OfficeDocumentSettings>
<o:AllowPNG/>
</o:OfficeDocumentSettings>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:WordDocument>
<w:View>Normal</w:View>
<w:Zoom>0</w:Zoom>
<w:TrackMoves>false</w:TrackMoves>
<w:TrackFormatting/>
<w:PunctuationKerning/>
<w:ValidateAgainstSchemas/>
<w:SaveIfXMLInvalid>false</w:SaveIfXMLInvalid>
<w:IgnoreMixedContent>false</w:IgnoreMixedContent>
<w:AlwaysShowPlaceholderText>false</w:AlwaysShowPlaceholderText>
<w:DoNotPromoteQF/>
<w:LidThemeOther>EN-IN</w:LidThemeOther>
<w:LidThemeAsian>X-NONE</w:LidThemeAsian>
<w:LidThemeComplexScript>X-NONE</w:LidThemeComplexScript>
<w:Compatibility>
<w:BreakWrappedTables/>
<w:SnapToGridInCell/>
<w:WrapTextWithPunct/>
<w:UseAsianBreakRules/>
<w:DontGrowAutofit/>
<w:SplitPgBreakAndParaMark/>
<w:EnableOpenTypeKerning/>
<w:DontFlipMirrorIndents/>
<w:OverrideTableStyleHps/>
</w:Compatibility>
<m:mathPr>
<m:mathFont m:val="Cambria Math"/>
<m:brkBin m:val="before"/>
<m:brkBinSub m:val="--"/>
<m:smallFrac m:val="off"/>
<m:dispDef/>
<m:lMargin m:val="0"/>
<m:rMargin m:val="0"/>
<m:defJc m:val="centerGroup"/>
<m:wrapIndent m:val="1440"/>
<m:intLim m:val="subSup"/>
<m:naryLim m:val="undOvr"/>
</m:mathPr></w:WordDocument>
</xml><![endif]--><!--[if gte mso 9]><xml>
<w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="false"
DefSemiHidden="false" DefQFormat="false" DefPriority="99"
LatentStyleCount="371">
<w:LsdException Locked="false" Priority="0" QFormat="true" Name="Normal"/>
<w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 1"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 2"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 3"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 4"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 5"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 6"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 7"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 8"/>
<w:LsdException Locked="false" Priority="9" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="heading 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index 9"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="toc 1"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="toc 2"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="toc 3"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 4"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 5"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 6"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 7"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 8"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" Name="toc 9"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="header"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footer"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="index heading"/>
<w:LsdException Locked="false" Priority="35" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="caption"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of figures"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="envelope return"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="footnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="line number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="page number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote reference"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="endnote text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="table of authorities"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="macro"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="toa heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Bullet 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Number 5"/>
<w:LsdException Locked="false" Priority="10" QFormat="true" Name="Title"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Closing"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Signature"/>
<w:LsdException Locked="false" Priority="1" SemiHidden="true"
UnhideWhenUsed="true" Name="Default Paragraph Font"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="List Continue 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Message Header"/>
<w:LsdException Locked="false" Priority="11" QFormat="true" Name="Subtitle"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Salutation"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Date"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text First Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Note Heading"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Body Text Indent 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Block Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Hyperlink"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="FollowedHyperlink"/>
<w:LsdException Locked="false" Priority="22" QFormat="true" Name="Strong"/>
<w:LsdException Locked="false" Priority="20" QFormat="true" Name="Emphasis"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Document Map"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Plain Text"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="E-mail Signature"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Top of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Bottom of Form"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal (Web)"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Acronym"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Address"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Cite"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Code"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Definition"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Keyboard"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Preformatted"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Sample"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Typewriter"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="HTML Variable"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Normal Table"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="annotation subject"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="No List"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Outline List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Simple 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Classic 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Colorful 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Columns 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Grid 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 4"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 5"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 6"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 7"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table List 8"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table 3D effects 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Contemporary"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Elegant"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Professional"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Subtle 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 1"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 2"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Web 3"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Balloon Text"/>
<w:LsdException Locked="false" Priority="59" Name="Table Grid"/>
<w:LsdException Locked="false" SemiHidden="true" UnhideWhenUsed="true"
Name="Table Theme"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Placeholder Text"/>
<w:LsdException Locked="false" QFormat="true" Name="No Spacing"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading"/>
<w:LsdException Locked="false" Priority="61" Name="Light List"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 1"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 1"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 1"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 1"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 1"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 1"/>
<w:LsdException Locked="false" SemiHidden="true" Name="Revision"/>
<w:LsdException Locked="false" Priority="34" QFormat="true"
Name="List Paragraph"/>
<w:LsdException Locked="false" Priority="29" QFormat="true" Name="Quote"/>
<w:LsdException Locked="false" Priority="30" QFormat="true"
Name="Intense Quote"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 1"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 1"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 1"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 1"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 1"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 1"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 1"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 1"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 2"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 2"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 2"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 2"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 2"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 2"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 2"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 2"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 2"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 2"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 2"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 2"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 2"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 2"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 3"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 3"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 3"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 3"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
<w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
<w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
<w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
<w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
<w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
<w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
<w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
<w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
<w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
<w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
<w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
<w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
<w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
<w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
<w:LsdException Locked="false" Priority="19" QFormat="true"
Name="Subtle Emphasis"/>
<w:LsdException Locked="false" Priority="21" QFormat="true"
Name="Intense Emphasis"/>
<w:LsdException Locked="false" Priority="31" QFormat="true"
Name="Subtle Reference"/>
<w:LsdException Locked="false" Priority="32" QFormat="true"
Name="Intense Reference"/>
<w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
<w:LsdException Locked="false" Priority="37" SemiHidden="true"
UnhideWhenUsed="true" Name="Bibliography"/>
<w:LsdException Locked="false" Priority="39" SemiHidden="true"
UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
<w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
<w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
<w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
<w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
<w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
<w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
<w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="Grid Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="Grid Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="Grid Table 7 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
<w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
<w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 1"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 1"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 2"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 2"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 3"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 3"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 4"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 4"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 5"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 5"/>
<w:LsdException Locked="false" Priority="46"
Name="List Table 1 Light Accent 6"/>
<w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
<w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
<w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
<w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 6"/>
<w:LsdException Locked="false" Priority="51"
Name="List Table 6 Colorful Accent 6"/>
<w:LsdException Locked="false" Priority="52"
Name="List Table 7 Colorful Accent 6"/>
</w:LatentStyles>
</xml><![endif]--><!--[if gte mso 10]>
<style>
/* Style Definitions */
table.MsoNormalTable
{mso-style-name:"Table Normal";
mso-tstyle-rowband-size:0;
mso-tstyle-colband-size:0;
mso-style-noshow:yes;
mso-style-priority:99;
mso-style-parent:"";
mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
mso-para-margin-top:0cm;
mso-para-margin-right:0cm;
mso-para-margin-bottom:8.0pt;
mso-para-margin-left:0cm;
line-height:107%;
mso-pagination:widow-orphan;
font-size:11.0pt;
font-family:"Calibri",sans-serif;
mso-ascii-font-family:Calibri;
mso-ascii-theme-font:minor-latin;
mso-hansi-font-family:Calibri;
mso-hansi-theme-font:minor-latin;
mso-fareast-language:EN-US;}
</style>
<![endif]-->
<br />
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">To extend the facebook token goto
the URL <a href="https://developers.facebook.com/tools/access_tokens">https://developers.facebook.com/tools/access_tokens</a>
and look for the application name which you have created. In our case the
application name is “<b style="mso-bidi-font-weight: normal;">DummyTestApplication”</b></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoListParagraph">
<span style="font-family: "verdana" , sans-serif;"> <img alt="" src="data:image/png;base64,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" /></span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-fareast-language: EN-IN; mso-no-proof: yes;"></span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">Once you see the application name
just click on the link <b style="mso-bidi-font-weight: normal;">“need to grant
permissions” </b>under the User Token section. After clicking on the above link
you will get following message than click on continue.</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoListParagraphCxSpFirst">
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /></span></div>
<div class="MsoListParagraphCxSpLast">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">After you click on the continue
option your will be able to see the token in the user token section of the page.
