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fill="none" d="M0,0h24v24H0V0z"></path></svg></div></div></div></div><div id="docs-additional-bars" style="width: 1377px;"><div id="docs-spellcheckslidingdialog-id"></div><div id="docs-checkupdialog-id"></div></div><div id="docs-transient-bar-container"></div><div id="docs-palettes"></div></div><div id="docs-texteventtargetbrailleoffsetcalculator"></div><div id="docs-aria-speakable" class="docs-offscreen-z-index" aria-live="assertive" role="region" aria-atomic="true" aria-hidden="false">To enable screen reader support, press ⌘+Option+Z To learn about keyboard shortcuts, press ⌘slash</div><script nonce="">DOCS_timing['che'] = new Date().getTime();</script><div id="docs-editor-container"><div id="docs-editor" class=" companion-enabled" style="width: 1384px;"><script nonce="">DOCS_timing['chv'] = new Date().getTime();</script><div id="two-panel-layout" class="two-panel-layout"><div class="filmstrip" role="navigation" aria-labelledby="filmstrip-view-tab"><div id="filmstrip-sizer"></div><div id="filmstrip" role="tabpanel" aria-labelledby="filmstrip-view-tab"><div id="punch-total-slide-count" style="display: none;">26 total slides</div><div class="punch-filmstrip-scroll" style="height: 648px; width: 219px;"><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal; position: absolute; left: 0px;" class="punch-filmstrip-thumbnails" width="218px" height="2888px"><rect fill="#fff" fill-opacity="0" width="100%" height="100%"></rect><rect class="punch-filmstrip-cursor" pointer-events="none" visibility="hidden" y="0" height="2" width="181" rx="1" ry="1"></rect><g class="punch-filmstrip-thumbnail" transform="translate(0 2)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">1</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect><clipPath id="punch-page-filmstrip-thumbnail-collaborator-clip-path"><rect x="43" y="6" width="168" height="97"></rect></clipPath></g><g class="punch-filmstrip-thumbnail" transform="translate(0 113)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">2</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 224)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">3</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 335)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">4</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 446)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">5</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 557)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">6</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 2111)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">20</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal;" width="164px" height="93px" viewBox="0 0 362810.3225806452 205740.00000000003"><rect fill="#ffffff" fill-opacity="0" width="100%" height="100%"></rect><g transform="translate(0 0) scale(1)"><defs cursor="default"></defs><g id="filmstrip-slide-19-g32bb2f9a5d_0_12"><path fill="#fff" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path><g id="filmstrip-slide-19-g32bb2f9a5d_0_12-bg"><g><g><path fill="#FFFFFF" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path></g></g></g><g id="filmstrip-slide-19-g32948bb1c7_2_807"><g><g><path fill="#4DB6AC" fill-opacity="1" d="M -3 201828 L 365757 201828 365757 205740 -3 205740 Z"></path></g></g></g><g id="filmstrip-slide-19-g32bb2f9a5d_0_13"><g><g><path d="M 12468 17801 L 353292 17801 353292 46097 12468 46097 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,21458)"><g pointer-events="none"><g id="filmstrip-slide-19-g32bb2f9a5d_0_13-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 46.08)"><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision">Spark</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="106.03200149536133">WordCount</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="303.74401092529297">Lab</text></g></g></g></g></g></g></g></g></g></g><g id="filmstrip-slide-19-g32bb2f9a5d_0_14"><g><g><path d="M 12468 50653 L 353292 50653 353292 