tag:blogger.com,1999:blog-65655838135786680462012-02-16T20:53:58.856+01:00Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.comBlogger371100tag:blogger.com,1999:blog-6565583813578668046.post-33927289907568946752011-07-30T13:54:00.003+01:002011-07-30T13:54:43.118+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div style="text-align: justify;"><a href="http://www.daaamn.com/mobile/2009/04/vespa-mods-1.jpg" rel="shadowbox[post-574];player=img;"><img alt="vespa-mods-1" class="alignnone size-medium wp-image-575" height="480" src="http://www.daaamn.com/mobile/2009/04/vespa-mods-1.jpg" title="vespa-mods-1" width="480" /></a></div><div style="text-align: justify;"><br /></div><div style="text-align: justify;"><br /></div><div style="text-align: justify;"><a href="http://www.daaamn.com/mobile/2009/04/vespa-mods-2.jpg" rel="shadowbox[post-574];player=img;"><img alt="vespa-mods-2" class="alignnone size-medium wp-image-575" height="480" src="http://www.daaamn.com/mobile/2009/04/vespa-mods-2.jpg" title="vespa-mods-2" width="480" /></a></div><div style="text-align: justify;"><br /></div><div style="text-align: justify;"><br /></div><div style="text-align: justify;"><a href="http://www.daaamn.com/mobile/2009/04/vespa-mods-3.jpg" rel="shadowbox[post-574];player=img;"><img alt="vespa-mods-3" class="alignnone size-medium wp-image-575" height="480" src="http://www.daaamn.com/mobile/2009/04/vespa-mods-3.jpg" title="vespa-mods-3" width="480" /></a></div></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-3392728990756894675?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-3124025070589796282011-05-27T20:33:00.000+01:002011-05-27T20:33:20.260+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><ul><li>Objectif : <strong>partager rapidement un gros fichier sur Internet</strong>… Pour vos amis ou votre famille !</li><li>Durée : 5 minutes</li><li>Niveau de difficulté : facile – <del>moyen</del> – <del>difficile</del></li></ul><span style="text-decoration: underline;">Tutoriel vidéo «&nbsp;comment partager rapidement un gros fichier sur Internet&nbsp;» :</span><br /><br /><div class="separator" style="clear: both; text-align: center;"><object width="320" height="266" class="BLOGGER-youtube-video" classid="clsid:D27CDB6E-AE6D-11cf-96B8-444553540000" codebase="http://download.macromedia.com/pub/shockwave/cabs/flash/swflash.cab#version=6,0,40,0" data-thumbnail-src="http://2.gvt0.com/vi/oJHz5xvXIsY/0.jpg"><param name="movie" value="http://www.youtube.com/v/oJHz5xvXIsY&fs=1&source=uds" /><param name="bgcolor" value="#FFFFFF" /><embed width="320" height="266" src="http://www.youtube.com/v/oJHz5xvXIsY&fs=1&source=uds" type="application/x-shockwave-flash"></embed></object></div><span style="text-decoration: underline;">Récapitulatif :</span><br /><ul><li>Allez sur le site <a href="http://fyels.com/" id="p-21" title="Fyels">Fyels</a></li><li>Faites un glisser-déposer depuis votre bureau</li><li>Cliquez sur <em>«&nbsp;Download&nbsp;»</em> pour avoir le lien de téléchargement</li><li>Ou partagez via les réseaux sociaux Twitter et Facebook</li></ul><span style="text-decoration: underline;">&nbsp;SOURCE: <a href="http://autourdututo.fr/">http://autourdututo.fr/</a></span></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-312402507058979628?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-51816525349703762372011-05-23T15:13:00.003+01:002011-05-23T22:08:25.667+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" style="text-align: left;" trbidi="on"><div style="color: red;"><b>Proxy</b></div><br /><iframe frameborder="0" src="https://docs.google.com/viewer?a=v&amp;pid=explorer&amp;chrome=true&amp;srcid=0Bxx3w8ghAS5NYTZhYWM5YTktNjJhMC00NjQxLWEwNjItZjM5YjBhNTEyYjI4&amp;hl=fr&amp;embedded=true" style="height: 700px; width: 550px;"></iframe> </div><a href="http://www.megaupload.com/?d=OXP0UPFJ"><span style="font-size: large;"><b><span style="color: red;">Télécharger le Document (lien 1)</span></b></span></a><br /><br /><span style="font-size: large;"><b><span style="color: red;"><a href="http://www.4shared.com/document/9FMENK0a/Rapport_Proxy.html">Télécharger le Document (lien 2) </a></span></b></span></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-5181652534970376237?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-3718770149910337292011-05-23T14:42:00.008+01:002011-05-23T22:08:57.483+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div dir="ltr" style="text-align: left;" trbidi="on"><a href="http://www.scribd.com/doc/56062052/Systemes-Distribues" style="-x-system-font: none; display: block; font-family: Helvetica,Arial,Sans-serif; font-size-adjust: none; font-size: 14px; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal; margin: 12px auto 6px auto; text-decoration: underline;" title="View Systemes Distribués on Scribd">Systemes Distribués</a><iframe class="scribd_iframe_embed" data-aspect-ratio="0.708333333333333" data-auto-height="true" frameborder="0" height="600" id="doc_25567" scrolling="no" src="http://www.scribd.com/embeds/56062052/content?start_page=1&amp;view_mode=list&amp;access_key=key-11rdbfoyd25eisejvt34" width="100%"></iframe><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script><br /><script type="text/javascript"> </script></div><br /><a href="http://www.megaupload.com/?d=I0LGS6I3"><span style="font-size: large;"><b><span style="color: red;">Télécharger le document&nbsp; (1er)</span></b></span></a><br /><br /><a href="http://www.4shared.com/document/_9mFgVKO/Systemes_Distribus.html"><span style="font-size: large;"><b><span style="color: red;">Télécharger le document (2eme lien) </span></b></span></a></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-371877014991033729?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-76440779463598554922011-05-22T18:35:00.000+01:002011-05-22T18:39:10.302+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div class="separator" style="clear: both; text-align: center;"><span id="goog_1592150579"><span id="goog_1592150607"></span><span id="goog_1592150608"></span><span id="goog_1592150605"></span><span id="goog_1592150611"></span><span id="goog_1592150617"></span><span id="goog_1592150622"></span></span><img border="0" height="228" id=":current_picnik_image" src="http://3.bp.blogspot.com/-wSL9ajCqE_E/TdlIrnGAQhI/AAAAAAAAALI/WhXA5DIkI9Q/s400/FireShot+capture+%2523004+-+%2527FulliPhone%2527+-+fulliphone_net.png" width="400" /><span id="goog_1592150623"></span><span id="goog_1592150618"></span><span id="goog_1592150612"></span><span id="goog_1592150606"></span>&nbsp;</div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><a href="http://fulliphone.net/" target="_blank">FulliPhone</a>, est un site sur lequel vous pouvez trouver tous (ou presque) les trucs, astuces et tuto dont vous avez besoin pour votre iPhone.</div><br /></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-7644077946359855492?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-50096968121960793912011-05-22T17:52:00.000+01:002011-05-22T17:58:50.101+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><a href="http://autourdututo.fr/" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;" target="_blank"><img border="0" height="177" src="http://2.bp.blogspot.com/-hnVVcvBa5gQ/Tdk-n2MN-rI/AAAAAAAAALE/gPM91a1BFLs/s320/FireShot+capture+%2523003+-+%2527Autour+du+Tuto%2527+-+autourdututo_fr.png" width="320" /></a>Je tiens à partager cette source, que je trouve très intéressante pour les débutants ou pro!<br />des astuce qui nous facilite beaucoup de taches...<br />Je vous invite à découvrir ce site : <a href="http://autourdututo.fr/" target="_blank">Autour du Tuto</a><br /><br /><br /><br /><br />Les tutoriels vidéos que vous retrouverez sur Autour du Tuto seront des sujets maitrisés avec des catégories diverses et variées comme :<br /><ul><li>WordPress</li><li>Internet</li><li>Réseaux sociaux</li><li>Logiciels</li><li>Informatique</li></ul><br /><div class="separator" style="clear: both; text-align: left;"><a href="http://2.bp.blogspot.com/-hnVVcvBa5gQ/Tdk-n2MN-rI/AAAAAAAAALE/gPM91a1BFLs/s1600/FireShot+capture+%2523003+-+%2527Autour+du+Tuto%2527+-+autourdututo_fr.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><br /></a></div></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-5009696812196079391?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-86281350249021889642011-05-22T17:37:00.000+01:002011-05-22T17:40:05.160+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div class="separator" style="clear: both; text-align: left;"><a href="http://1.bp.blogspot.com/-bkSfEWfQ4h4/Tdk6e3EOCwI/AAAAAAAAALA/upOyel6EgfQ/s1600/FireShot+capture+%2523002+-+%2527App+Store+Allmyapps+-+Windows+Application+Store+for+PC+and+Web+Apps%2527+-+allmyapps_com.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="182" src="http://1.bp.blogspot.com/-bkSfEWfQ4h4/Tdk6e3EOCwI/AAAAAAAAALA/upOyel6EgfQ/s320/FireShot+capture+%2523002+-+%2527App+Store+Allmyapps+-+Windows+Application+Store+for+PC+and+Web+Apps%2527+-+allmyapps_com.png" width="320" /></a></div>Apres formatage ou installation nouvelle d'un systeme d'exploitation, la tache qui nous est la plus fatigante est..... la ré-installation de tous les logiciels de base! (Antivirus, ccleaner, vlc...)... la solution est: <a href="http://allmyapps.com/">http://allmyapps.com/</a><br />Un site qui vous offre la possibilité d'installer vos logiciels (ou les télécharger seulement) a la fois...