Commit 80c86a838eea5e6cfdea37c3911cafae7c6b2f2f

Authored by Rémi Emonet
1 parent 7d750e0bae
Exists in master

add tp4

Showing 3 changed files with 4 additions and 4 deletions

... ... @@ -80,6 +80,8 @@
80 80 <a class="tile" href="raw/correction-tp2.zip">Correction<br/>TP 2</a>
81 81 <a class="tile" href="tp3.pdf">TP 3 <br/> assertions, numpy</a>
82 82 <a class="tile" href="raw/fichiers-tp3.zip">TP 3<br/>fichiers</a>
  83 + <a class="tile" href="tp4.pdf">TP 4 <br/> numpy, aggrégations</a>
  84 + <a class="tile" href="raw/fichiers-tp4.zip">TP 4<br/>fichiers</a>
83 85  
84 86 <!--
85 87 <a class="tile" href="tp0.pdf">TP 0 <br/> (shell)</a>
... ... @@ -155,8 +157,6 @@
155 157 e.setAttribute("target", "_blank");
156 158 });
157 159 </script>
158   -
159   -
160 160  
161 161 <!-- clicky Cla -->
162 162 <script type="text/javascript">
outils-python/qtido.py View file @ 80c86a8
1   -# date: 2017-03-13T15:14+01:00
  1 +# date: 2017-10-10T13:56+02:00
2 2 import zlib, base64
3   -exec(zlib.decompress(base64.b64decode(b'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')))
  3 +exec(zlib.decompress(base64.b64decode(b'eJzdG8uS28bxzq9AfCGwO4TIteXEpOCSrFrZrsjyalexD5st1hAYksiCADwA+LCiqlzzJ0nlkso1N/uar8iXpLtnBi+C3F0p5YMtkxzMdPf0dPf0dPdgw1WayNzKdpnFM2sKv+yHQhSCnqjVm8tkZc2L2M+TJMqsUGFsJE8VDrV6ujuMs1T4OQ3oNouLVbqjnjjtwWcKHTMhM+8aHtwwzj8+Y7r16SfUmkcJN73U/vSTm14ud2Pi5WL3Ov/E8PE6/7II2ev8eSLF5FmaRqHP8zCJPRpwX9e6Jt+HwULkaqQntr5I84ri4y6K8KOQshZt3XuAvh7tBWJuZUsuhT13xnOXmoH3RhZiIkVeyNia96abMA6SjRfx1Szg1nocZiC4nMe+sNfshYhFLoVjwNzp1F8K/zbmKzGden093u9NgVweiQNk3sDCCqSioNpU1HCf+J2mCSgiCrPcXjvjnoVi71nWPJFWBOoFyvBEjwIfI3q0wrmV71JhC8eKEzQD6xqoMFIeO6kp/WasV/6CR5noKdRIxHbk/MY7aw/qR5RYz9Iaa4BU3LbXhH3CCoRFEFm/BwxU0iFm184xRhGhTRRAHxEokRuOHkTQ4nFgDZ946yfeSKF3kBdyzSPresis0Y1SCEHYJzhBhgrBvkD4CdoUiIjLBW4zz2w3FyxP9wHEBKB5EeWw2W5Q0nrENd1WmFmvklhYAqS5NzqBjikyl3lmCH9h1qdq28MM8EBmXszsExxkJye3G2wQd1ae8CDwUMFqAQNs0nBN92Y+53OP4MfwgY2CYKd5kUaihLgeKIAbQkema7DGMENGFihAxkLyXNil7KopCct54oVPqqfTBi/jVII+7P755eX5Hy6tsRXwOLN++of1do4ieWf99G8GpKyUS776+W+wC634p3++DUfvLDtOVquf/07AqQF2LJHl1