182760.99999999997 12468 182760.99999999997 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,54310)"><g pointer-events="none"><g id="filmstrip-slide-19-g32bb2f9a5d_0_14-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"></g></g></g></g></g></g></g></g></g></g></g></svg></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 2222)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">21</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal;" width="164px" height="93px" viewBox="0 0 362810.3225806452 205740.00000000003"><rect fill="#ffffff" fill-opacity="0" width="100%" height="100%"></rect><g transform="translate(0 0) scale(1)"><defs cursor="default"></defs><g id="filmstrip-slide-20-g32ae6d01b8_0_106"><path fill="#fff" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path><g id="filmstrip-slide-20-g32ae6d01b8_0_106-bg"><g><g><path fill="#FFFFFF" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path></g></g></g><g id="filmstrip-slide-20-g32948bb1c7_2_807"><g><g><path fill="#4DB6AC" fill-opacity="1" d="M -3 201828 L 365757 201828 365757 205740 -3 205740 Z"></path></g></g></g><g id="filmstrip-slide-20-g32ae6d01b8_0_107"><g><g><path d="M 12468 88722 L 353292 88722 353292 117018 12468 117018 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,92379)"><g pointer-events="none"><g id="filmstrip-slide-20-g32ae6d01b8_0_107-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 46.08)"><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="236.10115751131315">Spark</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="342.1331590066745">WordCount</text><text style="font-family:'docs-PT Sans 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class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">24</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal;" width="164px" height="93px" viewBox="0 0 362810.3225806452 205740.00000000003"><rect fill="#ffffff" fill-opacity="0" width="100%" height="100%"></rect><g transform="translate(0 0) scale(1)"><defs cursor="default"></defs><g id="filmstrip-slide-23-g32c07fee1e_0_1"><path fill="#fff" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path><g 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Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="156.43201065063477">In</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="199.2480125427246">Hadoop</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="340.0320129394531">Mapreduce?</text></g></g></g></g></g></g></g></g></g></g><g id="filmstrip-slide-23-g32c07fee1e_0_3"><g><g><path d="M 12468 50653 L 353292 50653 353292 182760.99999999997 12468 182760.99999999997 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,54310)"><g pointer-events="none"><g id="filmstrip-slide-23-g32c07fee1e_0_3-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 23.04)"><text style="font-family:'docs-Open Sans';font-size:24px;fill:#CE93D8;white-space:pre;" text-rendering="geometricPrecision">https://github.com/himank/K-Means/blob/master/src/KMeans.java</text></g><g class="sketchy-text-content-decoration" transform="translate(0 23.04)"><rect x="0" y="1.56" width="743.2100219726562" height="2.16" fill="#CE93D8"></rect></g></g></g></g></g></g></g></g></g></g></g></g></svg></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 2666)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4" fill="#fdf7e6"></rect><text class="punch-filmstrip-thumbnail-pagenumber punch-filmstrip-selected-thumbnail-pagenumber" text-anchor="end" x="31" y="16">25</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4" style="stroke: rgb(154, 160, 166); stroke-width: 4px;"></rect><g transform="translate(45 8)"><title></title><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal;" width="164px" height="93px" viewBox="0 0 362810.3225806452 205740.00000000003"><rect fill="#ffffff" fill-opacity="0" width="100%" height="100%"></rect><g transform="translate(0 0) scale(1)"><defs cursor="default"></defs><g id="filmstrip-slide-24-g32ae6d01b8_0_118"><path fill="#fff" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path><g