Please refer the screen shot below : - </span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">Now you have the user token which
only valid for one hour or so. You can test your token validity at <a href="https://developers.facebook.com/tools/debug/">https://developers.facebook.com/tools/debug/</a>
.</span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">Just copy the access token and
paste it here and click on the Debug button </span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /></span></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<br /></div>
<div class="MsoNormal" style="margin-left: 18.0pt;">
<span style="font-family: "verdana" , sans-serif;">We need to extend this token for
longer duration. There two ways to extend the access token .</span></div>
<div class="MsoListParagraph" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span>Click on the Extend access token button
available just below the Access token debugger screen </span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /></span></div>
<div class="MsoListParagraphCxSpFirst" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span>Second option would be : User the following URL </span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span><a href="https://graph.facebook.com/oauth/access_token?client_id=YOUR_APP_ID&client_secret=YOUR_APP_SECRET&grant_type=fb_exchange_token&fb_exchange_token=YOUR_ACCESS_TOKEN">https://graph.facebook.com/oauth/access_token?<b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">client_id=YOUR_APP_ID</i></b>&<b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">client_secret=YOUR_APP_SECRET</i></b>&grant_type=fb_exchange_token&<b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;">fb_exchange_token=YOUR_ACCESS_TOKEN</i></b></a></span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span>(* You can get the AppID, App Secret from
application page which you have created)</span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span>Once you submit above URL you will the new
access_token on the browser </span></div>
<div class="MsoListParagraphCxSpLast" style="margin-left: 54.0pt; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -18.0pt;">
<span style="font-family: "verdana" , sans-serif;"><span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;">-<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-synthesis: weight style; font-variant: normal; font-weight: normal; line-height: normal;">
</span></span></span>You can use this access token </span></div>
<div class="MsoNormal">
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /></span></div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com1tag:blogger.com,1999:blog-2305335305380882469.post-78530089505998888202015-07-27T00:07:00.000-07:002016-10-14T12:01:49.432-07:00Facebook app creation<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: x-large;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="color: orange;"><span style="font-family: "arial" , "helvetica" , sans-serif;">This post i<span style="font-family: "arial" , "helvetica" , sans-serif;">s old. <span style="font-family: "arial" , "helvetica" , sans-serif;">P</span>lease have a look at my</span></span> new post </span>"<a href="http://techpost360.blogspot.com/2016/10/build-your-own-facebook-app.html" target="_blank">Build your own facebook app</a>"</span></span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><b>Objective: -</b> The aim of this article is to walk you through all the steps which are required for the creation of "Facebook App".</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Please go through the below steps for the facebook app creation:- </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span>
<br />
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">Open the browser and goto <b>"https://developers.facebook.com/"</b> and login via your facebook account following page will get open</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://4.bp.blogspot.com/-gJjuZ1MaioM/WAEWyhU7S6I/AAAAAAAAFzI/fJCg3eUqvu8xi8R8lrkqbPnyaCzzfIpPgCLcB/s1600/1-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="138" src="https://4.bp.blogspot.com/-gJjuZ1MaioM/WAEWyhU7S6I/AAAAAAAAFzI/fJCg3eUqvu8xi8R8lrkqbPnyaCzzfIpPgCLcB/s400/1-new.png" width="400" /></a></div>
<div>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span></div>
<div>
<ul style="text-align: left;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Just click on the My Apps and then click on the Add a New App link</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://3.bp.blogspot.com/-_kPL2BTtQ78/WAEYdd61szI/AAAAAAAAFzU/XO0J9_tONakYd5DguSKL_M6I0axngYQ9ACLcB/s1600/2-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="197" src="https://3.bp.blogspot.com/-_kPL2BTtQ78/WAEYdd61szI/AAAAAAAAFzU/XO0J9_tONakYd5DguSKL_M6I0axngYQ9ACLcB/s400/2-new.png" width="400" /></a></div>
<div>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span></div>
</div>
<div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">After that you need to select the Facebook App type, whether you are going to create for Windows, Mac, Android or Web application. For our case we will choose the option WWW. Please look at the screen shot below</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://3.bp.blogspot.com/-q1gtR4rRaDc/WAEYjOA_pQI/AAAAAAAAFzg/f7Qrbfqsy_Uu4l1JUa8wOw7Cf4i7zvzkgCEw/s1600/3-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="153" src="https://3.bp.blogspot.com/-q1gtR4rRaDc/WAEYjOA_pQI/AAAAAAAAFzg/f7Qrbfqsy_Uu4l1JUa8wOw7Cf4i7zvzkgCEw/s400/3-new.png" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: left;">
<br /></div>
<div class="separator" style="clear: both; text-align: left;">
</div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">Now the next step would be to assign an unique name to your application and than click on Create New Facebook App ID.</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://4.bp.blogspot.com/-ZLAk3ZvavQ4/WAEYiwt0ILI/AAAAAAAAFzY/hy3EBNzPlzMtdA8XMCHQ4S-fgqvvYB2_gCEw/s1600/4-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="208" src="https://4.bp.blogspot.com/-ZLAk3ZvavQ4/WAEYiwt0ILI/AAAAAAAAFzY/hy3EBNzPlzMtdA8XMCHQ4S-fgqvvYB2_gCEw/s400/4-new.png" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: left;">
<br /></div>
<div class="separator" style="clear: both; text-align: left;">
</div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">After click on the Create New Facebook App ID you need to select the category for the Facebook APP. Just refer to the below screen shot and select the suitable category for it and click on the Create APP ID</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://3.bp.blogspot.com/-s2ORx6PDg0s/WAEYjIQGL2I/AAAAAAAAFzc/5oKp1FjyAnY01MAwSJVZxY_nVeo-rwKbQCEw/s1600/5-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="325" src="https://3.bp.blogspot.com/-s2ORx6PDg0s/WAEYjIQGL2I/AAAAAAAAFzc/5oKp1FjyAnY01MAwSJVZxY_nVeo-rwKbQCEw/s400/5-new.png" width="400" /></a></div>
<div>
<br /></div>
<br />
<br />
<div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">Next step would be you need to specify the URL of your application. If you are a developer and working on your development machine than you can specify either http://localhost or http://127.0.0.1. If you are have custom domain than you can specify that one also Ex. http://www.example.com. Please refer to the follow screen shot</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://4.bp.blogspot.com/-4zPpBIqXGQs/WAEYmZxSlGI/AAAAAAAAFzk/aDh0i8ZOifc8kN8YaXq7cPPvbtESbsdDwCEw/s1600/6-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="83" src="https://4.bp.blogspot.com/-4zPpBIqXGQs/WAEYmZxSlGI/AAAAAAAAFzk/aDh0i8ZOifc8kN8YaXq7cPPvbtESbsdDwCEw/s400/6-new.png" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: left;">
<br /></div>
<div class="separator" style="clear: both; text-align: left;">
</div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">Once you click on the Next button your Facebook APP creation is done. You will get the following message on the screen </span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://2.bp.blogspot.com/-RG-FvqrfSfk/WAEYm3SXsWI/AAAAAAAAFzs/fM8q77Ur9BsMfYPJ_YCENF1EVYz7Ng8uQCEw/s1600/7-new.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="251" src="https://2.bp.blogspot.com/-RG-FvqrfSfk/WAEYm3SXsWI/AAAAAAAAFzs/fM8q77Ur9BsMfYPJ_YCENF1EVYz7Ng8uQCEw/s400/7-new.png" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: left;">
<br /></div>
<div class="separator" style="clear: both; text-align: left;">
</div>
<ul style="text-align: left;">
<li><span style="font-family: "arial" , "helvetica" , sans-serif;">Now again refresh the URL : - https://developers.facebook.com/ and goto My Apps - > DummyTestApplication</span></li>
</ul>
<div class="separator" style="clear: both; text-align: left;">
<a href="https://3.bp.blogspot.com/-ubJ_CTas9Sg/WAEYm5mTujI/AAAAAAAAFzo/3Avuju2pvfU9ge31OCJxHeKHQQq0TMrRACEw/s1600/8.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="48" src="https://3.bp.blogspot.com/-ubJ_CTas9Sg/WAEYm5mTujI/AAAAAAAAFzo/3Avuju2pvfU9ge31OCJxHeKHQQq0TMrRACEw/s400/8.png" width="400" /></a></div>
