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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple><div class=WordSection1><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>Hi Travis,<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>Very Strange. I am on version 1.6.2 </span><span style='font-size:10.0pt;font-family:Wingdings;color:#1F497D'>L</span><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>What could I be missing. I started using numpy quite recently. Is there a way to share the data with you?<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>Regards,<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'><o:p> </o:p></span></p><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>Alok Jadhav<o:p></o:p></span></p><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>GAT IT Hong Kong<o:p></o:p></span></p><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'>+852 2101 6274 (*852 6274)<o:p></o:p></span></p></div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif";color:#1F497D'><o:p> </o:p></span></p><div><div style='border:none;border-top:solid #B5C4DF 1.0pt;padding:3.0pt 0in 0in 0in'><p class=MsoNormal><b><span style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'>From:</span></b><span style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'> numpy-discussion-bounces@scipy.org [mailto:numpy-discussion-bounces@scipy.org] <b>On Behalf Of </b>Travis Oliphant<br><b>Sent:</b> Tuesday, September 11, 2012 11:58 AM<br><b>To:</b> Discussion of Numerical Python<br><b>Subject:</b> Re: [Numpy-discussion] numpy sort is not working<o:p></o:p></span></p></div></div><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Hey Alok, <o:p></o:p></p><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>This is worth taking a look.   What version of NumPy are you using?  <o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>It is not related directly to the issue you referenced as that was an endian-ness issue and your data is native-order.   <o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>Your example seems to work for me (with a simulated case on 1.6.1)<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>Best,<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal>-Travis<o:p></o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p></div><div><p class=MsoNormal><o:p> </o:p></p><div><div><p class=MsoNormal>On Sep 10, 2012, at 10:46 PM, Jadhav, Alok wrote:<o:p></o:p></p></div><p class=MsoNormal><br><br><o:p></o:p></p><div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Hi everyone,</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>I have a numpy array of dimensions</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>>>></span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>allRics</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>shape </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'><br><span class=pun1>(</span></span><span class=lit1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>583760</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=lit1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>1</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>)</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>To sort the array, I set the dtype of the array as follows:</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>allRics</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>dtype</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>=</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>[(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'idx'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'opened'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'time'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=apple-converted-space><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'trdp1'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'trdp0'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'dt'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>),(</span></span><span class=str1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:maroon;background:#EEEEEE'>'value'</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>,</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>np</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>.</span></span><span class=kwd1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:darkblue;background:#EEEEEE'>float</span></span><span class=pun1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'>)]</span></span><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>>>> allRics<span style='color:blue'>.</span>dtype</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>dtype([('idx', '<f8'), ('opened', '<f8'), ('time', '<f8'), ('trdp1', '<f8'), ('trdp0', '<f8'), ('dt', '<f8'), ('value', '<f8')])</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>I checked and the endianness in dtype is correct.</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>When I sort the array, the output array of sort is same as original array without any change. I want to sort the allRics numpy array on ‘time’. I do the following.</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>>>> x<span style='color:teal'>=</span>np<span style='color:blue'>.</span>sort<span style='color:teal'>(</span>allRics<span style='color:teal'>,</span>order<span style='color:teal'>=</span><span style='color:#A31515'>'time'</span><span style='color:teal'>)</span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>>>> x<span style='color:teal'>[</span>17330<span style='color:teal'>:</span>17350<span style='color:teal'>][</span><span style='color:#A31515'>'time'</span><span style='color:teal'>]</span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>array([[ 61184.4  ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61188.51 ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61188.979],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61188.979],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61189.989],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61191.66 ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61194.35 ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61194.35 ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61198.79 ],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 61198.145],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.217],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.217],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.218],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.218],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.219],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.271],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.271],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.271],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.293],</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'>       [ 36126.293]])</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:9.5pt;font-family:Consolas'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Time column doesn’t change its order. Could someone please advise what is missing here? Is this related to the bug</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'><a href="http://www.mail-archive.com/numpy-discussion@scipy.org/msg23060.html">http://www.mail-archive.com/numpy-discussion@scipy.org/msg23060.html</a>  (from 2010).</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Regards,</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Alok</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span class=pln1><span style='font-size:11.0pt;font-family:"Calibri","sans-serif";color:black;background:#EEEEEE'> </span></span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span style='font-size:10.0pt;font-family:"Arial","sans-serif"'> </span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Alok Jadhav</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><b><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'>CREDIT SUISSE AG</span></b><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'>GAT IT Hong Kong, KVAG 67</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'>International Commerce Centre | Hong Kong | Hong Kong</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'>Phone +852 2101 6274 | Mobile +852 9169 7172</span><span style='font-size:11.0pt;font-family:"Calibri","sans-serif"'><o:p></o:p></span></p></div><div><p class=MsoNormal><span lang=DE-CH style='font-size:10.0pt;font-family:"Arial","sans-serif"'><a href="mailto:alok.jadhav@credit-suisse.com">alok.jadhav@credit-suisse.com</a><span class=apple-converted-space> </span>|<span class=apple-co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