<br /><ul><li>Objectif : <b>installer tous ses logiciels en une fois</b>… Pour aller bien plus vite !</li><li>Durée : 10 minutes</li><li>Niveau de difficulté : <del>facile</del> – moyen – <del>difficile</del></li></ul><span style="text-decoration: underline;">Tutoriel vidéo «&nbsp;comment nstaller tous ses logiciels en une fois&nbsp;» :</span><br /><br /><iframe frameborder="0" height="396" src="http://www.screenr.com/embed/JyQ" width="600"></iframe><br /><br /><span style="text-decoration: underline;">Récapitulatif :</span><br /><br /><center></center><br /><ul><li>Inscrivez-vous sur le site <a href="http://allmyapps.fr/" id="vout" target="_blank" title="Allmyapps">Allmyapps</a> et télécharger l’application</li><li>Ajoutez une liste ainsi que les logiciels que vous vous servez</li><li>Installez l’application et connectez-vous à votre compte (adresse email + mot de passe)</li><li>Sélectionnez tous les logiciels à installer ou choisissez-en un</li></ul>Et voilà… Plus besoin de chercher !<br /><br />Source: <a href="http://autourdututo.fr/">http://autourdututo.fr/</a><br /><br /><br /></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-8628135024902188964?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com0tag:blogger.com,1999:blog-6565583813578668046.post-40877217125046783662011-05-22T16:49:00.000+01:002011-05-22T16:49:44.026+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><div class="af-element buttonContainer"></div><ul><li>Objectif : <b>synchroniser son blog avec sa Fan Page Facebook</b>… Pour n’avoir plus rien à gérer !</li><li>Durée : 5 minutes</li><li>Niveau de difficulté : facile – <span style="text-decoration: line-through;">moyen</span> – <span style="text-decoration: line-through;">difficile</span></li></ul><span style="text-decoration: underline;">Tutoriel vidéo “comment synchroniser son blog avec sa Fan Page Facebook” :</span><br /><br /><iframe frameborder="0" height="396" src="http://www.screenr.com/embed/szD" width="600"></iframe><br /><br /><br /><br /><br /><center></center><span style="text-decoration: underline;">Récapitulatif :</span><br /><ul><li>Allez sur l’application <a href="http://www.facebook.com/RSS.Graffiti">RSS Graffiti</a> et cliquez sur <i>“Accéder à l’application”</i></li><li>Autorisez toutes les demandes et cliquez à gauche sur le nom de votre page</li><li>Ajoutez votre flux RSS en cliquant sur <i>“Add feed”</i> ainsi que le nom et l’adresse du blog</li><li>Validez le tout en cliquant sur <i>“Save”</i></li></ul><i> Source: <a href="http://autourdututo.fr/">http://autourdututo.fr/</a></i></div><div class="blogger-post-footer"><img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/6565583813578668046-4087721712504678366?l=averain.blogspot.com' alt='' /></div>Averain Arlequinhttp://www.blogger.com/profile/01763533033222675698noreply@blogger.com1tag:blogger.com,1999:blog-6565583813578668046.post-11243271219204425682011-05-18T00:34:00.000+01:002011-05-18T00:45:51.903+01:00<div dir="ltr" style="text-align: left;" trbidi="on"><br /><div style="border-bottom: solid #4F81BD 1.0pt; border: none; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt; mso-outline-level: 1; tab-stops: 16.0cm;"><span style="color: #548dd4; font-family: &quot;Arial&quot;,&quot;sans-serif&quot;; font-size: 14pt; font-style: normal; letter-spacing: 3pt; line-height: 115%;"><br /></span><span style="color: #548dd4; font-size: 14pt; font-style: normal; letter-spacing: 3pt; line-height: 115%;">Chapitre IV&nbsp;: Implémentation Et Mise en Œuvre<a href="http://draft.blogger.com/goog_294641460"> </a></span><a href="http://draft.blogger.com/goog_294641460"><br /></a></div></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><span style="font-size: small;"><b style="color: red;"><a href="http://www.4shared.com/document/McDSHGT_/Dploiement_Hadoop.html">=========&nbsp; Télécharger Le Document en format PDF ===========</a></b></span></span><br /><span style="font-size: 12pt; line-height: 115%;">&nbsp;</span><b><u><span style="color: #548dd4; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"> </span></u></b><br /><b><u><span style="color: #548dd4; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">IV.1- Introduction&nbsp;: </span></u></b></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop peut être déployé sur différentes échelles. Les exigences de chacune sont différentes. Pour cela, Hadoop offre un grand nombre de paramètres ajustables qui influent sur son fonctionnement. En outre, il existe un certain nombre d'autres technologies qui peuvent être déployées avec Hadoop pour des capacités supplémentaires.</span></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Notre but étant de déployer ce Framework pour avoir une plateforme d’exécution distribuée. Ce chapitre décrit les diverses étapes d’installation et de configuration de notre cluster.<br /></span><b><u><span style="color: #548dd4; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"><br />IV.2- Éléments de l’architecture&nbsp;: &nbsp;</span></u></b></div><div class="MsoNormal" style="text-align: justify; text-indent: 35.35pt;"><span style="font-size: 12pt; line-height: 115%;">Un cluster Hadoop peut être constitué d’un ensemble de machines hétérogènes, aussi bien du point de vue matériel que du point de vue logiciel (système d’exploitation) mais un cluster de machines homogènes est plus aisé à administrer.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; mso-outline-level: 1; text-align: justify;"><b><u><span style="color: #c0504d; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">IV.2.1- Composants Hard&nbsp;:</span></u></b></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Avant de passer aux détails de la configuration, un petit mot sur le choix du matériel pour notre cluster.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Alors que les demandes de traitement des différents services dictera une configuration machine différente pour une efficacité optimale, il ya des points communs associés à la plupart des tâches de bases d’Hadoop.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop est conçu pour tirer partie de tout le matériel disponible.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Notre cluster, étant une plateforme d’étude et de test, nous avons déployé le cluster sur 4 machines de caractéristique&nbsp;: </span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Pentium IV, 3 GHz.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1Go de RAM.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 80 Go de disque.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; une interface réseau.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Lecteur CD-ROM.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">-&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; l'écran, le clavier et la souris ne sont utiles que pendant l'installation initiale</span></div><div class="MsoNormal" style="margin-left: 35.45pt;"><span style="font-size: 12pt; line-height: 115%;">Ajouter a cela les connectiques, modem ADSL, et Switch.</span></div><div class="MsoNormal" style="margin-left: 35.45pt; mso-outline-level: 1; text-align: justify;"><b><u><span style="color: #c0504d; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"><br />IV.2.2- Composants Soft&nbsp;:</span></u></b></div><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 42.55pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 15pt; font-style: normal; line-height: 115%;">Plateforme :</span></div></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Nous utilisons une plate-forme Unix de type linux pour nos différents nœuds du cluster. Plusieurs distributions se sont proposées à nous, néanmoins notre choix s’est finalement tourné vers Ubuntu. Non seulement c’est la distribution Linux la plus déployée dans le monde, mais a une communauté dynamique et très active, ce qui nous procure un soutien si on se trouvait face à des problèmes.</span></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><br /></div><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 42.55pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 15pt; font-style: normal; line-height: 115%;">Hadoop :</span></div></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop est un framework programmé en JAVA destiné aux applications distribuées et à la gestion intensive des données. Il permet aux applications de travailler avec une multitude de nœuds et un volume très important de données.</span></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Le 3eme chapitre est consacré à l’explication des principales fonctionnalités et de l’architecture d’Hadoop.</span></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><br /></div><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 42.55pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 15pt; font-style: normal; line-height: 115%;">JRE (Java Runtime Environment) :</span></div></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop étant programmé en langage java, pour son exécution l’environnement d’exécution Java est pré-requis.