<div>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span></div>
<br />
<div>
<span style="color: orange; font-family: "arial" , "helvetica" , sans-serif; font-size: x-large;">Above post i<span style="font-family: "arial" , "helvetica" , sans-serif;">s old. <span style="font-family: "arial" , "helvetica" , sans-serif;">P</span>lease have a look at my</span></span><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: x-large;"><span style="color: orange;"> new post</span> "</span><a href="http://techpost360.blogspot.com/2016/10/build-your-own-facebook-app.html" style="font-family: arial, helvetica, sans-serif; font-size: xx-large;" target="_blank">Build your own facebook app</a><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: x-large;">"</span></div>
<br />
<div>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span></div>
</div>
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-9404226260964810652015-07-23T22:52:00.000-07:002016-10-14T12:03:40.163-07:00Connect cassandra remotely<div dir="ltr" style="text-align: left;" trbidi="on">
<b><span style="font-family: "verdana" , sans-serif;">How to connect the cassandra remotely?</span></b><br />
<br />
<span style="font-family: "verdana" , sans-serif;">If you have cassandra installed on your unix box and wanted to connect to cassandra remotely from some other machine than you need to update the cassandra.yaml for the remote connections.</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">Please update the following lines in your cassandra.yaml file</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><br /><b>seeds: "127.0.0.1"<br />to<br />seeds: "YOUR_LOCAL_MACHINE_IP" (<i>*keep the doubles quotes</i>)<br /><br />listen_address: localhost<br />to<br />listen_address: YOUR_LOCAL_MACHINE_IP<br /><br />rpc_address: localhost<br />to<br />rpc_address: YOUR_LOCAL_MACHINE_IP</b></span><br />
<br />
<br />
<span style="font-family: "verdana" , sans-serif;">Save the file and restart your cassandra server.</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">$ service cassandra stop</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">and than </span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">$ service cassandra start </span><b><span style="font-family: "verdana" , sans-serif;"> </span></b></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-24926064909801750592015-07-23T22:27:00.003-07:002016-10-14T12:05:55.751-07:00Start Apache Cassandra as a service on CentOS<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "verdana" , sans-serif;"><b>Start Apache Cassandra as a service on CentOS</b></span><br />
<span style="font-family: "verdana" , sans-serif;">If you are working on CentOS and you want to start/stop Cassandra as as a service than please have look at the following script.</span><br />
<ul><span style="font-family: "verdana" , sans-serif;">
</span>
<li><span style="font-family: "verdana" , sans-serif;">Create a file cassandra and put the following line of code in it as it is. Save the file without any extension</span></li>
</ul>
<hr />
<pre><i>#!/bin/bash
# chkconfig: 2345 99 01
# description: Cassandra
. /etc/rc.d/init.d/functions
CASSANDRA_HOME=/opt/apache-cassandra-0.7.4
CASSANDRA_BIN=$CASSANDRA_HOME/bin/cassandra
CASSANDRA_NODETOOL=$CASSANDRA_HOME/bin/nodetool
CASSANDRA_LOG=$CASSANDRA_HOME/log/cassandra.log
CASSANDRA_PID=/var/run/cassandra.pid
CASSANDRA_LOCK=/var/lock/subsys/cassandra
PROGRAM="cassandra"
if [ ! -f $CASSANDRA_BIN ]; then
echo "File not found: $CASSANDRA_BIN"
exit 1
fi
RETVAL=0
start() {
if [ -f $CASSANDRA_PID ] && checkpid `cat $CASSANDRA_PID`; then
echo "Cassandra is already running."
exit 0
fi
echo -n $"Starting $PROGRAM: "
daemon $CASSANDRA_BIN -p $CASSANDRA_PID >> $CASSANDRA_LOG 2>&1
usleep 500000
RETVAL=$?
if [ $RETVAL -eq 0 ]; then
touch $CASSANDRA_LOCK
echo_success
else
echo_failure
fi
echo
return $RETVAL
}
stop() {
if [ ! -f $CASSANDRA_PID ]; then
echo "Cassandra is already stopped."
exit 0
fi
echo -n $"Stopping $PROGRAM: "
$CASSANDRA_NODETOOL -h 127.0.0.1 decommission
if kill `cat $CASSANDRA_PID`; then
RETVAL=0
rm -f $CASSANDRA_LOCK
echo_success
else
RETVAL=1
echo_failure
fi
echo
[ $RETVAL = 0 ]
}
status_fn() {
if [ -f $CASSANDRA_PID ] && checkpid `cat $CASSANDRA_PID`; then
echo "Cassandra is running."
exit 0
else
echo "Cassandra is stopped."
exit 1
fi
}
case "$1" in
start)
start
;;
stop)
stop
;;
status)
status_fn
;;
restart)
stop
start
;;
*)
echo $"Usage: $PROGRAM {start|stop|restart|status}"
RETVAL=3
esac
exit $RETVAL</i></pre>
<hr />
<ul>
<li><span style="font-family: "verdana" , sans-serif;">Please update the following path as per your unix system</span></li>
</ul>
<i>CASSANDRA_HOME=/opt/apache-cassandra-0.7.4 </i><br />
<i>CASSANDRA_BIN=$CASSANDRA_HOME/bin/cassandra </i><br />
<i>CASSANDRA_NODETOOL=$CASSANDRA_HOME/bin/nodetool </i><br />
<i>CASSANDRA_LOG=$CASSANDRA_HOME/log/cassandra.log<br /><br /></i><br />
<ul>
<li><span style="font-family: "verdana" , sans-serif;">Copy the file to <b><i>/etc/init.d/</i></b></span></li>
<span style="font-family: "verdana" , sans-serif;">
</span>
<li><span style="font-family: "verdana" , sans-serif;">If you have created the this file on Windows and trying to move on the CentOS than please use <i><b>$dos2unix cassandra</b></i> command after copying.</span></li>
<span style="font-family: "verdana" , sans-serif;">
</span>
<li><span style="font-family: "verdana" , sans-serif;">Now its good to go you can now user following command for cassandra</span></li>
<span style="font-family: "verdana" , sans-serif;">
</span>
<li><span style="font-family: "verdana" , sans-serif;">Start : -<b> $service cassandra start</b></span></li>
<span style="font-family: "verdana" , sans-serif;">
</span>
<li><span style="font-family: "verdana" , sans-serif;">Stop : - <b>$service cassandra stop</b></span></li>
</ul>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com6tag:blogger.com,1999:blog-2305335305380882469.post-2592645363394001102015-07-17T03:25:00.003-07:002015-07-17T03:25:44.327-07:00HQL (Hibernate Query Language) – FROM Clause<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Verdana,sans-serif;">
Hibernate Provides a very good Query Language HQL (Hibernate Query
Language) in the form of OOPs. Hibernate is very much similar to the SQL
but it follow the OOPs strictly so you have to be very carefull about
it. So we will start with few basic example to understand how to write
the HQL Queries.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><u><b>FROM Clause (SELECT Query)</b></u></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>SQL</b> : – select * from person
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>HQL</b> : – 1. from com.hibernate.enity.Person
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
2. from com.hibernate.enity.Person p
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
3. select p from com.hibernate.enity.Person p
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
All the above three HQL queries will result the same output. So you can
say the SQL query(select * from person) is similar to all the above
three HQL queries.Now we will take each keyword from Hibernate query and
will try to understand
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>1. from com.hibernate.enity.Person</b></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>from</b> : – It is a keyword just similar to SQL query
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>com.hibernate.enity.Person : – </b>You have to specify the
complete package name along with the class name.(* package name should
be the exact and Class name first letter should be capital)
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>2. from com.hibernate.enity.Person p</b></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>from</b> : – It is a keyword just similar to SQL query
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>com.hibernate.enity.Person p : – </b>Here p is an alias which we have created for the class Person rest of the details are same as explained above
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>3. select p from com.hibernate.enity.Person p</b></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
After reading the above points 1,2 this query will be self explanatory for you.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Please follow the code sample below : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>1.Project Structure </b></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><img alt="" src="http://opensourcebox-rahulwagh.rhcloud.com/wp-content/uploads/2014/05/1.select-proj.png" style="height: 253px; width: 251px;" /></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>2. FROM clause code</b></span>
</div>
<pre class="java" name="code">/* Hibernate select query Example */
public void selectFromTable(){
Session session = HibernateUtil.getSessionFactory().getCurrentSession();
//begin the transaction
Transaction trans=session.beginTransaction();
//select query example
String selectQuery = "select p from com.hibernate.enity.Person p";
Query query = session.createQuery(selectQuery);
//select query will return multiple result set.