orHPxQ8zv/zV/ePcd8Fdlc8t4miNwd7UKbAQi9k4cgLT0eMCHilJq7DG9ZQi2phn9KS40z8JM7DuKDtBdsm9VDFZvWloYQZeXXwXHauhYPjuH9zJRGYyxkjfmt3KbqR2fQl7G+8vASvQQIc9KKpIW3k5eGyzUrhxv/9y784jGQIgPNbPM9FHBSEDxPB2kSAJEDYYQVFysAWDdmwzUQhVS+0SUMfoBKk4RlBMJrHawrnuNaYYdyDhkPWbY6I9r6q/CJsup5po0sgf5FyciP2PIwi4y9033SqnUbn9s1ENGdde5iwzYF6ock7E+p2Z2IRxoTrzrh/OyvmcyHNYCbyS1CNkF+hupsU3GdgpDwKORxUC4OQSzCECPes+5i5j42TIPI0htppWFK+ZfmOZVuW7Zj0moB7RAm4ZM4HE7AJ03TJJEcwSfMSrdSjEc0HynSs+gWGARgjuK9z91VyIeKJEoIssqXiw0+iRFaSABDb4NYE9AUi2BVu5dlqEynBGQJEmFEzy2VyKyDgyJfOganILXZqVyOAhkCderko1Ek5c/Wk1mUcidEJaZKDE1lrdqWY8vk8BGchDc1GFyCDrXWFQnVjLu2150c8yywVoGhjnoIHC3OwZVoSGDTNMvfmarqtEv7c3Tw6Uz0707M0PdwbqgaEVLHiQoOI+Zz7ilHcvoE54UlyY3UW6yhKSRMAn9Jq4JcwbDh2HMVpTmxPF7wARMVuwDW/fOAF/G7cQCZhvod72oXbRMzyJCU0jUMr1XHVUUTYLb7Yw1Qh2F3c8jUFnIpbch46qAaPupxMtWq2k6lWyU6rDNZzgiBg2ZlNDcmDEHatsmLuaFPalYDgNLoBe5VxIuPaONwoXMTCnm7ZdKc2zlb97BxtYjqS7rSxDVuymqUzOJYEeETcDLRIorTxNorJpbectDeHV2urwY1KFlSq4L5Wv7ai7NRBcD+/CLciuAp/FDaw0hjNvLfv1LMfJRnYq8ra3Nf4bXbgkmdfCBE/VxBkBHqLw8EKXb8XuwwUkht4sQYmsk5SgLEOkyL7nod5zTvEYgtMwqG++JqyjvpYdSyUjizcrnhKa9HnD234c5zWpskh+uo6dGoLN84rkHyj6Q3ZkLUPIk2fhNOgX5OZmxYQiyjp9DtFRh6CEF3uYxZiG8K3YneBQtynrYRItBUmgNqOsyd4FyKEBkRF+VJEgrf41t63hoCxbpvoeG8WKVbJWnSwUuNz0MHGCpQt7l6i3b+4PL+66jNFYms7urUrW7MizyHWdJqkvwGu7qD8zbffnXcSblLqktY+scvzl+fPrrrpdTFa34mVlXpVs7FXKzvzqmYDomEwXuOpDVdfkNd6bsC2dOS1nvdhS6F7zcd9yAYPez1NP7VMNsZN+EmB4bU9YvDPGBrIDMyxkNOgwFMmzG0zxOMY4OW0jNyooFK6I3Mmd8YTh49pVTIpj2k0FAnRagaeRLtb8u4YiTPtVMbq+MCucltpR2tyFgidYvBzA1DIgEdS8GA3ALEEY+vtuzJ7QAJt88musffGU0+HTuH66mqHsJaxFGR4CPzUBPronJw2GSOzGom0ija1W32OcSS5zWHpmMihXkIqUrnTjfpZ3qGsrvBgOGJ735pDYyKkA8kWbMa4NzKOGTnzOticVMOUXSxmL2yNfCwS67A9dbLr+WphtLc5pJoDC6+JuBzRgfI+P6z10aSLPIzCrJs2MymON4JUBb6kN9ybr5EG1YyDDnuniwOjBiH9SIds/pb5gF7aC5rCeRSFaSZsfzuQMApfZyf0OWyC+5MEYQaxxAdOcngptZlUnEcTbUdsN2LbM7Y7a0z2MgSI+uBD5/B5IO+YgzaQGRxsRwNong128HsvsdUmk0CJx4voyIRVfjuArBk++3u5xopi5Miiq5oqmyVJpPlIk2hXE66qqjIIsVaCwiPjOrGGpgadJ95IV2t7WESArdUM5y6gi+oIEMZjcPIm0ZjXwxv4n1UPI6r3YW0vRbesB0bjmzEhR6BRRCYkDYzZOjLXhDhG3jhJcgXEG6KyWh59QHGHBbZIfv3ywppIS1qmjnGfbQXiNjkk