2022-2023/templates/.ipynb_checkpoints/tpl_evaluation-checkpoint.ipynb

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       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
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       "/*!\n",
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       " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n",
       " * @license   Licensed under MIT license\n",
       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
       " * @version   v4.2.8+1e68dce6\n",
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       " * @license  MIT\n",
       " */\n",
       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],440:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],441:[function(t,e,r){\"use strict\";e.exports=i,e.exports.isMobile=i,e.exports.default=i;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,a=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function i(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?a.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],442:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],443:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],444:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e,r=t.length,n=0;n<r;n++)if(((e=t.charCodeAt(n))<9||e>13)&&32!==e&&133!==e&&160!==e&&5760!==e&&6158!==e&&(e<8192||e>8205)&&8232!==e&&8233!==e&&8239!==e&&8287!==e&&8288!==e&&12288!==e&&65279!==e)return!1;return!0}},{}],445:[function(t,e,r){\"use strict\";e.exports=function(t){return\"string\"==typeof t&&(t=t.trim(),!!(/^[mzlhvcsqta]\\s*[-+.0-9][^mlhvzcsqta]+/i.test(t)&&/[\\dz]$/i.test(t)&&t.length>4))}},{}],446:[function(t,e,r){e.exports=function(t,e,r){return t*(1-r)+e*r}},{}],447:[function(t,e,r){!function(t,n){\"object\"==typeof r&&\"undefined\"!=typeof e?e.exports=n():(t=t||self).mapboxgl=n()}(this,(function(){\"use strict\";var t,e,r;function n(n,a){if(t)if(e){var i=\"var sharedChunk = {}; (\"+t+\")(sharedChunk); (\"+e+\")(sharedChunk);\",o={};t(o),(r=a(o)).workerUrl=window.URL.createObjectURL(new Blob([i],{type:\"text/javascript\"}))}else e=a;else t=a}return n(0,(function(t){function e(t,e){return t(e={exports:{}},e.exports),e.exports}var r=n;function n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,a,i,o;for(void 0===e&&(e=1e-6),a=t,o=0;o<8;o++){if(i=this.sampleCurveX(a)-t,Math.abs(i)<e)return a;var s=this.sampleCurveDerivativeX(a);if(Math.abs(s)<1e-6)break;a-=i/s}if((a=t)<(r=0))return r;if(a>(n=1))return n;for(;r<n;){if(i=this.sampleCurveX(a),Math.abs(i-t)<e)return a;t>i?r=a:n=a,a=.5*(n-r)+r}return a},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var a=i;function i(t,e){this.x=t,this.y=e}function o(t,e,n,a){var i=new r(t,e,n,a);return function(t){return i.solve(t)}}i.prototype={clone:function(){return new i(this.x,this.y)},add:function(t){return this.clone()._add(t)},sub:function(t){return this.clone()._sub(t)},multByPoint:function(t){return this.clone()._multByPoint(t)},divByPoi
       "/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "\"use strict\";var n=Object.getOwnPropertySymbols,a=Object.prototype.hasOwnProperty,i=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))a.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var h=0;h<s.length;h++)i.call(r,s[h])&&(l[s[h]]=r[s[h]])}}return l}},{}],474:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a,i,o,s,l,c){var u=e+i+c;if(h>0){var h=Math.sqrt(u+1);t[0]=.5*(o-l)/h,t[1]=.5*(s-n)/h,t[2]=.5*(r-i)/h,t[3]=.5*h}else{var f=Math.max(e,i,c);h=Math.sqrt(2*f-u+1);e>=f?(t[0]=.5*h,t[1]=.5*(a+r)/h,t[2]=.5*(s+n)/h,t[3]=.5*(o-l)/h):i>=f?