//create a list : -List<person> personList and cast the output to store into the personList
List<person> personList = (List<person>)query.list();
//print the results for the personList
for(Person personObj:personList){
System.out.println("Id : - "+personObj.getId()+" First Name : - "+personObj.getFirstName()+" Last Name : - "+personObj.getLastName());
}
}</person></person></person></pre>
<pre class="java" name="code"><person><person><person> </person></person></person></pre>
<pre class="java" name="code"><span style="font-family: Verdana,sans-serif;"><person><person><person><b>3.MYSQL TABLE RECORDS</b></person></person></person></span></pre>
<pre class="java" name="code"><person><person><person><b> </b></person></person></person></pre>
<pre class="java" name="code"><person><person><person><b><img alt="MYSQL data records of person table" src="http://opensourcebox-rahulwagh.rhcloud.com/wp-content/uploads/2014/05/3.MYSQL-TABLE.png" style="height: 469px; width: 519px;" /> </b> </person></person></person></pre>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-52028581575319681062015-07-17T00:47:00.000-07:002015-07-17T00:47:30.394-07:00What is Hibernate Transaction?<p><span style="text-decoration: underline;"><strong>Transactions</strong></span> : - Hibernate Transactions is number operations which you are performing on your database i.e. insert, update, delete etc. Hibernate Transaction is a Unit-Of-Work or in the simple words we can say its a single circuite board if one circuit fails whole database operation will get roll backed.</p>
<p>Hibernate Transactions is an Interface which following the Database ACID (Atomicity, Consistency, Isolation and Durability) property and it uses the JDBC connections and JTA resources without any locking behaviour on the database.</p>
<p>Hibernate Transaction comprises of the following methods : -</p>
<ol>
<li><strong>void begin()</strong> : – It is used to starts a new transaction.</li>
<li><strong>void commit()</strong> : – It is used to ends the unit of work unless we are in FlushMode.NEVER.</li>
<li><strong>void rollback()</strong> : – Used for focefully rollback the transaction.</li>
<li><strong>void setTimeout(int seconds)</strong> : - It sets a transaction timeout for any transaction started by a subsequent call to begin on this instance.</li>
<li><strong>boolean isAlive() : - </strong> Checks if the transaction is still alive.</li>
<li><strong>void registerSynchronization(Synchronization s) : - </strong> Registers a user synchronization callback for this transaction.</li>
<li><strong>boolean wasCommited() : - </strong> Checks if the transaction is commited successfully.</li>
<li><strong>boolean wasRolledBack()</strong> : - Checks if the transaction is rolledback successfully.</li>
</ol>
<p>So how do we use transaction in out code. Please find the below code blocks : -</p>
<p><strong> </strong></p>
<pre name='code' class='java'>
try{
Session session = HibernateUtil.getSessionFactory().getCurrentSession();
//begin the transaction
Transaction trans=session.beginTransaction();
//Save the person in database
session.saveOrUpdate(personObj);
//Commit the transaction
trans.commit();
}catch (Exception ex) {
ex.printStackTrace();
tx.rollback();
}
finally {
session.close();
}
</pre>Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-34246098391383688252015-07-17T00:45:00.001-07:002015-07-17T00:45:51.325-07:00What is Hibernate Mapping or hbm.xml ?<div dir="ltr" style="text-align: left;" trbidi="on">
<b>Hibernate Mapping or hbm.xml</b> : – Hibernate Mapping or hbm.xml file allow you to map the persistent object in the form of XML file.<br />
So if you are a beginner than you might have confused with the above statement but do not worry please follow below points : -<br />
In my <a href="https://opensourcebox-rahulwagh.rhcloud.com/?p=13">Previous Post</a> we have seen the a sample Hibernate java exmaple so we will take the same one.<br />
<b>Database Table Name</b> : – Person<br />
<table border="1" cellpadding="1" cellspacing="1" style="width: 500px;">
<thead>
<tr><th scope="col">ID</th><th scope="col">FIRST_NAME</th><th scope="col">LAST_NAME</th></tr>
</thead>
<tbody>
<tr>
<td style="text-align: center;">1</td>
<td style="text-align: center;"> RAHUL</td>
<td style="text-align: center;">WAGH</td>
</tr>
</tbody>
</table>
<b>Hibernate Mapping FIle</b> : -<br />
<pre class="java" name="code">
<hibernate-mapping>
<class name="com.hibernate.enity.Person" table="person">
<id column="id" name="id">
<generator class="native">
</generator></id>
<property column="first_name" name="firstName" type="string" update="false">
<property column="last_name" name="lastName" type="string" update="false">
</property></property></class>
</hibernate-mapping>
</pre>
<b>JAVA POJO Class : -</b><br />
<pre class="java" name="code">
package com.hibernate.enity;
public class Person {
private int id;
private String firstName;
private String lastName;
public int getId() {
return id;
}
public void setId(int id) {
this.id = id;
}
public String getFirstName() {
return firstName;
}
public void setFirstName(String firstName) {
this.firstName = firstName;
}
public String getLastName() {
return lastName;
}
public void setLastName(String lastName) {
this.lastName = lastName;
}
}
</pre>
<ul>
<li><b><hibernate-mapping></hibernate-mapping></b> : – What ever mapping you are doing we need to write in between these two tags.</li>
<li><b><class name="com.hibernate.enity.Person" table="person"></class></b> : – Here you will mention the POJO class which you have created for the person. In the <b>name=" "</b> you need to specify the complete path of the calss and in <b>table=" "</b> you need to specify the table name</li>
<li><b><id column="id" name="id"></id></b> : – In this tag specify the primary key of your database table</li>
<li><b><property column="first_name" name="firstName" type="string"></property></b> : – You can specify the column name of the database table and corresponding member of the pojo class .(In this case column_name="first_name" and pojo member is name="firstName")</li>
</ul>
There are so many attributes associated with the each mapping tags so you can use them according to your application or project need. Please see below for additional tags : -<br />
<pre class="java" name="code"><hibernate-mapping auto-import="true|false" catalog="catalogName" default-access="field|property|ClassName" default-cascade="cascade_style" default-lazy="true|false" package="package.name" schema="schemaName">
</hibernate-mapping></pre>
<b><span style="text-decoration: underline;">CLASS</span> : -</b><br />
<pre class="xml" name="code">
<class abstract="true|false"
batch-size="N"
catalog="catalog"
check="arbitrary sql check condition"
discriminator-value="discriminator_value"
dynamic-insert="true|false"
dynamic-update="true|false"
entity-name="EntityName"
lazy="true|false"
mutable="true|false"
name="ClassName"
node="element-name"
optimistic-lock="none|version|dirty|all"
persister="PersisterClass"
polymorphism="implicit|explicit"
proxy="ProxyInterface"
rowid="rowid"
schema="owner"
select-before-update="true|false"
subselect="SQL expression"
table="tableName"
where="arbitrary sql where condition">
</class></pre>
Please post you comments and suggestions below ……</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-14450998782677101362015-07-17T00:07:00.001-07:002016-10-14T12:07:34.594-07:00What is Hibernate SessionFactory?<div dir="ltr" style="text-align: left;" trbidi="on">
Hibernate SessionFactory : – SessionFactory is interface which is available in the "org.hibernate" pakcage of the Hibernate distribution.<br />
There are some key points regarding the SessionFactory : -<br />
1.Single Data Store : – It is single data store for your whole application. Although you can have multiple SessionFactory but each SessionFactory will have one different database associated with it.<br />
<br />
2.Thread Safe : – SessionFactory is thread safe so due to this feature many thread can access the SessionFactory.<br />
<br />
3.Immutable : - Once the SessionFactory's object is created you can not change or set the values of Session Facotyr. Its internal state is set at the time of creation.<br />
<br />
4.Singleton : – SessionFactory is built at the time of application startup and it follows the singleton design pattern.<br />
<br />
Q.How to create the SessionFactory ?<br />
<br />
Ans : Lets assume you have MYSQL database which you are using in your application than for creating the SessionFactory you will write following java code : -
<br />
<pre class="java" name="code">Configuration cfg=new Configuration();
Configuration cfg1=cfg.configure(“hibernate.cfg.xml”);
SessionFactory sf1=cfg1.builed SessionFactory();
</pre>
Line 1 : – Creates empty configuration object<br />
Line 3 : – When you call cfg.configure("hibernate.cfg.xml") it looks for hibnernate.cfg.xml for Hibernate Mapping<br />
Line 5 : – SessionFacotry Object will be created and will be used by multiple users for long time<br />
<br />
Q.How to create the Multiple SessionFactory ?