id="filmstrip-slide-24-g32ae6d01b8_0_118-bg"><g><g><path fill="#FFFFFF" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path></g></g></g><g id="filmstrip-slide-24-g32948bb1c7_2_807"><g><g><path fill="#4DB6AC" fill-opacity="1" d="M -3 201828 L 365757 201828 365757 205740 -3 205740 Z"></path></g></g></g><g id="filmstrip-slide-24-g32ae6d01b8_0_119"><g><g><path d="M 12468 88722 L 353292 88722 353292 117018 12468 117018 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,92379)"><g pointer-events="none"><g id="filmstrip-slide-24-g32ae6d01b8_0_119-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 46.08)"><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="271.04516157015104">Spark</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="377.07716306551237">Kmean</text><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision" x="504.9011643777682">Demo</text></g></g></g></g></g></g></g></g></g></g></g></g></svg></g><rect stroke-width="2" class="punch-filmstrip-thumbnail-border-inner" x="44" y="7" width="166" height="95" rx="4" ry="4"></rect><rect x="45" y="8" width="164" height="93" class="punch-filmstrip-thumbnail-drag-overlay"></rect></g><g class="punch-filmstrip-thumbnail" transform="translate(0 2777)"><rect class="punch-filmstrip-thumbnail-background" x="-4" y="0" width="221" height="109" rx="4" ry="4"></rect><text class="punch-filmstrip-thumbnail-pagenumber" text-anchor="end" x="31" y="16">26</text><rect class="punch-filmstrip-thumbnail-border" x="43" y="6" width="168" height="97" rx="4" ry="4"></rect><g transform="translate(45 8)"><title></title><svg version="1.1" fill-rule="evenodd" fill="none" stroke="none" stroke-linecap="square" stroke-miterlimit="10" overflow="hidden" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg" xlink="http://www.w3.org/1999/xlink" style="line-height: normal;" width="164px" height="93px" viewBox="0 0 362810.3225806452 205740.00000000003"><rect fill="#ffffff" fill-opacity="0" width="100%" height="100%"></rect><g transform="translate(0 0) scale(1)"><defs cursor="default"></defs><g id="filmstrip-slide-25-g3294f4fc89_0_8"><path fill="#fff" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path><g id="filmstrip-slide-25-g3294f4fc89_0_8-bg"><g><g><path fill="#FFFFFF" fill-opacity="1" d="M 0 0 L 365760 0 365760 205740 0 205740 Z"></path></g></g></g><g id="filmstrip-slide-25-g32948bb1c7_2_807"><g><g><path fill="#4DB6AC" fill-opacity="1" d="M -3 201828 L 365757 201828 365757 205740 -3 205740 Z"></path></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_9"><g><g><path d="M 12468 17801 L 353292 17801 353292 46097 12468 46097 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,21458)"><g pointer-events="none"><g id="filmstrip-slide-25-g3294f4fc89_0_9-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 46.08)"><text style="font-family:'docs-PT Sans Narrow';font-size:48px;fill:#EF6C00;font-weight:700;white-space:pre;" text-rendering="geometricPrecision">Reference</text></g></g></g></g></g></g></g></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_10"><g><g><path d="M 12468 50653 L 353292 50653 353292 182760.99999999997 12468 182760.99999999997 Z"></path></g><g><g direction="ltr"><g transform="matrix(381,0,0,380.99999999999994,16125,54310)"><g pointer-events="none"><g id="filmstrip-slide-25-g3294f4fc89_0_10-paragraph-0"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 23.04)"><text style="font-family:'docs-Open Sans';font-size:24px;fill:#CE93D8;white-space:pre;" text-rendering="geometricPrecision">https://spark.apache.org/docs/2.2.0/api/python/index.html</text></g><g class="sketchy-text-content-decoration" transform="translate(0 23.04)"><rect x="0" y="1.56" width="657.0540161132812" height="2.16" fill="#CE93D8"></rect></g></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_10-paragraph-1" transform="translate(0, 54)"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 23.04)"><text style="font-family:'docs-Open