</span></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><br /></div><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 42.55pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 15pt; font-style: normal; line-height: 115%;">SSH (Secure Shell) :</span></div></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Secure Shell&nbsp; (SSH) est à la fois un programme informatique et un protocole de communication sécurisé. Le protocole de connexion impose un échange de clés de chiffrement en début de connexion. Par la suite toutes les trames sont chiffrées</span><span style="line-height: 115%;">.</span></div><div class="MsoNormal" style="margin-left: 42.55pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Cela nous permet de gérer notre cluster en sécurité, ainsi, que les échanges de données et informations entre nœuds du cluster</span><span style="line-height: 115%;">.</span></div><div class="MsoNormal" style="margin-left: 42.55pt;"><br /></div><div class="MsoNormal" style="margin-left: 42.55pt;"><br /></div><div class="MsoNormal" style="margin-left: 42.55pt;"><br /></div><div class="MsoNormal" style="margin-left: 35.45pt;"><br /></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><b><u><span style="color: #548dd4; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">IV.3- Schéma De L’Infrastructure&nbsp;:&nbsp;&nbsp; </span></u></b></div><div class="MsoNormal" 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" /></div><div align="center" class="MsoCaption" style="text-align: center;"><span style="font-size: 10pt;"><br />Figure IV.</span><span style="font-size: 10pt;">1</span><span style="font-size: 10pt;">&nbsp;: Schéma Du Développement.</span><span style="font-size: 14pt;"></span></div><div align="center" class="MsoNormal" style="text-align: center;"><br /></div><div class="MsoNormal" style="text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Au début, l’installation devait se faire sur des serveurs d’hébergement d’OVH.&nbsp; Pour le coût assez important de la location des serveurs dédiés, nous avons loué un seul serveur sur lequel on allait installer plusieurs serveurs virtuels – après installation d’un Hyperviseur - &nbsp;afin d’avoir le nombre de serveurs, et donc nœuds, voulus et enfin, déployer notre framework. Malheureusement, la virtualisation des ressources par le client n’est pas permise au niveau de l’infrastructure d’OVH, ni au niveau d’infrastructures d’autres hébergeurs. Et donc – vu que ça ne change pas grandes choses dans la configuration du cluster mis á part l’adressage et certaines autorisations et permissions qu’il faudra ajouter au niveau des firewalls – nous avons déployé notre système sur des machines connectées physiquement et donc sur un réseau local, que la figure IV.1 illustre.</span></div><div class="MsoNormal" style="text-align: justify;"><br /></div><div class="MsoNormal" style="text-align: justify;"><br /></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><br /></div><div class="MsoNormal" style="mso-outline-level: 1; text-align: justify;"><b><u><span style="color: #548dd4; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">IV.4- Déploiement Et Configuration&nbsp;:&nbsp;&nbsp;&nbsp; </span></u></b></div><div class="MsoNormal" style="text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Le but est d’implémenter un cluster multi-nœuds de 4 machines.</span></div><div class="MsoNormal" style="text-align: justify;"><b><u><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Philosophie du déploiement&nbsp;: </span></u></b></div><div class="MsoNormal" style="text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><br />La meilleure façon de le faire est, dans un premier lieu, installer, configurer et tester Hadoop sur chaque machine et donc nous aurons quatre clusters à nœud unique.</span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Puis, fusionner les quatre machines (4 clusters) en un seul et unique cluster sur lequel une machine sera désignée comme Maitre et les trois autres comme esclaves.</span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">C’est beaucoup plus aisé de régler les problèmes que nous pourrions rencontrer, en raison de la réduction de la complexité, en faisant une configuration de clusters à nœud-unique.</span></div><div class="MsoNormal" style="text-align: justify;"><br /></div><div align="center" class="MsoNormal" style="page-break-after: avoid; text-align: center;"><img alt="" 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" /><br /><br /><span style="font-size: 12pt; line-height: 115%;"> </span></div><div align="center" class="MsoCaption" style="text-align: center;">Figure IV.2&nbsp;: Passer De Quatre Clusters à un seul Cluster Multi-Nœuds.<span style="font-size: 12pt;"></span></div><div class="MsoNormal" style="margin-left: 35.45pt; mso-outline-level: 1; text-align: justify;"><br /></div><div class="MsoNormal" style="margin-left: 35.45pt; text-align: justify;"><b><u><span style="color: #c0504d; font-family: &quot;Copperplate Gothic Light&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"><br />VI.4.1- Implémentation et Deploiement Des Clusters&nbsp; á nœud-Unique: </span></u></b></div><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 46.8pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 15pt; font-style: normal; line-height: 115%;">Pré-requis &amp; configurations de base:</span></div></div><div class="MsoListParagraphCxSpFirst" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l24 level1 lfo31; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">1.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Installation de l’environnement Java&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Ajouter&nbsp; des liens de sources à notre dépôt de sources&nbsp;: </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo add-apt-repository "deb http://archive.canonical.com/ lucid partner"</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">&nbsp;Mettre à jour la liste des sources&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 70.9pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo apt-get update</span></pre></blockquote><pre><span lang="EN-US"> <br /></span></pre></div></td></tr> </tbody></table><br /><div class="MsoListParagraphCxSpLast" style="margin-left: 70.9pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="font-size: 12pt; line-height: 115%;">&nbsp;</span><tt><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span></tt><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Installer sun-java6-jdk</span><tt><span style="font-size: 12pt; line-height: 115%;">:<br /></span></tt><tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></tt></div><div class="MsoNormal" style="margin-left: 70.9pt;"></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo apt-get install sun-java6-jdk</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></tt><br /><div class="MsoListParagraph" style="margin-left: 70.9pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Choisir par défaut l’environnement d’exécution java&nbsp;:<br /></span></div><div class="MsoNormal" style="margin-left: 70.9pt;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">Boulekhmir@ubuntu:~$ </span>sudo update-java-alternatives -s java-6-sun</pre></blockquote><pre><span lang="EN-US">&nbsp;</span></pre><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraph" style="margin-left: 70.9pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Vérifier que java est bien installé&nbsp;: <br /></span></div><div class="MsoNormal" style="margin-left: 70.9pt;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre>Boulekhmir@ubuntu:~$ java -version</pre><pre>java version "1.6.0_20"</pre><pre>Java(TM) SE Runtime Environment (build 1.6.0_20-b02)</pre><pre><span lang="EN-US">Java HotSpot(TM) Client VM (build 16.3-b01, mixed mode, sharing)</span></pre></blockquote><pre><span lang="EN-US">&nbsp;</span></pre><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoNormal" style="margin-left: 70.9pt;"><br /></div><div class="MsoListParagraphCxSpFirst" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l24 level1 lfo31; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">2.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">L’Ajout d’un utilisateur Hadoop dédié&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Par mesure de sécurité et facilité de gestion, j’utiliserai un compte dédié pour l’exécution et gestion d’Hadoop.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Aussi, un groupe dédié en cas de délégation de taches ou besoin d’autres comptes pour la gestion du cluster, puis, mettre le compte Hadoop dans le groupe.<br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo addgroup hadoop</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo adduser --ingroup hadoop hadoop</span></pre></blockquote><pre><span lang="EN-US">&nbsp;</span></pre><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l24 level1 lfo31; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">3.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Configuration du SSH&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop requière des accès sécurisés SSH pour gérer ses nœuds.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Pour la configuration d’un cluster a nœud unique, j’aurai besoin, donc, de configurer un accès SSH pour «&nbsp;localhost&nbsp;».