Ans : So for creating multiple SessionFactory you can different cfg.xml file representing your different database.
Lets assume you have two databases MYSQL and ORACLE than i will create two cfg.xml file
mysql.cfg.xml
oracle.cfg.xml
And than for SessionFactory i will write the following code
<br />
<pre class="java" name="code">Configuration cfg=new Configuration();
//For MYSQL
databaseConfiguration cfg1=cfg.configure(“mysql.cfg.xml”);
SessionFactory sf1=cfg1.builed SessionFactory();
//For Oracle
databaseConfiguration cfg2=cfg.configure(“oracle.cfg.xml”);
SessionFactory sf2=cfg2.builed SessionFactory();
</pre>
Hope you have liked the above article. Please put your suggestions and questions and i will try to sort it out….</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com5tag:blogger.com,1999:blog-2305335305380882469.post-905175822706125312015-07-16T23:45:00.000-07:002015-09-07T23:51:06.004-07:00What is Hibernate.cfg.xml?<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="entry-content">
<span style="font-family: Verdana,sans-serif;">Why do we need Hibernate.cfg.xml and what is the importance of it?
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Hibernate is designed in such way that it works on varius
configurational parameters. There are various configurational parameters
available in the Hibernate library so you have to use it according to
your need.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Now for our ease Hibernate has provided us an XML file in which we can
configure our database settings so that hibernate will read our database
settings and than it will establish the connections with the our
Database. So what are those configurational parameters ?
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<ul>
<li>
<span style="font-family: Verdana,sans-serif;"><b>hibernate.connection.driver_class</b> <b>: -</b>
It is the JDBC Class name of driver which depends on the what kind of
database you are using like for MYSQL – com.mysql.jdbc.Driver , ORACLE –
oracle.jdbc.driver.OracleDriver
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>hibernate.connection.url </b>: – It is the JDBC URL through which hibernate will establish the connection with your database
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>hibernate.connection.username</b> : – It is the Username of Database Schema user.
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>hibernate.connection.password</b> : – It is the Password of Database Schema user
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>dialect : -</b> It is way to tell Hibernate which SQL language it should use to talk to database.
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>connection.pool_size</b> : – It is used to limit the number of connections waiting in Hibernate Connection Pool
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>current_session_context_class</b> : – It is used to enable Hibernate's automatic session context management
</span></li>
<li>
<span style="font-family: Verdana,sans-serif;"><b>show_sql</b> : – If you want to print the HQL (Hibernate query Language) in the form SQL in the logs than set the value of this flag to true
</span></li>
</ul>
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><u><b>Types of Dialect</b></u> : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<table class="src" style="height: 602px; width: 538px;">
<tbody>
<tr>
<th style="text-align: left; width: 30%;"><span style="font-family: Verdana,sans-serif;">
Database
</span></th>
<th style="text-align: left;"><span style="font-family: Verdana,sans-serif;">
Dialect Property
</span></th>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
DB2
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.DB2Dialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
HSQLDB
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.HSQLDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
HypersonicSQL
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.HSQLDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Informix
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.InformixDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Ingres
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.IngresDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Interbase
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.InterbaseDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Microsoft SQL Server 2000
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SQLServerDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Microsoft SQL Server 2005
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SQLServer2005Dialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Microsoft SQL Server 2008
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SQLServer2008Dialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
MySQL
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.MySQLDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Oracle (any version)
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.OracleDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Oracle 11g
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.Oracle10gDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Oracle 10g
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.Oracle10gDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Oracle 9i
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.Oracle9iDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
PostgreSQL
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.PostgreSQLDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Progress
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.ProgressDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
SAP DB
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SAPDBDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Sybase
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SybaseDialect
</span></td>
</tr>
<tr>
<td><span style="font-family: Verdana,sans-serif;">
Sybase Anywhere
</span></td>
<td><span style="font-family: Verdana,sans-serif;">
org.hibernate.dialect.SybaseAnywhereDialect
</span></td>
</tr>
</tbody>
</table>
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
GoTo following Link for more information on various configuration parameters of Hibernate : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<blockquote>
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
<a href="http://docs.jboss.org/hibernate/core/3.3/reference/en/html/session-configuration.html">http://docs.jboss.org/hibernate/core/3.3/reference/en/html/session-configuration.html</a></span>
</blockquote>
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-31925354756263167602015-07-16T23:41:00.000-07:002016-10-14T12:08:24.592-07:00Hibernate setup in eclipse<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: "verdana" , sans-serif;">So here is our first step to configure the Hibernate with our java
application and create a simple program to insert some value into the
database. So follow the following steps : -
</span><br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<span style="font-family: "verdana" , sans-serif;"><span style="text-decoration: underline;"><b>TASK </b></span><b>: -</b>
Create a basic table and insert some values in it using hibernate. Now
you would be wondering from where to start so do not worry follow the
steps one by one and you will be good to go…..