Sans';font-size:24px;fill:#CE93D8;white-space:pre;" text-rendering="geometricPrecision">https://intellipaat.com/tutorial/spark-tutorial/</text></g><g class="sketchy-text-content-decoration" transform="translate(0 23.04)"><rect x="0" y="1.56" width="506.2440185546875" height="2.16" fill="#CE93D8"></rect></g></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_10-paragraph-2" transform="translate(0, 108)"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"><g class="sketchy-text-content-text" transform="translate(0 23.04)"><text style="font-family:'docs-Open Sans';font-size:24px;fill:#CE93D8;white-space:pre;" text-rendering="geometricPrecision">https://intellipaat.com/tutorial/mapreduce-tutorial/</text></g><g class="sketchy-text-content-decoration" transform="translate(0 23.04)"><rect x="0" y="1.56" width="572.2640380859375" height="2.16" fill="#CE93D8"></rect></g></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_10-paragraph-3" transform="translate(0, 162)"><g><g class="sketchy-text-background" visibility="visible"></g><g></g><g class="sketchy-text-content" visibility="visible"></g></g></g><g id="filmstrip-slide-25-g3294f4fc89_0_10-paragraph-4" 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in 15min\n4 in 20min or less\n5,6 rest of the class"]]; DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32ba1deabc_0_5",2,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32ba1deabc_0_6",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32ba1deabc_0_5"],[15,"g32ba1deabc_0_6",null,0,"Setup"],[3,"g32ba1deabc_0_7",108,[2.8402,0.0,0.0,1.1009,12468.0,50653.0],[55,0,54,1],"g32ba1deabc_0_5"],[15,"g32ba1deabc_0_7",null,0,"docker pull 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MapReduce\n"],[17,"g32948bb1c7_2_304",null,25,26,[],[19,[null,1],22,11.0,33,0,32,"#FFFFFF00",57,400,26,0,25,0,23,0,24,0,21,"Arial",18,0,31,0],[],1],[17,"g32948bb1c7_2_304",null,0,26,[],[56,400,50,""],[],1],[22,"g32948bb1c7_2_311",[5546,15240,15240,15240,15240,15240,15240],[96520,96520,96520],[1.0,0.0,0.0,1.0,38100.0,49530.0],[],"g32948bb1c7_2_303"],[29,"g32948bb1c7_2_311",[0,0,1,1],[],[14,1,16,1.0,15,[null,4],60,0]],[15,"g32948bb1c7_2_311",[0,0],0,"Criteria"],[17,"g32948bb1c7_2_311",[0,0],0,8,[],[0,1,56,400,50,""],[],1],[15,"g32948bb1c7_2_311",[0,1],0,"Spark"],[17,"g32948bb1c7_2_311",[0,1],0,5,[],[0,1,56,400,50,""],[],1],[15,"g32948bb1c7_2_311",[0,2],0,"Hadoop MapReduce"],[17,"g32948bb1c7_2_311",[0,2],0,16,[],[0,1,56,400,50,""],[],1],[29,"g32948bb1c7_2_311",[1,0,1,1],[],[14,1,16,1.0,15,[null,4],60,0]],[15,"g32948bb1c7_2_311",[1,0],0,"Processing 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DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32ae6d01b8_0_122",5,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32ae6d01b8_0_123",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32ae6d01b8_0_122"],[15,"g32ae6d01b8_0_123",null,0,"Hadoop \u0026 Zookeeper 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java\n"],[17,"g32ae6d01b8_0_88",null,0,34,[],[56,400,50,""],[],1],[3,"g32ae6d01b8_0_89",108,[2.8402,0.0,0.0,1.1009,12468.0,50653.0],[55,0,54,1],"g32ae6d01b8_0_87"],[3,"g32ae6d01b8_0_95",3,[242.9892,0.0,0.0,242.9878,12468.1034,46097.0022],[8,479,9,657,22,381,49,"1y9vJOwlvzAogyANcBxRUqDSGg5qYZ1DqldsZX8OHAA",15,[null,4],19,[null,3]],"g32ae6d01b8_0_87"],[3,"g32ae6d01b8_0_90",158,[2.032,0.0,0.0,1.143,15252.0,27432.0],[55,0,54,16],"g32ae6d01b8_0_87:notes"],[3,"g32ae6d01b8_0_91",108,[1.8288,0.0,0.0,1.3716,27432.0,173736.0],[55,1,54,1],"g32ae6d01b8_0_87:notes"],[15,"g32ae6d01b8_0_91",null,0,"https://www.cloudera.com/documentation/other/tutorial/CDH5/topics/ht_wordcount1_source.html#topic_5_1\nhttps://hadoop.apache.org/docs/stable/hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html\n\n"],[17,"g32ae6d01b8_0_91",null,0,101,[],[8,"https://www.cloudera.com/documentation/other/tutorial/CDH5/topics/ht_wordcount1_source.html#topic_5_1"],[],1],[17,"g32ae6d01b8_0_91",null,102,215,[],[8,"https://hadoop.apache.org/docs/stable/hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html"],[],1],[17,"g32ae6d01b8_0_91",null,0,101,