</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Installation des packages SSH&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">boulekhmir@ubuntu:~$ sudo apt-get install openssh-client[sudo] <br /> <br />password for boulekhmir: </span></pre><pre><span lang="EN-US">Reading package lists... Done</span></pre><pre><span lang="EN-US">Building dependency tree&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></pre><pre><span lang="EN-US">Reading state information... Done</span></pre><pre><span lang="EN-US">.......</span></pre><pre><span lang="EN-US">Boulekhmir@ubuntu:~$ sudo apt-get install openssh-server</span></pre><pre><span lang="EN-US">Reading package lists... Done</span></pre><pre><span lang="EN-US">Building dependency tree&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></pre><pre><span lang="EN-US">Reading state information... Done</span></pre><pre><span lang="EN-US">.............</span></pre></blockquote><pre><span lang="EN-US">&nbsp;</span></pre><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Génération d’une paire de clés RSA&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote><div class="MsoNormal" style="background-color: #cccccc;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$ ssh-keygen -t rsa -P ""<br />Generating public/private rsa key pair.<br />Enter file in which to save the key (/home/hadoop/.ssh/id_rsa): <br />Created directory '/home/hadoop/.ssh'.<br />Your identification has been saved in /home/hadoop/.ssh/id_rsa.<br />Your public key has been saved in /home/hadoop/.ssh/id_rsa.pub.<br />The key fingerprint is:<br />67:08:82:ec:ab:9f:1d:f8:96:f5:31:29:c4:43:41:7f hadoop@ubuntu<br />The key's randomart image is:<br /><br />+--[ RSA 2048]----+<br />|&nbsp;&nbsp;&nbsp;&nbsp; .o.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />| . .&nbsp; ..&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />|&nbsp; o .o. . E&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />| .&nbsp;&nbsp; .+. o&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />|&nbsp; .&nbsp; . .S.o&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />|&nbsp;&nbsp; o&nbsp; o +o&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />|&nbsp; o .o o o&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />| . +o.&nbsp; .&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />|..o.o&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; |<br />+-----------------+</span></div><div class="MsoNormal"><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$</span><span lang="EN-US"></span></div></blockquote></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Activation de l’accès SSH avec la paire de clés créée&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:~$ cat $HOME/.ssh/id_rsa.pub &gt;&gt; $HOME/.ssh/authorized_keys</span></pre></blockquote></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><span style="font-size: 12pt; line-height: 115%;">Test de la configuration SSH&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:~$ ssh localhost</span></pre><pre><span lang="EN-US">The authenticity of host 'localhost (::1)' can't be established.</span></pre><pre><span lang="EN-US">RSA key fingerprint is ae:08:f4:5b:86:f2:e6:51:05:18:f2:56:14:00:79:ca.</span></pre><pre><span lang="EN-US">Are you sure you want to continue connecting (yes/no)? yes</span></pre><pre><span lang="EN-US">Warning: Permanently added 'localhost' (RSA) to the list of known hosts.</span></pre><pre><span lang="EN-US">Linux ubuntu 2.6.32-21-generic #32-Ubuntu SMP Fri Apr 16 08:10:02 UTC 2010 i686 GNU/Linux</span></pre><pre><span lang="EN-US">Ubuntu 10.04 LTS</span></pre><pre><span lang="EN-US"> <br /> <br />Welcome to Ubuntu!</span></pre><pre><span lang="EN-US"> </span>* Documentation:&nbsp; https://help.ubuntu.com/</pre><pre><span lang="EN-US">116 packages can be updated.</span></pre><pre><span lang="EN-US">6 updates are security updates.</span></pre><pre><span lang="EN-US">&nbsp;</span></pre><pre><span lang="EN-US">The programs included with the Ubuntu system are free software;</span></pre><pre><span lang="EN-US">the exact distribution terms for each program are described in the</span></pre><pre><span lang="EN-US">individual files in /usr/share/doc/*/copyright.</span></pre><pre><span lang="EN-US">Ubuntu comes with ABSOLUTELY NO WARRANTY, to the extent permitted by</span></pre><pre><span lang="EN-US">applicable law.</span></pre><pre><span lang="EN-US">&nbsp;</span></pre><pre><span lang="EN-US">hadoop@ubuntu:~$</span></pre></blockquote></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l24 level1 lfo31; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">4.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Désactiver IPv6&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Pour certains problèmes qui peuvent surgir à cause de l’adressage IPv6 dans les serveurs Hadoop (qui utilise 0.0.0.0 pour divers configuration réseau), j’ai préféré, pour éviter les erreurs de communication, désactiver IPv6. Pour ce faire&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">On rajoute&nbsp; au fichier de configuration&nbsp;: /etc/<i style="mso-bidi-font-style: normal;">sysctl.conf </i>les lignes suivantes&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote style="background-color: #cccccc;"><pre>#disable ipv6</pre><pre>net.ipv6.conf.all.disable_ipv6 = 1</pre><pre>net.ipv6.conf.default.disable_ipv6 = 1</pre><pre>net.ipv6.conf.lo.disable_ipv6 = 1</pre></blockquote></blockquote><div class="MsoListParagraphCxSpLast" style="margin-left: 53.45pt; mso-add-space: auto;"><span lang="EN-US">&nbsp;</span><span style="font-size: 12pt; line-height: 115%;"> </span></div></div></td></tr> </tbody></table><br /><div style="border-bottom: solid #4F81BD 1.0pt; border: none; margin-left: 53.45pt; margin-right: 0cm; mso-border-bottom-alt: solid #4F81BD .5pt; mso-border-bottom-themecolor: accent1; mso-border-bottom-themecolor: accent1; mso-element: para-border-div; padding: 0cm 0cm 4.0pt 0cm;"><div class="MsoIntenseQuote" style="margin-bottom: 14.0pt; margin-left: 0cm; margin-right: 0cm; margin-top: 10.0pt;"><span style="font-size: 10pt; font-style: normal; line-height: 115%;"><br /></span><b><span style="color: #0b5394; font-size: 15pt; font-style: normal; line-height: 115%;">Hadoop </span></b></div></div><div class="MsoListParagraphCxSpFirst" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">1.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Préparation&nbsp;:&nbsp; </span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Pour cela, il nous faudra le package d’Hadoop que nous téléchargions du site officiel.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Pour une meilleure gestion nous créerons un dossier dans lequel nous mettrons les fichiers d’Hadoop. </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;">Pour notre cas nous avons créé&nbsp;le dossier&nbsp;: </span><tt><i style="mso-bidi-font-style: normal;"><span style="font-size: 12pt; line-height: 115%;">/usr/local/hadoop</span></i></tt></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:~$ cd /usr/local</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local$ sudo tar xzf hadoop-0.20.2.tar.gz</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local$ sudo mv hadoop-0.20.2 hadoop</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local$ sudo chown -R hadoop:hadoop hadoop</span></pre></blockquote></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">2.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Configuration &amp; Lancement&nbsp;:</span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; mso-list: l33 level1 lfo49; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">A.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Configuration HDFS&nbsp;:</span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 1pt; line-height: 115%;"><br /></span><span style="font-size: 12pt; line-height: 115%;">La configuration HDFS est contenue dans des fichiers XML dans le répertoire <b>conf/</b>.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Le fichier <b>conf/hadoop-defaults.xml</b> contient des valeurs système pour chaque paramètre dans Hadoop. C’est valeurs seront modifiées selon la stratégie utilisée pour l’architecture du réseau. Pour ce faire, des fichiers système seront configurés au niveau des nœuds du cluster pour construire les liaisons et l’hiérarchie.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-align: justify; text-indent: -18.0pt;"><span lang="EN-US" style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #1f497d; font-size: 12pt; line-height: 115%;">conf/*-site.xml</span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Dans cette section nous allons configurer le répertoire dans lequel Hadoop va stocker ses fichiers de données.