(t[0]=.5*(r+a)/h,t[1]=.5*h,t[2]=.5*(l+o)/h,t[3]=.5*(s-n)/h):(t[0]=.5*(n+s)/h,t[1]=.5*(o+l)/h,t[2]=.5*h,t[3]=.5*(r-a)/h)}return t}},{}],475:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var a=new h(r,e,Math.log(n));a.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&a.lookAt(0,t.eye,t.center,t.up);return a};var n=t(\"filtered-vector\"),a=t(\"gl-mat4/lookAt\"),i=t(\"gl-mat4/fromQuat\"),o=t(\"gl-mat4/invert\"),s=t(\"./lib/quatFromFrame\");function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function u(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=c(r,n,a,i);o>1e-6?(t[0]=r/o,t[1]=n/o,t[2]=a/o,t[3]=i/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function h(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var f=h.prototype;f.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},f.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;u(e,e);var r=this.computedMatrix;i(r,e);var n=this.computedCenter,a=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);a[0]=n[0]+s*r[2],a[1]=n[1]+s*r[6],a[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l<3;++l){for(var c=0,h=0;h<3;++h)c+=r[l+4*h]*a[h];r[12+l]=-c}},f.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r},f.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},f.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},f.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var a=this.computedMatrix,i=a[1],o=a[5],s=a[9],c=l(i,o,s);i/=c,o/=c,s/=c;var u=a[0],h=a[4],f=a[8],p=u*i+h*o+f*s,d=l(u-=i*p,h-=o*p,f-=s*p);u/=d,h/=d,f/=d;var g=a[2],m=a[6],v=a[10],y=g*i+m*o+v*s,x=g*u+m*h+v*f,b=l(g-=y*i+x*u,m-=y*o+x*h,v-=y*s+x*f);g/=b,m/=b,v/=b;var _=u*e+i*r,w=h*e+o*r,T=f*e+s*r;this.center.move(t,_,w,T);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+n),this.radius.set(t,Math.log(k))},f.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var a=this.computedMatrix,i=a[0],o=a[4],s=a[8],u=a[1],h=a[5],f=a[9],p=a[2],d=a[6],g=a[10],m=e*i+r*u,v=e*o+r*h,y=e*s+r*f,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=
       "/*!\n",
       " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT license.\n",
       " */\n",
       "\"use strict\";var n=t(\"repeat-string\");e.exports=function(t,e,r){return n(r=\"undefined\"!=typeof r?r+\"\":\" \",e)+t}},{\"repeat-string\":513}],477:[function(t,e,r){\"use strict\";function n(t,e){if(\"string\"!=typeof t)return[t];var r=[t];\"string\"==typeof e||Array.isArray(e)?e={brackets:e}:e||(e={});var n=e.brackets?Array.isArray(e.brackets)?e.brackets:[e.brackets]:[\"{}\",\"[]\",\"()\"],a=e.escape||\"___\",i=!!e.flat;n.forEach((function(t){var e=new RegExp([\"\\\\\",t[0],\"[^\\\\\",t[0],\"\\\\\",t[1],\"]*\\\\\",t[1]].join(\"\")),n=[];function i(e,i,o){var s=r.push(e.slice(t[0].length,-t[1].length))-1;return n.push(s),a+s+a}r.forEach((function(t,n){for(var a,o=0;t!=a;)if(a=t,t=t.replace(e,i),o++>1e4)throw Error(\"References have circular dependency. Please, check them.\");r[n]=t})),n=n.reverse(),r=r.map((function(e){return n.forEach((function(r){e=e.replace(new RegExp(\"(\\\\\"+a+r+\"\\\\\"+a+\")\",\"g\"),t[0]+\"$1\"+t[1])})),e}))}));var o=new RegExp(\"\\\\\"+a+\"([0-9]+)\\\\\"+a);return i?r:function t(e,r,n){for(var a,i=[],s=0;a=o.exec(e);){if(s++>1e4)throw Error(\"Circular references in parenthesis\");i.push(e.slice(0,a.index)),i.push(t(r[a[1]],r)),e=e.slice(a.index+a[0].length)}return i.push(e),i}(r[0],r)}function a(t,e){if(e&&e.flat){var r,n=e&&e.escape||\"___\",a=t[0];if(!a)return\"\";for(var i=new RegExp(\"\\\\\"+n+\"([0-9]+)\\\\\"+n),o=0;a!