</span><br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<span style="font-family: "verdana" , sans-serif;"><span style="text-decoration: underline;"><b>Step 1</b></span>: – Download the following library files for hibernate
</span><br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<br />
<ul>
<li><span style="font-family: "verdana" , sans-serif;">
antlr-2.7.6.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
commons-collections-3.1.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
dom4j-1.6.1.jar,hibernate3.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
javassist-3.4.GA.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
jta-1.1.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
mysql-connector-java-5.1.17-bin.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
ojdbc14.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
slf4j-api-1.4.2.jar
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
slf4j-simple-1.5.2.jar </span></li>
</ul>
<br />
<span style="font-family: "verdana" , sans-serif;"><b><span style="text-decoration: underline;">Step 2</span>: -</b> Goto Eclipse File -> New create new Java Project with the any name you want
</span><br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<span style="font-family: "verdana" , sans-serif;"><b><span style="text-decoration: underline;">Step 3</span>: -</b> Once you are done with creating the project on high level we will be creating the following JAVA Classes and XML files<b> </b></span>
<br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<br />
<ul>
<li><span style="font-family: "verdana" , sans-serif;">
hibernate.cfg.xml
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
Person.hbm.xml
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
HibernateUtil.java
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
Person.java
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
PersonDAO.java
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
TestHibernate.java (To test our application)
</span></li>
</ul>
<span style="font-family: "verdana" , sans-serif;">
<b><span style="text-decoration: underline;">Step 4</span>: -</b> Once you are done with above setup in eclipse your project structure will look like this </span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><img alt="" src="data:image/png;base64,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" /> </span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><b><span style="text-decoration: underline;">Step 5</span>: -</b> Now in our current example we are using MYSQL database as a back end so we will have following table: -
</span><br />
<span style="font-family: "verdana" , sans-serif;">
</span>
<br />
<ul>
<li><span style="font-family: "verdana" , sans-serif;">
Schema Name : – hibernate_example
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
Table Name : – person
</span></li>
<li><span style="font-family: "verdana" , sans-serif;">
SQL Script for Table : -
</span></li>
</ul>
<br /></div>
<pre class="sql" name="code">DROP TABLE IF EXISTS `hibernate_example`.`person`; CREATE TABLE `hibernate_example`.`person` ( `id` int(10) unsigned NOT NULL AUTO_INCREMENT, `first_name` varchar(45) NOT NULL, `last_name` varchar(45) NOT NULL, PRIMARY KEY (`id`) ) ENGINE=InnoDB AUTO_INCREMENT=2 DEFAULT CHARSET=latin1;</pre>
</div>
<u><b><span style="font-family: "verdana" , sans-serif;">Step 6 : -</span></b></u> hibernate.cfg.xml
<br />
<pre class="xml" name="code"><hibernate-configuration>
<session-factory>
<property name="hibernate.connection.driver_class">com.mysql.jdbc.Driver</property>
<property name="hibernate.connection.url">jdbc:mysql://localhost:3306/hibernate_example</property>
<property name="hibernate.connection.username">root</property>
<property name="hibernate.connection.password">root</property>
<property name="dialect">org.hibernate.dialect.MySQL5Dialect</property>
<!-- JDBC connection pool (use the built-in) -->
<property name="connection.pool_size">1</property>
<!-- Enable Hibernate's automatic session context management -->
<property name="current_session_context_class">thread</property>
<!-- Echo all executed SQL to stdout -->
<property name="show_sql">true</property>
<property name="format_sql">false</property>
<!-- Load all mapping files -->
<mapping resource="Person.hbm.xml">
</mapping></session-factory>
</hibernate-configuration>
</pre>
<u><b><span style="font-family: "verdana" , sans-serif;">Step 7 : –</span></b></u> Person.hbm.xml
<br />
<pre class="xml" name="code"><hibernate-mapping>
<class name="com.hibernate.enity.Person" table="person">
<id column="id" name="id">
<generator class="native">
</generator></id>
<property column="first_name" name="firstName" type="string" update="false">
<property column="last_name" name="lastName" type="string" update="false">
</property></property></class>
</hibernate-mapping>
</pre>
<u><b><span style="font-family: "verdana" , sans-serif;">Step 8 : –</span></b></u> HibernateUtil.java
<br />
<pre class="java" name="code">package com.hibernate.util;
import org.hibernate.SessionFactory;
import org.hibernate.cfg.Configuration;
/**
* Hibernate Utility used to configure Hibernate's Session Factory and retrieve
* it.
*/
public class HibernateUtil {
private static final SessionFactory sessionFactory;
static {
try {
// Create the SessionFactory from hibernate.cfg.xml
// ------ --- -------------- ---- -----------------
sessionFactory = new Configuration().configure()
.buildSessionFactory();
} catch (Throwable ex) {
// Make sure you log the exception, as it might be swallowed
// ---- ---- --- --- --- ---------- -- -- ----- -- ---------
System.err.println("Initial SessionFactory creation failed." + ex);
throw new ExceptionInInitializerError(ex);
}
}
/**
* Get the configured session factory
*
* @return session factory
*/
public static SessionFactory getSessionFactory() {
return sessionFactory;
}
}
</pre>
<u><b><span style="font-family: "verdana" , sans-serif;">Step 9 : –</span></b></u> Person.java
<br />
<pre class="java" name="code">package com.hibernate.enity;
public class Person {
private int id;
private String firstName;
private String lastName;
public int getId() {
return id;
}
public void setId(int id) {
this.id = id;
}
public String getFirstName() {
return firstName;
}
public void setFirstName(String firstName) {
this.firstName = firstName;
}
public String getLastName() {
return lastName;
}
public void setLastName(String lastName) {
this.lastName = lastName;
}
}
</pre>
<u><b><span style="font-family: "verdana" , sans-serif;">Step 10 : – </span></b></u>PersonDAO.java
<br />
<pre class="java" name="code">package com.hibernate.dao;
import org.hibernate.Session;
import org.hibernate.Transaction;
import com.hibernate.enity.Person;
import com.hibernate.util.HibernateUtil;
public class PersonDAO {
public void saveOrUpdatePerson(Person personObj){
Session session = HibernateUtil.getSessionFactory().getCurrentSession();
//begin the transaction
Transaction trans=session.beginTransaction();
//Save the person in database
session.saveOrUpdate(personObj);
//Commit the transaction
trans.commit();
}
}
</pre>
<u><b>Step 11 : –</b></u> TestHibernate.java
<br />
<pre class="java" name="code">package com.hibernate.test;
import com.hibernate.dao.PersonDAO;
import com.hibernate.enity.Person;
public class TestHibernate {
public static void main(String args[]){
//1.Create the object of the Person class
Person personObj = new Person();
//2.Set the values which you want to save in the database
personObj.setFirstName("Rahul");
personObj.setLastName("Wagh");
//3.Create the object of the DAO class which will insert our person object to TABLE
PersonDAO personDAOObj = new PersonDAO();
personDAOObj.saveOrUpdatePerson(personObj);
}
}
</pre>
So we good to just goto TestHibernate.java class and do Right click and select Run as Java Application. Make sure your database is running.
Please post your comments and suggestions about the aritcle.