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Bien sure, notre configuration utilisera le système de fichier d’Hadoop. </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l6 level1 lfo36; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">1-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Création d’un répertoire de stockage pour le système&nbsp;HDFS&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:~$ </span><tt><span lang="EN-US">sudo mkdir /usr/local/hadoop-datastore/</span></tt><span lang="EN-US"></span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:~$ </span><tt><span lang="EN-US">sudo mkdir /usr/local/hadoop-datastore/hadoop-boulekhmir</span></tt><span lang="EN-US"></span></pre><div class="MsoNormal"><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$ </span><tt style="background-color: #cccccc;"><span lang="EN-US" style="font-size: 10pt; line-height: 115%;">chmod 750 sudo mkdir /usr/local/hadoop-datastore/hadoop-boulekhmir</span></tt><span lang="EN-US"></span></div></blockquote></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">&nbsp; <br style="mso-special-character: line-break;" /> </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l6 level1 lfo36; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">2-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Configuration du fichier&nbsp;: </span></b><tt><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">hadoop-site.xml</span></i></b></tt><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></b></tt></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><blockquote><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #a6a6a6; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><configuration></configuration></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <property></property></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <name></name></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">fs.default.name</span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <value></value></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hdfs://localhost:9000</span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; </span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <property></property></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <name></name></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">dfs.data.dir</span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <value< span=""></value<></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&gt;</span><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">/usr/local/hadoop-datastore/data<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; </span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <property></property></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <name></name></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">dfs.name.dir</span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp; <value< span=""></value<></span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&gt;</span><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">/usr/local/hadoop-datastore/name<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; </span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div></blockquote></blockquote></div></td> </tr> </tbody></table><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><b><span style="font-size: 12pt; line-height: 115%;">fs.default.name&nbsp;: </span></b><span style="font-size: 12pt; line-height: 115%;">est l’URL «&nbsp;Hôte et port&nbsp;» qui décrit le NameNode pour les nœuds du cluster. Chaque machine du cluster Hadoop a besoin de connaître l'adresse de la NameNode. Les DataNode seront inscrit dans la NameNode en rendant leurs données accessibles à travers elle. Les Programmes clients se pourront se connecter à cette adresse pour récupérer l'emplacement des blocs de fichiers réels.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><b><span style="font-size: 12pt; line-height: 115%;">dfs.data.dir&nbsp;:</span></b><span style="font-size: 12pt; line-height: 115%;"> C'est le chemin sur le système de fichiers local dans lequel la DataNode doit stocker ses données. Il n'est pas nécessaire que toutes les DataNode stockeent leurs données dans un meme chemin local, il est possible que ces machines soient hétérogènes. Toutefois, il vaut mieux simplifier la configuration et normaliser dans tout le système.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><b><span style="font-size: 12pt; line-height: 115%;">dfs.name.dir&nbsp;:</span></b><span style="font-size: 12pt; line-height: 115%;"> C'est le chemin sur le système de fichiers local de la NameNode où les métadonnées sont stockées. Il est seulement utilisé par la NameNode pour trouver ses informations, et n'existe pas sur le DataNodes.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l6 level1 lfo36; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">3-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Configuration du fichier&nbsp;: </span></b><tt><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">core-site.xml</span></i></b></tt><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></b></tt></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><blockquote><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #a6a6a6; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><configuration></configuration></span></b></div><div class="MsoNormal"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp; <b style="mso-bidi-font-weight: normal;"><property></property></b></span></div><div class="MsoNormal"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp;&nbsp; <b style="mso-bidi-font-weight: normal;"><name></name></b>hadoop.tmp.dir<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp;&nbsp; <b style="mso-bidi-font-weight: normal;"><value><br /></value></b>&nbsp;&nbsp;&nbsp;&nbsp; /usr/local/hadoop-datastore/hadoop-boulekhmir/tmp<br />&nbsp;&nbsp;&nbsp;&nbsp; <b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp;&nbsp; </span><b style="mso-bidi-font-weight: normal;"><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><description><br />&nbsp;&nbsp;&nbsp;&nbsp; </description></span></b><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">Base pour les autres dossiers tomporaires<b style="mso-bidi-font-weight: normal;">.<br />&nbsp;&nbsp;&nbsp;&nbsp; </b></span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp; </span></b><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></div><div class="MsoNormal"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div></blockquote></blockquote></div></td> </tr> </tbody></table><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><b><span style="font-size: 12pt; line-height: 115%;">hadoop.tmp.dir&nbsp;: </span></b><span style="font-size: 12pt; line-height: 115%;">C'est le chemin sur le système de fichiers local dans lequel la DataNode doit stocker ses données temporaire.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l6 level1 lfo36; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">4-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Configuration du fichier&nbsp;: </span></b><tt><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">hdfs-site.xml</span></i></b></tt><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></b></tt></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><br /></span><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><div class="MsoNormal" style="background-color: #cccccc;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #a6a6a6; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal" style="background-color: #cccccc;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><property></property></span></b></div><div class="MsoNormal" style="background-color: #cccccc;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <b style="mso-bidi-font-weight: normal;"><name></name></b>dfs.replication<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal" style="background-color: #cccccc;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; </span><b style="mso-bidi-font-weight: normal;"><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><value></value></span></b><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">1<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal" style="background-color: #cccccc;"><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <b style="mso-bidi-font-weight: normal;"><description> <br />&nbsp; </description></b>le nombre de replication des blocs (par défaut).<br />&nbsp;&nbsp;<b style="mso-bidi-font-weight: normal;"></b></span></div><div class="MsoNormal" style="background-color: #cccccc;"><b style="mso-bidi-font-weight: normal;"><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><b><span style="font-size: 12pt; line-height: 115%;">dfs.replication&nbsp;: </span></b><span style="font-size: 12pt; line-height: 115%;">C'est le facteur de réplication par défaut pour chaque bloc de données dans le système de fichiers HDFS.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l6 level1 lfo36; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">5-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Configuration du fichier&nbsp;: </span></b><tt><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">mapred-site.xml</span></i></b></tt><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;"></span></b></tt></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; text-align: justify;"><span style="font-size: 7pt; line-height: 115%;"><br /></span><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><blockquote><div class="MsoNormal" style="background-color: #cccccc;"><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #a6a6a6; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"></span></b></div><div class="MsoNormal"><b style="background-color: #cccccc;"><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;"><property>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br /></property></span></b><span style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp; <b style="mso-bidi-font-weight: normal;"><name></name></b>mapred.job.tracker<b style="mso-bidi-font-weight: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br /></b>&nbsp; <b style="mso-bidi-font-weight: normal;"><value></value></b>localhost:54311<b style="mso-bidi-font-weight: normal;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br /></b>&nbsp; <b style="mso-bidi-font-weight: normal;"><description>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br />&nbsp;&nbsp;&nbsp; le host et le port que le Jobtraker de Map/Reduce utilise.