5BBaWipjZjOesZwDfQE+EKM5Tz1NqvPsRVIVlqjdfyZDHvUZ1kG/+PpLbzSE/+r74Q1MY1cTDADo0dkge3TGoEWfqq7zDC3+pZjnf271ffdc4MKIrfda59QHAvKXXa5a6v0WrdZ3x7K7T0mqxkIYQ+YE1myKCVU1IA9Xors2tFmGkaD7Hkp0zPT4Xbtpg8Qm8U10mxEi3VNtljz36okdxnhIjLlD4xRrKR+CO5MZhHC3VHNT90spz7IjkUS5PHAJASS6SoOrbG99cbLxsOHiF2xbnSILDwZOV9mJOxyOjgnBwA8A/vPh+J6imNCUWSREaq/C2HYx6qpRAjNpMba31poPkwLLIFilxdikXDqmSWIlzOJzGS4WkN0r679DDsrVaJQyTa1qCgB+qKSwB9xrFErvSeVQZNbWb2uRd2u4Vnmq82Ku2Lq5HGhLqCHvsdykcA+5NM2rMeJV83XaHgXLaEvfyldFFMHa/SQOsjcJYusrPdhppmZbS6/LvdZEqe0sjaRryIQb8Uwn1LpX2X73QvVOeIBjmLQmqa/M7I7Dcznm+gEvG5qUSpWU57W1bw3HKmMGr9uHBgJyTNhxTRt0GmIveamIkPKyfJolhQxVSZTBWYK3n961KdBUFRBVWLkxkQhdV6mrUs+D42qsEennprp10hf9nkdXs3SrLSAqwECDQJv8+EkigySOhciafJlp9xh2xlO2ZTs288q7gWt4vjG7vWFG3fKLYLI8wTMvm/I0LXYwe1OE9IJDu0h28ExDHuk4M2fZfe2vrrBGSfHQTDSLhMmoGv0Bs9ULUh1OHvTbTkVrIQr/U1Lg/csMfkwWSnvnFdZKajkI83mKrDSrFMswwBNP1dHKEvcFBIVfqNKaxmKNeq4CB45D/xZOaB+NBlIXVdnprqm+ojKLwYT46EuRQMwhdx0JjzlrGwWgalGKhtNR0bqX7GqHphGev+SrdFqLarsliJPojKBDhhiInwdhdVHwUnfY/X5TfAbSxRmfLyFnfJgQS/wPEqOhcl9Blmk7HESHBdb0fKacVg7f0JoPaKqaxCehHFXMmkfF3bOBhCisVtDvax8/ggP7v5sH8vUrNY+D8rrbOpKLCDK0Nw8xksPaubeNVJM+wFCa1R9jK1kE+pbH7GT9TRh7Q/jhW++zzz7rtBZFpbSVK0W0yvG+SmQI68551LQdhefSKt7DdDQ6lmsR10ZWidH60PvblKLxPhbVKdU7NUtiOGBHYZy37Khbc/e2oe9osgP2o6fKijSVEHRONYkq38YK0O3eRUZjultlqnTvbNONduvWwnv77ogcxRbzIVhnuOILvVXiZDUNIP+HrAKCWGIErLh1+du6WbjHO0ZAA476xf6twNnjx44bcHlLKPPWvQGMMv2B7Hh7ZPBeF8rtF3dmizpieXFy9njIPh7uQddfGaKeRtUGfnsqv5q114nTQCdRQovA9ozs8PSs9eJP7W0hgGIjpzZ+tH6kc1tQOtZAWMBzUea55sEtGzHd9lHJRWNgClhkqITTvtU/BQA3zBJ9Iwayz7zfTuZJpWbFQJ/lmUP9yOBVvotE/W0xBHKveJxdCRnOWb33VVK+QtZeIpKr64W88GP2O134yt+z3KcqRoekPZco7J7Jdy3zmuNHsLuQz4GQMpEDSnEHGV/jLeIc093+23f9j8qrw+bucXr6BbyDEx4zvy5x/0LSHgEXww+rrvZfKCFYYzKnhlx6ZWYOfsEFaYq25Iz0z6XENz0DYWW8WIsFl9AMCkvD3VP69JJc76m6WsY3vPGjojpy91KA4bdeFDIVMfPKuk7qWlAlVX1hXSM4Ve9V2VXe+sZ09NC3r9C3B6G0zd8JgK+FU3SJO5LnednPMJ4AcUEKSt0Iw/rqJby+M44SHxi1nevVjYdDTdr6jwfapFX3QylDNu7VUlgb/+QEXypfO73/AVWcuI8=')))
4 4 # Created by pyminifier (https://github.com/liftoff/pyminifier)

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