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com1tag:blogger.com,1999:blog-2305335305380882469.post-33325533855137567502015-07-16T23:25:00.004-07:002015-07-16T23:25:55.061-07:00What is Hibernate ORM(object-relational mapping)?<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">Hibernate ORM ( Object Relational Mapping) in the short form called
as Hibernate is a framework which is being used for performing all the
tasks which are related to Database operations.</span></span><br />
<span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">
</span></span><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">So seems like quite complex but do not worry just go through the
following points and than you will get to know more above Hibernate : -</span></span><br />
<span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">
</span></span><ol>
<li><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;"><strong>OOP : -</strong>Main aim of hibernate is to convert the basic SQL queries and operations which we do into the Object Oriented Paradigm.</span></span></li>
<li><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;"><strong>JAVA POJO(Plain Old Java Object) : -</strong> All of your database table will be represented with the JAVA class know as POJO(Plain Old Java Object)</span></span></li>
<li><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;"><strong>NO SQL : -</strong> So you do not have to deal with SQL queries all you need is to play with the JAVA POJO classes.</span></span></li>
<li><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;"><strong> HQL(Hibernate Query Language) : -</strong>Hibernate
provides HQL (Hibernate Query Language) which is much a like
SQL(Structured Query Language) for writing the database queries for
performing Database operations.</span></span></li>
<li><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;"><strong>INTEGRATION : – </strong>Hibernate is quite good at integration and it can be integrated with any JAVA, JAVA EE, EJB, JBI application.</span></span></li>
</ol>
<span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">
</span></span><span style="font-family: Verdana,sans-serif;"><span style="font-size: small;">If you are new to the Hibernate and beginner in the JAVA than it will
look like a lot in your plate to eat. But do not worry we will have
each bite one by one. So seat tight we have lot of topics which will
explain you how to start working with the Hibernate.</span></span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-19671720269833194652015-07-14T05:27:00.000-07:002015-07-14T05:27:06.671-07:00Hadoop I/O<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Verdana,sans-serif;"><strong>Data Integrity</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
As hadoop operates on the large sets of data so there is possibility of
data curruption. For example if you want to write a file to HDFS and
while performing this operation over the network some of data got
modified so it leads you to the corrupt datanode. So avoid such problem
Hadoop offers us a facility called <strong>checksum</strong> to validate the data. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>LocalFileSystem</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
It is used for client-side checksum which means if you are writing a
file HelloWord.txt to the system than it will create HelloWord.txt.crc
in the same directory and when you try to read the same file it will
verify the HelloWord.txt.crc checksum for data validation.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
We can disable the checksum and it is achived by using the </span><br />
<span style="font-family: Verdana,sans-serif;"><strong>RawLocalFileSystem</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Compression</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Just like normal zip or rar files, which we use for saving the space
and to increase the data transfer speed. Hadoop also have its own sets
of compression extension which can be used for compression of data
files. Please find the compression types below : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><ul>
<li><span style="font-family: Verdana,sans-serif;">
DEFLATE (.deflat)
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
gzip (.gz)
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
bzip2 (.bz2 *you can split it)
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
LZO (.lzo)
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Snappy (.snappy)
</span></li>
</ul>
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
How to compress a file ?
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Ex: - gzip -1 HelloWord.txt
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
* In the above command -1 stands for optimizing speed and -9 for optimizing space </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Codecs</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Codecs are the algorithms used for performing the compression and decompression. To use the codecs you need to implement the <strong>CompressionCodec</strong> interface and its methods
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
createOutputStream(OutputStream out) : – It is used to compress the data and write on the disk
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
createInputStream(InputStream in) : – It is used to decompress the data and read operation on uncompress data
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><em>How to identify the codecs ? </em></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
To identify the codecs you simply need to look the extension of the
file for example if file extension is .gz the GzipCodec will be used. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>CodecPool</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
If you are using the compression and decompression so frequently than
it advisible to use the CodecPool. It is similar to Database Connection
pool. It saves the cost of object creation.
</span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-88743992381772797302015-07-14T05:25:00.001-07:002015-07-14T05:25:02.509-07:00HDFS – Hadoop Distributed File System<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-family: Verdana,sans-serif;"><strong>HDFS</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
HDFS is desinged for storing <strong>very large files</strong> with streaming data access around the networks. The term <strong>large files</strong> means megabytes, gigabytes or terabytes.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
HDFS has a <strong>block</strong> concept to stor the data, each block
is having by default size of 64 MB. The size of the block is big as
compared to disk block(512kb) beccause to minimize the cost of seek. Ex –
If you have soo many small blocks of 512 kb than it is quite difficult
to seek the start of each block for reading. So the time of seek will
increase. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Namenodes(master) and Datanodes(slave)</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Namenodes is used to manage the filesystem namespace. It maintain the
file system tree and metadata. If namenode fails all the datanodes will
fail.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Datanode works as a slave and it stores the blocks and it reports to
the Namenodes with the list of blocks which is being asked. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>SPOF(Single Point of Failure)</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Namenode are generally the single point of failure. It means if
namenode is down than all the clients which are having mapreduce program
will fail to read the data. So it is quit costly for the production
environment because it will stop the system and system will be
non-functional.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
To avoid such situaltion Hadoop 0.23 came up with <strong>HA</strong> <strong>(High Availability)</strong> in the there is a node which is always is a stand by mode if in case namenode goes down, </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Failover and Fencing</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Failover is like moving from activenode to standby node which is maitain by the entity called as failover control.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Fencing is like preventing the active node from getting failed. For
example if there is slow network issue and failover is triggered on
nodes one by one so to prevent active node from getting failed is called
fencing. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>STONITH (Shoot The Other Node Into The Head)</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Manually shutdown the nod. It is a special power which is being used by the administrator to forcefully shutdown the node. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Data Flow for File Read</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><ol>
<li><span style="font-family: Verdana,sans-serif;">
First it calls the open() method on the HDFS [ open() -> HDFS ]
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Second get the block location from the Namenode via RPC [block location -> Namenode]
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Datanode address is being return by the Namenode
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Once the address is return it will search for the closest datanode
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Now it will perform the continuos read operation until the block end is reached
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Than at last the final close() method will be called
</span></li>
</ol>
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Data Flow for File Write</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><ol>
<li><span style="font-family: Verdana,sans-serif;">
Clients create file by calling the create() on HDFS
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Than HDFS makes an RPC call the Namenode for file creation
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Than Namenode perform various check on request if the request already
exists or not, owner had permission to write. If all checks pass then it
starts writing the data.
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Writing of the data is done in terms of packets which in turn decided by the Namenode to allocate to datanodes.
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
After the packets are written the ackowledgment package is sent to HDFS.
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
And than close() is called to end the write process
</span></li>
</ol>
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>distcp</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
It used to copy large amount of data from hadoop files system in parallel.
</span></div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-33912500479025699902015-07-14T05:23:00.003-07:002015-07-14T05:23:32.018-07:00Hadoop Streaming and Hadoop Pipe<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="entry-content">
<span style="font-family: Verdana,sans-serif;"><strong>Hadoop Streaming</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong>
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Hadoop streaming is an API (Application Programming Interface) for
writing Hadoop programs other than JAVA. So you can use any language
that can read standard input and write standard output for writing your
MapReduce programs.
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Some the programming languages which are used in Hadoop are: -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><ul>
<li><span style="font-family: Verdana,sans-serif;">
Ruby
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Python
</span></li>
</ul>
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><strong>Hadoop Pipes</strong></span><br />
<span style="font-family: Verdana,sans-serif;"><strong> </strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
Hadoop pipe is the name of C++ interface used by Hadoop for MapReduce.
Pipes uses sockets so that task tracker can communicate between the
process running the map and reduce function.</span><br />
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-60181695263311506122015-07-14T05:22:00.004-07:002015-07-14T05:22:33.102-07:00Hadoop Combiner<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;"><strong>Hadoop Combiner</strong></span></span><br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;"><strong> </strong>
</span></span><br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span><span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
The Hadoop combiner is used for reducing/optimizing the bandwidth of the MapReduce Job. </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span><span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
The combiner sits in between the <strong>Maper</strong> and <strong>Reducer</strong>, so the workflow would be like Maper -> Combiner -> Reducer. </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span><span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
The combiner acts as a Mini-Reducer. So the output from the <strong>Maper</strong> is sent to <strong>Combiner</strong> and from <strong>Combiner</strong> it is sent to <strong>Reducer</strong></span></span><br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;"><strong> </strong></span></span>
<br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span>
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;"><strong><em>Example : – </em></strong>Suppose an Maper program emits
the wordcount ("Hello",1) three times. So instead of passing these three
sets ("Hello",1), ("Hello",1),("Hello",1) to reduce combiner will pass
("Hello",3) . It will reduce the overhead for the reducer. </span></span><br />
<br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span>
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;"><strong>Difference between Combiner and Reducer</strong></span></span>
<br />
<span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
</span></span><ul>
<li><span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
Combiners can be used on the fucntions which are commutative(a.b==b.a)
</span></span></li>
<li><span style="font-size: small;"><span style="font-family: Verdana,sans-serif;">
Reducer can get input from multiple mapper but combiner can get input from only one mapper.