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br /></description></b>&nbsp; </span><b style="background-color: #cccccc;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <br />&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></b><b style="mso-bidi-font-weight: normal;"><span lang="EN-US"></span></b></div></blockquote></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span><span style="font-size: 1pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l3 level1 lfo30; text-align: justify; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">ð<span style="font: 7pt &quot;Times New Roman&quot;;"> </span></span><span dir="LTR"></span><b><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Formatage HDFS&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">La première étape à faire pour le déploiement d’Hadoop est le formatage de son système de fichier (HDFS) qui se trouve au dessus du système de fichiers local.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">(Le formatage initialise simplement le répertoire spécifié par la variable dfs.name.dir)</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Le formatage ne doit se faire qu’une foi au risque de perdre toutes les données sur le cluster.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><blockquote><div><pre><span lang="EN-US" style="background-color: #cccccc;">hadoop@ubuntu:~$ </span><tt style="background-color: #cccccc;"><span lang="EN-US">/usr/local/hadoop/hadoop-0.20.2/bin/hadoop namenode -format</span></tt><span lang="EN-US"></span></pre></div></blockquote></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: justify;"><span style="font-size: 7pt; line-height: 115%;"><br /></span><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> </tr> </tbody></table><br /><blockquote style="background-color: #cccccc;"><blockquote><div><pre><span lang="EN-US">10/05/08 16:59:56 INFO namenode.NameNode: STARTUP_MSG: </span></pre><pre><span lang="EN-US">/************************************************************</span></pre><pre><span lang="EN-US">STARTUP_MSG: Starting NameNode</span></pre><pre><span lang="EN-US">STARTUP_MSG:&nbsp;&nbsp; host = ubuntu/127.0.1.1</span></pre><pre><span lang="EN-US">STARTUP_MSG:&nbsp;&nbsp; args = [-format]</span></pre><pre><span lang="EN-US">STARTUP_MSG:&nbsp;&nbsp; version = 0.20.2</span></pre><pre><span lang="EN-US">STARTUP_MSG:&nbsp;&nbsp; build = https://svn.apache.org/repos/asf/hadoop/common/branches/branch-0.20 -r 911707; compiled by 'chrisdo' on Fri Feb 19 08:07:34 UTC 2010</span></pre><pre><span lang="EN-US">************************************************************/</span></pre><pre><span lang="EN-US">10/05/08 16:59:56 INFO namenode.FSNamesystem: fsOwner=hadoop,hadoop</span></pre><pre><span lang="EN-US">10/05/08 16:59:56 INFO namenode.FSNamesystem: supergroup=supergroup</span></pre><pre><span lang="EN-US">10/05/08 16:59:56 INFO namenode.FSNamesystem: isPermissionEnabled=true</span></pre><pre><span lang="EN-US">10/05/08 16:59:56 INFO common.Storage: Image file of size 96 saved in 0 seconds.</span></pre><pre><span lang="EN-US">10/05/08 16:59:57 INFO common.Storage: Storage directory .../hadoop-hadoop/dfs/name has been successfully formatted.</span></pre><pre><span lang="EN-US">10/05/08 16:59:57 INFO namenode.NameNode: SHUTDOWN_MSG: </span></pre><pre><span lang="EN-US">/************************************************************</span></pre><pre><span lang="EN-US">SHUTDOWN_MSG: Shutting down NameNode at ubuntu/127.0.1.1</span></pre><pre><span lang="EN-US">************************************************************/</span></pre><div class="MsoNormal"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$</span><span lang="EN-US"></span></div></div></blockquote></blockquote><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 2.0cm; mso-add-space: auto; mso-list: l33 level1 lfo49; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">B.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Lancement du système de fichiers HDFS&nbsp;:</span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Cette commande va démarrer le serveur NameNode sur la machine maître (qui est où le script de démarrage dfs.sh a été invoquée). La commande lancera également le démarrage des DataNode sur chacune des machines esclaves.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><div class="MsoNormal"><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$ </span><tt style="background-color: #cccccc;"><span lang="EN-US" style="font-size: 10pt; line-height: 115%;">/usr/local/hadoop/hadoop-0.20.2/</span></tt><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">bin/start-dfs.sh&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span lang="EN-US"></span></div></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">3.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Lancement du Cluster (á nœud unique)&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><div class="MsoNormal"><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$ </span><tt style="background-color: #cccccc;"><span lang="EN-US" style="font-size: 10pt; line-height: 115%;">/usr/local/hadoop/hadoop-0.20.2/</span></tt><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">bin/start-all.sh</span><span lang="EN-US"></span></div></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"><br style="mso-special-character: line-break;" /> <br style="mso-special-character: line-break;" /> </span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Ce qui va lancer les&nbsp;: Namenode, Datanode, Jobtracker et le Tasktracker sur la machine locale.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ bin/start-all.sh </span></pre><pre><span lang="EN-US">&nbsp;<b style="mso-bidi-font-weight: normal;">starting namenode</b>, logging to /usr/local/hadoop/hadoop-0.20.2/bin/../logs/hadoop-hadoop-namenode-ubuntu.out</span></pre><pre><span lang="EN-US"> localhost: <b style="mso-bidi-font-weight: normal;">starting datanode</b>, logging to /usr/local/hadoop/hadoop-0.20.2/bin/../logs/hadoop-hadoop-datanode-ubuntu.out</span></pre><pre><span lang="EN-US"> localhost: <b style="mso-bidi-font-weight: normal;">starting secondarynamenode</b>, logging to /usr/local/hadoop/hadoop-0.20.2/bin/../logs/hadoop-hadoop-secondarynamenode-ubuntu.out</span></pre><pre><span lang="EN-US"> <b style="mso-bidi-font-weight: normal;">starting jobtracker</b>, logging to /usr/local/hadoop/hadoop-0.20.2/bin/../logs/hadoop-hadoop-jobtracker-ubuntu.out</span></pre><pre><span lang="EN-US"> localhost: <b style="mso-bidi-font-weight: normal;">starting tasktracker</b>, logging to /usr/local/hadoop/hadoop-0.20.2/bin/../logs/hadoop-hadoop-tasktracker-ubuntu.out</span></pre><div class="MsoNormal"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$</span></div></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><br />Pour vérifier si les processus d’Hadoop se sont lancés, on lance la commande&nbsp; «&nbsp;<b style="mso-bidi-font-weight: normal;">jps</b>&nbsp;»:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ jps</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">2287 TaskTracker</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">2149 JobTracker</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">1938 DataNode</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">2085 SecondaryNameNode</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">2349 Jps</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">1788 NameNode</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><br />Avec la commande <b style="mso-bidi-font-weight: normal;">netstat</b>, on peut vérifier si Hadoop est à l’écoute des ports de sa configuration.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:~$ sudo netstat -plten | grep java</span></pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:50070&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9236&nbsp; 2471/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:50010&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9998&nbsp; 2628/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:48159&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 8496&nbsp; 2628/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:53121&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9228&nbsp; 2857/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 127.0.0.1:54310 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 8143&nbsp; 2471/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 127.0.0.1:54311 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9230&nbsp; 2857/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:59305&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 8141&nbsp; 2471/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:50060&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9857&nbsp; 3005/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:49900&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9037&nbsp; 2785/java</pre><pre>tcp&nbsp;&nbsp; 0&nbsp; 0 0.0.0.0:50030&nbsp;&nbsp; 0.0.0.0:*&nbsp; LISTEN&nbsp; 1001&nbsp; 9773&nbsp; 2857/java</pre><pre>hadoop@ubuntu:~$</pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">4.