[],[4,[null,11],56,400,50,"",2,1],[],1],[17,"g32ae6d01b8_0_91",null,101,102,[],[56,400,50,""],[],1],[17,"g32ae6d01b8_0_91",null,102,215,[],[4,[null,11],56,400,50,"",2,1],[],1],[17,"g32ae6d01b8_0_91",null,215,217,[],[56,400,50,""],[],1]]; DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32948bb1c7_2_57",7,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32948bb1c7_2_58",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32948bb1c7_2_57"],[15,"g32948bb1c7_2_58",null,0,"Map"],[17,"g32948bb1c7_2_58",null,3,4,[],[18,0],[],1],[17,"g32948bb1c7_2_58",null,3,4,[],[30,0],[],1],[17,"g32948bb1c7_2_58",null,0,4,[],[56,400],[],1],[3,"g32ae6d01b8_0_35",3,[380.4278,0.0,0.0,380.4278,16525.0,48659.0],[8,540,9,285,22,381,49,"1dejBfRAQu9eCfjboQRsH9U4mEWmurRTwi3G5NH02Tw",15,[null,4],19,[null,3]],"g32948bb1c7_2_57"],[3,"g32ae6d01b8_0_37",108,[1.0584,0.0,0.0,0.9578,227411.0,48829.0],[44,0],"g32948bb1c7_2_57"],[15,"g32ae6d01b8_0_37",null,0,"\n\n\n\n\n\n\n\n\n\n\n\n*text files are automatically broken down into lines by Hadoop"],[17,"g32ae6d01b8_0_37",null,0,1,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,0,1,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,1,2,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,1,2,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,2,3,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,2,3,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,3,4,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,3,4,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,4,5,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,4,5,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,5,6,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,5,6,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,6,7,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,6,7,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,7,8,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,7,8,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,8,9,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,8,9,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,9,10,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,9,10,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,10,11,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,10,11,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,11,12,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,11,12,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,74,75,[],[18,0],[],1],[17,"g32ae6d01b8_0_37",null,74,75,[],[30,0],[],1],[17,"g32ae6d01b8_0_37",null,0,12,[],[56,400],[],1],[17,"g32ae6d01b8_0_37",null,12,75,[],[6,10.0,56,400],[],1],[3,"g32948bb1c7_2_60",158,[2.032,0.0,0.0,1.143,15252.0,27432.0],[55,0,54,16],"g32948bb1c7_2_57:notes"],[3,"g32948bb1c7_2_61",108,[1.8288,0.0,0.0,1.3716,27432.0,173736.0],[55,1,54,1],"g32948bb1c7_2_57:notes"],[15,"g32948bb1c7_2_61",null,0,"Outputs a datagram for each word that is a ( String, int ) tuple, of the form ( \"some-word\", 1), since each tuple corresponds to the first occurrence of each word, so the initial frequency for each word is 1\n\nMapper, Reducer classes also provide Setup, Cleanup and Run\n\nThe right level of parallelism for maps seems to be around 10-100 maps per-node, although it has been set up to 300 maps for very cpu-light map tasks. Task setup takes a while, so it is best if the maps take at least a minute to execute.\nThus, if you expect 10TB of input data and have a blocksize of 128MB, you’ll end up with 82,000 