</span></span></li>
</ul>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-41072482541541530082015-07-14T05:21:00.000-07:002015-07-14T05:21:04.458-07:00Hadoop : Shell Commands<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="entry-content">
<span style="font-family: Verdana,sans-serif;">
Note : In Hadoop File system each command starts with the : – <strong>hadoop fs</strong> where fs stands for file system </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>1. hadoop fs -ls /</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
This command is similar to the Linux 'ls' command to list the files in the hadoop system.<br />
The parameter '/' it means list the files from the root of the hadoop</span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>2. -mkdir</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
This command is used to created the dirctories in the HDFS(Hadoop File system)
</span><br />
<span style="font-family: Verdana,sans-serif;">
Example : -<br />
hadoop fs -mkdir /user/hadoop/test (This command will create the 'test' folder inside the /user/hadoop) </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>3. -count</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
This command used to cound the number of dirctories
</span><br />
<span style="font-family: Verdana,sans-serif;">
Example : -<br />
hadoop fs -count /user </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>4. -touchz</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
This command is used to create a file of 0 length. This is similar to the Unix ‘touch’ command
</span><br />
<span style="font-family: Verdana,sans-serif;">
Example : -<br />
hadoop fs -touchz /user/hadoop/test/test.txt (This command will create
a file 'test.txt' inside the directory '/user/hadoop/test') </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>5. -cp and -mv</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
These commands operate like regular Unix commands to copy and rename a file. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>6. -put and -copyFromLocal</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
As the name suggest these command will be used to copy the files from
Local Hard Disk(Storage Device) to HDFS (Hadoop File System)<br />
The only difference between -put and -copyFromLocal is 'In put we have the option of stdin but not in the copyFromLocal' </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>Example : -</strong><br />
$ hadoop fs -copyFromLocal /home/rahul/Hadoop-Script/rahul.txt /user/hadoop/test
</span><br />
<span style="font-family: Verdana,sans-serif;">
$ hadoop fs -ls /user/hadoop/test<br />
Found 2 items<br />
-rw-r–r– 1 rahul supergroup 0 2014-07-27 18:36 /user/hadoop/test/rahul.txt<br />
-rw-r–r– 1 rahul supergroup 0 2014-07-27 18:27 /user/hadoop/test/test.txt </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>7. -rm</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
It is used to delete or remove file
</span><br />
<span style="font-family: Verdana,sans-serif;"><strong>Example : -</strong><br />
$ hadoop fs -rm /user/hadoop/test/test.txt<br />
Deleted hdfs://localhost:9000/user/hadoop/test/test.txt </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>8. -get and -copyToLocal –</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
This commands are used to copy the file from HDFS to Local System.
</span><br />
<span style="font-family: Verdana,sans-serif;"><strong>Example : -</strong><br />
$ hadoop fs -copyToLocal /user/hadoop/test /home/rahul/Hadoop-Script/rahul.txt </span><br />
<br />
<span style="font-family: Verdana,sans-serif;"><strong>9.hadoop fs -rmr /user</strong></span>
<br />
<span style="font-family: Verdana,sans-serif;">
To remove the directory from HDFS</span><br />
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com1tag:blogger.com,1999:blog-2305335305380882469.post-36461167496596501832015-07-14T03:32:00.001-07:002015-07-14T05:20:01.279-07:00Hadoop : Configuring the Pseudo-distributed mode<div dir="ltr" style="text-align: left;" trbidi="on">
<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="entry-content">
<span style="font-family: Verdana,sans-serif;">Before we go for configuration just goto the <b>conf</b> direcotry of your Hadoop distribution and have look at the files. In the conf directory you will find the following files : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<br />
<ul>
<li><span style="font-family: Verdana,sans-serif;">
core-site.xml
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
hdfs-site.xml
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
mapred-site.xml
</span></li>
</ul>
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
So we need to edit all the fiels one-by-one to make it work in pseudo-distributed mode
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>core-site.xml</b> <b>: -</b> Just modify the content of core-site.xml similar to below code</span><br />
<pre class="xml" name="code"><?xml version="1.0"?><?xml-stylesheet type="text/xsl" href="configuration.xsl"?><!-- Put site-specific property overrides in this file. --><configuration><property><name>fs.default.name</name><value>hdfs://localhost:9000</value></property>
<property><name>hadoop.tmp.dir</name><value>/var/lib/hadoop</value></property>
</configuration>
</pre>
<br />
<div>
<div class="syntaxhighlighter xml " id="highlighter_951542">
<table border="0" cellpadding="0" cellspacing="0"><tbody>
<tr><td class="gutter"><br /></td><td class="code"><br /></td></tr>
</tbody></table>
</div>
</div>
<span style="font-family: Verdana,sans-serif;">Attributes which are being used in the core-site.xml
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>fs.default.name : -</b> It contains the location of Namenode
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>dfs.name.dir : – </b>It contains the information about the metadata (will see it later)
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>hadoop.data.dir : -</b> It is used to create the HDFS data directory (will see it later)
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><span style="font-family: Verdana,sans-serif;">
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><b>hdfs-site.xml</b> <b>: -</b> Just modify the content of hdfs-site.xml similar to below code</span></div>
</div>
<pre class="xml" name="code"><?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!-- Put site-specific property overrides in this file. -->
<configuration>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
</configuration></pre>
<span style="font-family: arial,helvetica,sans-serif;"><b>dfs.replicaton : -</b> How many time hdfs block should be replicated</span>
<br />
<b>mapred-site.xml</b> <b>: -</b> It holds information about the job trackers
<br />
<pre class="xml" name="code"><?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!-- Put site-specific property overrides in this file. -->
<configuration>
<property>
<name>mapred.job.tracker</name>
<value>localhost:9001</value>
</property>
</configuration></pre>
After all the configuration which you have done in the previous steps, there one last step to <b>format the HDFS filesystem</b> before we start it. Please use the following command to format the format the HDFS filesystem : -
<br />
<div>
<div class="syntaxhighlighter bash" id="highlighter_99353">
<table border="0" cellpadding="0" cellspacing="0"><tbody>
<tr><td class="gutter"><div class="line number1 index0 alt2">
1</div>
</td><td class="code"><div class="container">
<div class="line number1 index0 alt2">
<code class="bash plain">$ hadoop namenode -</code><code class="bash functions">format</code></div>
</div>
</td></tr>
</tbody></table>
</div>
</div>
<img alt="" src="data:image/png;base64,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" /><br />
<pre class="xml" name="code"> </pre>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0tag:blogger.com,1999:blog-2305335305380882469.post-53728621730191593852015-07-14T01:59:00.004-07:002015-07-14T01:59:59.590-07:00Hadoop Mode<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="entry-content">
<span style="font-family: Verdana,sans-serif;">Hadoop can be configured in the following modes : -
</span><br />
<span style="font-family: Verdana,sans-serif;">
</span><ul>
<li><span style="font-family: Verdana,sans-serif;">
Local Standalone Mode
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Pseudo Distributed Mode
</span></li>
<li><span style="font-family: Verdana,sans-serif;">
Fully Distributed Mode
</span></li>
</ul>
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><u><strong>Local Standalone Mode</strong></u><strong> : – </strong>As
the name suggest in the Local Standalone Mode user can configure and
install hadoop and the local machine. Being a developer you can choose
this mode to install hadoop and develope your map reduce programs and
debug your application. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><u><strong>Pseudo Distributed Mode</strong></u> <strong>: – </strong>In
the Pseudo Distributed Mode we can configure the Hadoop on different
different machine having their own separate JVM envioronment. </span><br />
<br />
<span style="font-family: Verdana,sans-serif;">
</span>
<span style="font-family: Verdana,sans-serif;"><u><strong>Fully Distributed Mode</strong></u> <strong>: -</strong>
This mode is quite similar to the Pseudo Distributed Mode with the
exception instead of VM we will be using real Machine in the actual
distributed environment. It is mostly used in the production deployment
or environment.</span><br />
</div>
</div>
Rahul Waghhttp://www.blogger.com/profile/16771620487094166775noreply@blogger.com0