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Arrêter le Cluster&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span lang="EN-US" style="font-size: 12pt; line-height: 115%;">Exécuter la commande:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><blockquote><span lang="EN-US">hadoop@ubuntu:~$ </span><tt><span lang="EN-US">/usr/local/hadoop/hadoop-0.20.2/</span></tt><span lang="EN-US">bin/stop-all.sh</span><br /><span lang="EN-US"></span></blockquote><pre><span lang="EN-US"> <br />stopping jobtracker</span></pre><pre><span lang="EN-US">localhost: stopping tasktracker</span></pre><pre><span lang="EN-US">stopping namenode</span></pre><pre><span lang="EN-US">localhost: stopping datanode</span></pre><pre><span lang="EN-US">localhost: stopping secondarynamenode</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop$</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"><br />Ce qui va arrêtera les&nbsp;: Namenode, Datanode, Jobtracker et le Tasktracker sur la machine locale.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">5.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Lancer un job Map/Reduce&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">1.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Téléchargement des données (Input)&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">On va lancer un Job Map/Reduce pour tester notre cluster, pour cela, on lance le programme WordCount qui calcul le nombre d’occurrences des &nbsp;mots dans un texte.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpLast" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Pour le test&nbsp;j’ai choisie&nbsp;trois (03) livres&nbsp;:</span></div><div class="MsoNormal" style="line-height: normal; margin-left: 71.45pt; mso-list: l26 level1 lfo38; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-indent: -18.0pt;"><span lang="EN-US">-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span dir="LTR"></span><span lang="EN-US">The Outline of Science, Vol. 1 par &nbsp;J. Arthur Thomson</span></div><div class="MsoNormal" style="line-height: normal; margin-left: 71.45pt; mso-list: l26 level1 lfo38; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-indent: -18.0pt;"><span lang="EN-US">-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span><span dir="LTR"></span><span lang="EN-US">The Notebooks of Leonardo Da Vinci</span></div><div class="MsoNormal" style="line-height: normal; margin-left: 71.45pt; mso-list: l26 level1 lfo38; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; text-indent: -18.0pt;">-<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span dir="LTR"></span>Ulysses par &nbsp;James Joyce</div><div class="MsoNormal" style="margin-left: 53.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Après téléchargement, on définit un répertoire où mettre ces fichiers texte (livres)&nbsp;:</span></div><div class="MsoNormal" style="margin-left: 53.45pt; text-align: justify;"><br /></div><div class="MsoNormal" style="margin-left: 53.45pt; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><div class="MsoNormal" style="background-color: #cccccc;"><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:/tem$ sudo mkdir Gutenberg<br />hadoop@ubuntu:~$ cd /home/hadoop <br />hadoop@ubuntu:~$ </span><span lang="EN-US" style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">ls -l /tmp/gutenberg/<br />total 3592<br />-rw-r--r-- 1 hadoop hadoop&nbsp; 674425 2007-01-22 12:56 20417-8.txt<br />-rw-r--r-- 1 hadoop hadoop 1423808 2006-08-03 16:36 7ldvc10.txt<br />-rw-r--r-- 1 hadoop hadoop 1561677 2004-11-26 09:48 ulyss12.txt<br /></span><span style="font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$</span></div></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpFirst" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">2.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Relancer le cluster d’Hadoop&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><div class="MsoNormal"><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">hadoop@ubuntu:~$ </span><tt style="background-color: #cccccc;"><span lang="EN-US" style="font-size: 10pt; line-height: 115%;">/usr/local/hadoop/hadoop-0.20.2/</span></tt><span lang="EN-US" style="background-color: #cccccc; font-family: &quot;Courier New&quot;; font-size: 10pt; line-height: 115%;">bin/start-all.sh</span><span lang="EN-US"></span></div></blockquote></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">3.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Copier les données du support de stockage local au HDFS&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ </span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">bin/hadoop dfs -copyFromLocal /tmp/gutenberg gutenberg</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ </span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">bin/hadoop dfs -ls</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">Found 1 items</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">drwxr-xr-x&nbsp;&nbsp; - hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0 2010-05-08 17:40 /user/hadoop/gutenberg</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ </span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">bin/hadoop dfs -ls gutenberg</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">Found 3 items</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">-rw-r--r--&nbsp;&nbsp; 1 hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp; 674762 2010-05-08 17:40 /user/hadoop/gutenberg/20417.txt</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">-rw-r--r--&nbsp;&nbsp; 1 hadoop supergroup&nbsp;&nbsp;&nbsp; 1573044 2010-05-08 17:40 /user/hadoop/gutenberg/4300.txt</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">-rw-r--r--&nbsp;&nbsp; 1 hadoop supergroup&nbsp;&nbsp;&nbsp; 1391706 2010-05-08 17:40 /user/hadoop/gutenberg/7ldvc10.txt</span></pre><pre><span lang="EN-US"><span style="background-color: #cccccc;">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ </span> </span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">4.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Lancer le Job de Map/reduce&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Cette commande va lancer la lecture de tous les fichiers HDFS dans le repertoire «&nbsp;</span><i style="mso-bidi-font-style: normal;"><span style="font-size: 12pt; line-height: 115%;">gutenberg&nbsp;», </span></i><span style="font-size: 12pt; line-height: 115%;">exécuter le programme <b style="mso-bidi-font-weight: normal;">WordCount</b> qui calculera le nombre <br /><br /><br />d’occurrences des mots, et finalement, sauvegarder le résultat dans le dossier HDFS «&nbsp;</span><tt><i style="mso-bidi-font-style: normal;"><span style="line-height: 115%;">gutenberg-output&nbsp;»</span></i></tt><span style="font-size: 12pt; line-height: 115%;"></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ bin/hadoop jar hadoop-0.20.2-examples.jar wordcount gutenberg gutenberg-output</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:00 INFO input.FileInputFormat: Total input paths to process&nbsp;: 3</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:01 INFO mapred.JobClient: Running job: job_201005081732_0001</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:02 INFO mapred.JobClient:&nbsp; map 0% reduce 0%</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:14 INFO mapred.JobClient:&nbsp; map 66% reduce 0%</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:17 INFO mapred.JobClient:&nbsp; map 100% reduce 0%</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:26 INFO mapred.JobClient:&nbsp; map 100% reduce 100%</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient: Job complete: job_201005081732_0001</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient: Counters: 17</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp; Job Counters </span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; Launched reduce tasks=1</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; Launched map tasks=3</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; Data-local map tasks=3</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp; FileSystemCounters</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; FILE_BYTES_READ=2214026</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; HDFS_BYTES_READ=3639512</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; FILE_BYTES_WRITTEN=3687918</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">a 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp;&nbsp;&nbsp; HDFS_BYTES_WRITTEN=880330</span></pre><pre><span lang="EN-US"><span style="background-color: #cccccc;">10/05/08 17:43:28 INFO mapred.JobClient:&nbsp;&nbsp; Map-Reduce Framework </span></span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">5.