maps,"],[17,"g32948bb1c7_2_61",null,609,610,[],[18,0],[],1],[17,"g32948bb1c7_2_61",null,609,610,[],[30,0],[],1],[17,"g32948bb1c7_2_61",null,0,270,[],[56,400],[],1],[17,"g32948bb1c7_2_61",null,270,609,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_61",null,609,610,[],[56,400],[],1]]; DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32948bb1c7_2_67",8,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32948bb1c7_2_68",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32948bb1c7_2_67"],[15,"g32948bb1c7_2_68",null,0,"Reduce"],[17,"g32948bb1c7_2_68",null,6,7,[],[18,0],[],1],[17,"g32948bb1c7_2_68",null,6,7,[],[30,0],[],1],[17,"g32948bb1c7_2_68",null,0,7,[],[56,400],[],1],[3,"g32ae6d01b8_0_36",3,[381.0,0.0,0.0,381.0,12468.0,51644.0],[8,546,9,286,22,381,49,"1vZJ_QsCLug0sYDuymvo0aTpoi9cKPUaMSzdEYNH1GA",15,[null,4],19,[null,3]],"g32948bb1c7_2_67"],[3,"g32948bb1c7_2_70",158,[2.032,0.0,0.0,1.143,15252.0,27432.0],[55,0,54,16],"g32948bb1c7_2_67:notes"],[3,"g32948bb1c7_2_71",108,[1.8288,0.0,0.0,1.3716,27432.0,173736.0],[55,1,54,1],"g32948bb1c7_2_67:notes"],[15,"g32948bb1c7_2_71",null,0,"The reduce section gets collections of datagrams of the form [( word, n1 ), (word, n2)...] where all the words are the same, but with different numbers. These collections are the result of a sorting process that is integral to Hadoop and which gathers all the datagrams with the same word together. The reduce process gathers the datagrams inside a datanode, and also gathers datagrams from the different datanodes into a final collection of datagrams where all the words are now unique, with their total frequency (number of occurrences). \nThe right number of reduces seems to be 0.95 or 1.75 multiplied by (\u003cno. of nodes\u003e * \u003cno. of maximum containers per node\u003e)."],[17,"g32948bb1c7_2_71",null,664,665,[],[18,0],[],1],[17,"g32948bb1c7_2_71",null,664,665,[],[30,0],[],1],[17,"g32948bb1c7_2_71",null,0,541,[],[56,400],[],1],[17,"g32948bb1c7_2_71",null,541,610,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_71",null,610,622,[],[56,400,50,"",1,1],[],1],[17,"g32948bb1c7_2_71",null,622,627,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_71",null,627,661,[],[56,400,50,"",1,1],[],1],[17,"g32948bb1c7_2_71",null,661,664,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_71",null,664,665,[],[56,400],[],1]]; DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32ae6d01b8_0_96",9,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32ae6d01b8_0_97",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32ae6d01b8_0_96"],[15,"g32ae6d01b8_0_97",null,0,"Hadoop Word Count example in 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DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32ae6d01b8_0_113",10,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32ae6d01b8_0_114",108,[2.8402,0.0,0.0,0.2358,12468.0,88722.0],[55,0,54,15],"g32ae6d01b8_0_113"],[15,"g32ae6d01b8_0_114",null,0,"Hadoop WordCount 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[[12,"g32948bb1c7_2_62",11,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32948bb1c7_2_63",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32948bb1c7_2_62"],[15,"g32948bb1c7_2_63",null,0,"Setup"],[17,"g32948bb1c7_2_63",null,5,6,[],[18,0],[],1],[17,"g32948bb1c7_2_63",null,5,6,[],[30,0],[],1],[17,"g32948bb1c7_2_63",null,5,6,[],[56,400],[],1],[3,"g32948bb1c7_2_64",108,[2.8402,0.0,0.0,1.1009,12468.0,50653.0],[55,0,54,1],"g32948bb1c7_2_62"],[15,"g32948bb1c7_2_64",null,0,"Github: https://github.com/ConnorFoody/spark-hadoop-tutorial\nRun docker: docker run -it -p 8088:8088 -p 8042:8042 -p 4040:4040 -h sandbox cfoody/spark-hadoop-tutorial bash\n\n\n\n\n"],[17,"g32948bb1c7_2_64",null,176,177,[],[18,0],[],1],[17,"g32948bb1c7_2_64",null,176,177,[],[30,0],[],1],[17,"g32948bb1c7_2_64",null,0,176,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_64",null,176,177,[],[56,400],[],1],[3,"g32948bb1c7_2_65",158,[2.032,0.0,0.0,1.143,15252.0,27432.0],[55,0,54,16],"g32948bb1c7_2_62:notes"],[3,"g32948bb1c7_2_66",108,[1.8288,0.0,0.0,1.3716,27432.0,173736.0],[55,1,54,1],"g32948bb1c7_2_62:notes"],[15,"g32948bb1c7_2_66",null,0,"http://www.atmos.albany.edu/daes/atmclasses/atm350/vi_cheat_sheet.pdf"],[17,"g32948bb1c7_2_66",null,69,70,[],[18,0],[],1],[17,"g32948bb1c7_2_66",null,69,70,[],[30,0],[],1],[17,"g32948bb1c7_2_66",null,0,69,[],[56,400,50,""],[],1],[17,"g32948bb1c7_2_66",null,69,70,[],[56,400],[],1]]; DOCS_modelChunkLoadStart = new Date().getTime(); _getTimingInstance().incrementTime('mp', DOCS_modelChunkLoadStart - DOCS_modelChunkParseStart); DOCS_warmStartDocumentLoader.loadModelChunk(DOCS_modelChunk); DOCS_modelChunk = undefined;</script><script type="text/javascript" nonce="">DOCS_modelChunkParseStart = new Date().getTime();</script><script type="text/javascript" nonce="">DOCS_modelChunk = [[12,"g32bb2f9a5d_0_0",12,0,[1,"g32948bb1c7_2_786",2,"TITLE_AND_BODY"]],[3,"g32bb2f9a5d_0_1",108,[2.8402,0.0,0.0,0.2358,12468.0,17801.0],[55,0,54,15],"g32bb2f9a5d_0_0"],[15,"g32bb2f9a5d_0_1",null,0,"Hadoop Lab"],[3,"g32bb2f9a5d_0_2",108,[2.8402,0.0,0.0,1.1009,12468.0,50653.0],[55,0,54,1],"g32bb2f9a5d_0_0"],[15,"g32bb2f9a5d_0_2",null,0,"See README in /usr/local/tutorial \nCount total number of words that are alphanumeric words that are longer than 4 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class="goog-menuitem-mnemonic-hint">a</span>buse</span></div></div><div class="goog-menuseparator" style="user-select: none;" aria-disabled="true" role="separator" id=":1g"></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":1h"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-article-document"></div></div><span aria-label="Privacy Policy p" class="goog-menuitem-label"><span class="goog-menuitem-mnemonic-hint">P</span>rivacy Policy</span></div></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":1i"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-article-document"></div></div><span aria-label="Terms of Service s" class="goog-menuitem-label">Term<span class="goog-menuitem-mnemonic-hint">s</span> of Service</span></div></div><div class="goog-menuseparator" style="user-select: none;" aria-disabled="true" role="separator" id=":1j"></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":1k"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-keyboard"></div></div><span aria-label="Keyboard shortcuts k" class="goog-menuitem-label"><span class="goog-menuitem-mnemonic-hint">K</span>eyboard shortcuts</span><span class="goog-menuitem-accel" aria-label="⌘slash">⌘/</span></div></div></div><div class="goog-menu goog-menu-vertical docs-material goog-menu-noaccel approval-diff-selector-menu" style="display: none; user-select: none;" role="menu" aria-haspopup="true"><div class="goog-menuitem goog-menuitem-disabled apps-menuitem" role="menuitem" aria-disabled="true" style="user-select: none;" id=":2a"><div class="goog-menuitem-content"><span class="goog-menuitem-label">Since you last viewed</span></div></div><div class="goog-menuitem goog-menuitem-disabled apps-menuitem" role="menuitem" aria-disabled="true" style="user-select: none;" id=":2b"><div class="goog-menuitem-content"><span class="goog-menuitem-label">Since you last approved</span></div></div><div class="goog-menuitem goog-menuitem-disabled apps-menuitem" role="menuitem" aria-disabled="true" style="user-select: none;" id=":2c"><div class="goog-menuitem-content"><span class="goog-menuitem-label">Since approval started</span></div></div></div><div class="goog-menu goog-menu-vertical docs-material punch-present-menu" style="display: none; user-select: none;" role="menu" aria-haspopup="true"><div class="punch-qanda-presenter-view-menu-item-content apps-menuitem goog-menuitem" role="menuitem" style="user-select: none;" id=":2f"><div class="goog-menuitem-content"><div class="punch-qanda-presenter-view-menu-item-text"><div class="punch-qanda-presenter-view-menu-item-title">Presenter view</div><div class="punch-qanda-presenter-view-menu-item-description">Start slideshow with audience Q&amp;A and view speaker notes</div></div><div class="docs-icon goog-inline-block goog-menuitem-icon"><div class="docs-icon-img-container docs-icon-img docs-icon-qanda" aria-hidden="true">&nbsp;</div></div></div></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":2g"><div class="goog-menuitem-content"><span class="goog-menuitem-label">Start from beginning</span><span class="goog-menuitem-accel" aria-label="⌘+Shift+Enter">⌘+Shift+Enter</span></div></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2h" aria-hidden="true"></div><div class="goog-menuitem goog-menuitem-disabled apps-menuitem" role="menuitem" aria-hidden="true" aria-disabled="true" style="user-select: none; display: none;" id=":2i"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-cast"></div></div><span class="goog-menuitem-label">Present on another screen</span></div></div></div><div class="goog-menu goog-menu-vertical docs-material ia-menu ia-primary-menu ia-has-icon goog-menu-noaccel goog-menu-noicon apps-menu-hide-mnemonics" style="display: none; user-select: none;" tabindex="-1" role="menu" aria-haspopup="true"><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2k" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2l" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2m" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2n" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2o" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2p" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2q" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2r" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2s" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2t" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2u" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2v" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2w" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2x" aria-hidden="true"></div><div class="goog-menuseparator" style="user-select: none; display: none;" aria-disabled="true" role="separator" id=":2y" aria-hidden="true"></div></div><div class="goog-menu goog-menu-vertical docs-material apps-menu-hide-mnemonics" style="display: none; user-select: none;" role="menu" aria-haspopup="true"><div class="goog-menuitem goog-menuitem-disabled apps-menuitem goog-submenu" role="menuitem" aria-disabled="true" style="user-select: none;" aria-haspopup="true" id=":30"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-brand-awareness"></div></div><span aria-label="Verbalise to screen reader s" class="goog-menuitem-label">Verbali<span class="goog-menuitem-mnemonic-hint">s</span>e to screen reader</span><span class="goog-submenu-arrow">►</span></div></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":31"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-place-item"></div></div><span aria-label="Go to filmstrip f" class="goog-menuitem-label">Go to <span class="goog-menuitem-mnemonic-hint">f</span>ilmstrip</span><span class="goog-menuitem-accel" aria-label="⌘+Option+Shift+F">⌘+Option+Shift+F</span></div></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":32"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-input"></div></div><span aria-label="Go to canvas v" class="goog-menuitem-label">Go to can<span class="goog-menuitem-mnemonic-hint">v</span>as</span><span class="goog-menuitem-accel" aria-label="⌘+Option+Shift+C">⌘+Option+Shift+C</span></div></div><div class="goog-menuitem apps-menuitem" role="menuitem" style="user-select: none;" id=":33"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-speaker-notes"></div></div><span aria-label="Go to speaker notes n" class="goog-menuitem-label">Go to speaker <span class="goog-menuitem-mnemonic-hint">n</span>otes</span><span class="goog-menuitem-accel" aria-label="⌘+Option+Shift+S">⌘+Option+Shift+S</span></div></div><div class="goog-menuitem goog-menuitem-disabled apps-menuitem goog-submenu" role="menuitem" aria-disabled="true" style="user-select: none;" aria-haspopup="true" id=":34"><div class="goog-menuitem-content"><div class="docs-icon goog-inline-block goog-menuitem-icon" aria-hidden="true"><div class="docs-icon-img-container docs-icon-img docs-icon-editors-ia-comment-lines"></div></div><span aria-label="Comments c" class="goog-menuitem-label"><span class="goog-menuitem-mnemonic-hint">C</span>omments</span><span class="goog-submenu-arrow">►</span></div></div><div class="goog-menuitem goog-menuitem-disabled apps-menuitem goog-submenu" role="menuitem" aria-disabled="true" style="user-select: none;" aria-haspopup="true" id=":35"><div 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