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Vérification de la sauvegarde du résultat&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ bin/hadoop dfs -ls </span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">Found 2 items</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">drwxr-xr-x&nbsp;&nbsp; - hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0 2010-05-08 17:40 /user/hadoop/gutenberg</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">drwxr-xr-x&nbsp;&nbsp; - hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0 2010-05-08 17:43 /user/hadoop/gutenberg-output</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop$ bin/hadoop dfs -ls gutenberg-output</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">Found 2 items</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">drwxr-xr-x&nbsp;&nbsp; - hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 0 2010-05-08 17:43 /user/hadoop/gutenberg-output/_logs</span></pre><pre style="background-color: #cccccc;"><span lang="EN-US">-rw-r--r--&nbsp;&nbsp; 1 hadoop supergroup&nbsp;&nbsp;&nbsp;&nbsp; 880330 2010-05-08 17:43 /user/hadoop/gutenberg-output/part-r-00000</span></pre><pre><span lang="EN-US"><span style="background-color: #cccccc;">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ </span> </span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">&nbsp; </span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l7 level1 lfo40; text-align: justify; text-indent: -18.0pt;"><tt><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; font-size: 12pt; line-height: 115%;">6.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b></tt><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">Récupérer le résultat du HDFS&nbsp;: <tt><span style="font-family: &quot;Calibri&quot;,&quot;sans-serif&quot;; line-height: 115%;"></span></tt></span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Bien sure, c’est possible de récupérer les données du cluster pour le sauvegarder sur le système de fichiers local&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote><pre style="background-color: #cccccc;"><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ bin/hadoop dfs -cat gutenberg-output/part-r-00000</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;"> </span><span style="font-size: 12pt; line-height: 115%;"></span></div><table cellpadding="0" cellspacing="0"><tbody> <tr> <td><div><blockquote style="background-color: #cccccc;"><pre><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ mkdir /tmp/gutenberg-output</span></pre><pre><span lang="EN-US"> hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ bin/hadoop dfs -getmerge gutenberg-output /tmp/gutenberg-output</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$ head /tmp/gutenberg-output/gutenberg-output </span></pre><pre><span lang="EN-US">"(Lo)cra"&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"1490&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"1498," 1</span></pre><pre><span lang="EN-US">"35"&nbsp;&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"40,"&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"A&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 2</span></pre><pre><span lang="EN-US">"AS-IS".&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"A_&nbsp;&nbsp;&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"Absoluti&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 1</span></pre><pre><span lang="EN-US">"Alack! 1</span></pre><pre><span lang="EN-US">hadoop@ubuntu:/usr/local/hadoop/hadoop-0.20.2$</span></pre></blockquote><div class="MsoNormal"><br /></div></div></td> </tr> </tbody></table><span style="font-size: 12pt; line-height: 115%;"></span><br /><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; mso-list: l25 level1 lfo35; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">6.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 14pt; line-height: 115%;">Les Interface Web d’Hadoop&nbsp;:&nbsp; </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Hadoop offre plusieurs interfaces web pour voir ce qui se passe dans le cluster&nbsp;:</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 106.35pt; mso-add-space: auto; mso-list: l3 level2 lfo30; text-align: justify; text-indent: -18.0pt;"><span style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">Ø<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp; </span></span><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">http://localhost:50030/</span></b><span style="font-size: 12pt; line-height: 115%;">&nbsp; - pour le JobTraker.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 106.35pt; mso-add-space: auto; mso-list: l3 level2 lfo30; text-align: justify; text-indent: -18.0pt;"><span lang="EN-US" style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">Ø<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp; </span></span><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #1f497d; font-size: 12pt; line-height: 115%;">http://localhost:50060/ </span></b><span lang="EN-US" style="font-size: 12pt; line-height: 115%;">&nbsp;- Pour les tasktracker(s)</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 106.35pt; mso-add-space: auto; mso-list: l3 level2 lfo30; text-align: justify; text-indent: -18.0pt;"><span lang="EN-US" style="color: #1f497d; font-family: Wingdings; font-size: 12pt; line-height: 115%;">Ø<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp; </span></span><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span lang="EN-US" style="color: #1f497d; font-size: 12pt; line-height: 115%;">http://localhost:50070/ </span></b><span lang="EN-US" style="font-size: 12pt; line-height: 115%;">&nbsp;- Pour le(s) NameNode(s) d’HDFS.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l28 level1 lfo41; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">1.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><u><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">L’interface Web du JobTraker&nbsp;: </span></u></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Cette interface fournie les informations et statistiques concernant les jobs dans le cluster qu’ils soient exécutés, complétés ou échoués et un historique.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Par défaut elle est accessible via&nbsp;: <b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d;">http://localhost:50030/</span></b></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: center;"><span style="font-size: 12pt; line-height: 115%;">&nbsp;</span><img alt="" 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" /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div align="center" class="MsoListParagraphCxSpLast" style="margin-left: 53.45pt; mso-add-space: auto; page-break-after: avoid; text-align: center;"><span style="font-size: 12pt; line-height: 115%;"> </span></div><div align="center" class="MsoCaption" style="text-align: center;">Figure IV.3&nbsp;: L’interface Web Du JobTraker.<span style="font-size: 12pt;"></span></div><div class="MsoListParagraphCxSpFirst" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l28 level1 lfo41; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">2.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">L’interface Web des TaskTrakers&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Cette interface nous montre les taches exécutées et non-exécutées.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Par défaut elle est accessible via&nbsp;: <b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d;">http://localhost:50060/</span></b></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: center;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: center;"><img alt="" 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" /></div><div align="center" class="MsoListParagraphCxSpLast" style="margin-left: 53.45pt; mso-add-space: auto; page-break-after: avoid; text-align: center;"><span style="font-size: 12pt; line-height: 115%;"> </span></div><div align="center" class="MsoCaption" style="margin-left: 2.0cm; text-align: center;"><br />Figure IV.4&nbsp;: L’interface Web Du TaskTraker.<span style="font-size: 12pt;"></span></div><div class="MsoListParagraphCxSpFirst" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 71.45pt; mso-add-space: auto; mso-list: l28 level1 lfo41; text-align: justify; text-indent: -18.0pt;"><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">3.<span style="font: 7pt &quot;Times New Roman&quot;;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></span></b><span dir="LTR"></span><b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d; font-size: 12pt; line-height: 115%;">L’interface Web du NameNode&nbsp;: </span></b></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><br /></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Présente un récapitulatif du cluster, y compris des informations sur la capacité totale et restante et les nœuds actif et morts.</span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; mso-add-space: auto; text-align: justify;"><span style="font-size: 12pt; line-height: 115%;">Par défaut elle est accessible via&nbsp;: <b style="mso-bidi-font-weight: normal;"><span style="color: #1f497d;">http://localhost:50070/</span></b></span></div><div class="MsoListParagraphCxSpMiddle" style="margin-left: 53.45pt; text-align: center;"><span style="font-size: 12pt; line-height: 115%;">&nbsp;</span><img 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