=r;){if(o++>1e4)throw Error(\"Circular references in \"+t);r=a,a=a.replace(i,s)}return a}return t.reduce((function t(e,r){return Array.isArray(r)&&(r=r.reduce(t,\"\")),e+r}),\"\");function s(e,r){if(null==t[r])throw Error(\"Reference \"+r+\"is undefined\");return t[r]}}function i(t,e){return Array.isArray(t)?a(t,e):n(t,e)}i.parse=n,i.stringify=a,e.exports=i},{}],478:[function(t,e,r){\"use strict\";var n=t(\"pick-by-alias\");e.exports=function(t){var e;arguments.length>1&&(t=arguments);\"string\"==typeof t?t=t.split(/\\s/).map(parseFloat):\"number\"==typeof t&&(t=[t]);t.length&&\"number\"==typeof t[0]?e=1===t.length?{width:t[0],height:t[0],x:0,y:0}:2===t.length?{width:t[0],height:t[1],x:0,y:0}:{x:t[0],y:t[1],width:t[2]-t[0]||0,height:t[3]-t[1]||0}:t&&(t=n(t,{left:\"x l left Left\",top:\"y t top Top\",width:\"w width W Width\",height:\"h height W Width\",bottom:\"b bottom Bottom\",right:\"r right Right\"}),e={x:t.left||0,y:t.top||0},null==t.width?t.right?e.width=t.right-e.x:e.width=0:e.width=t.width,null==t.height?t.bottom?e.height=t.bottom-e.y:e.height=0:e.height=t.height);return e}},{\"pick-by-alias\":485}],479:[function(t,e,r){e.exports=function(t){var e=[];return t.replace(a,(function(t,r,a){var o=r.toLowerCase();for(a=function(t){var e=t.match(i);return e?e.map(Number):[]}(a),\"m\"==o&&a.length>2&&(e.push([r].concat(a.splice(0,2))),o=\"l\",r=\"m\"==r?\"l\":\"L\");;){if(a.length==n[o])return a.unshift(r),e.push(a);if(a.length<n[o])throw new Error(\"malformed path data\");e.push([r].concat(a.splice(0,n[o])))}})),e};var n={a:7,c:6,h:1,l:2,m:2,q:4,s:4,t:2,v:1,z:0},a=/([astvzqmhlc])([^astvzqmhlc]*)/gi;var i=/-?[0-9]*\\.?[0-9]+(?:e[-+]?\\d+)?/gi},{}],480:[function(t,e,r){e.exports=function(t,e){e||(e=[0,\"\"]),t=String(t);var r=parseFloat(t,10);return e[0]=r,e[1]=t.match(/[\\d.\\-\\+]*\\s*(.*)/)[1]||\"\",e}},{}],481:[function(t,e,r){(function(t){function e(t,e){for(var r=0,n=t.length-1;n>=0;n--){var a=t[n];\".\"===a?t.splice(n,1):\"..\"===a?(t.splice(n,1),r++):r&&(t.splice(n,1),r--)}if(e)for(;r--;r)t.unshift(\"..\");return t}function n(t,e){if(t.filter)return t.filter(e);for(var r=[],n=0;n<t.length;n++)e(t[n],n,t)&&r.push(t[n]);return r}r.resolve=function(){for(var r=\"\",a=!1,i=arguments.length-1;i>=-1&&!a;i--){var o=i>=0?arguments[i]:t.cwd();if(\"string\"!=typeof o)throw new TypeError(\"Arguments to path.resolve must be strings\");o&&(r=o+\"/\"+r,a=\"/\"===o.charAt(0))}return(a?\"/\":\"\")+(r=e(n(r.split(\"/\"),(function(t){return!!t})),!a).join(\"/\"))||\".\"},r.normalize=function(t){var i=r.isAbsolute(t),o=\"/\"===a(t,-1);return(t=e(n(t.split(\"/\"),(function(t){return!!t})),!i).join(\"/\"))||i||(t=\".\"),t&&o&&(t+=\"/\"),(i?\"/\":\"\")+t},r.isAbsolute=function(
       "/*\n",
       " * @copyright 2016 Sean Connelly (@voidqk), http://syntheti.cc\n",
       " * @license MIT\n",
       " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
       " */\n",
       "var n,a=t(\"./lib/build-log\"),i=t(\"./lib/epsilon\"),o=t(\"./lib/intersecter\"),s=t(\"./lib/segment-chainer\"),l=t(\"./lib/segment-selector\"),c=t(\"./lib/geojson\"),u=!1,h=i();function f(t,e,r){var a=n.segments(t),i=n.segments(e),o=r(n.combine(a,i));return n.polygon(o)}n={buildLog:function(t){return!0===t?u=a():!1===t&&(u=!1),!1!==u&&u.list},epsilon:function(t){return h.epsilon(t)},segments:function(t){var e=o(!0,h,u);return t.regions.forEach(e.addRegion),{segments:e.calculate(t.inverted),inverted:t.inverted}},combine:function(t,e){return{combined:o(!1,h,u).calculate(t.segments,t.inverted,e.segments,e.inverted),inverted1:t.inverted,inverted2:e.inverted}},selectUnion:function(t){return{segments:l.union(t.combined,u),inverted:t.inverted1||t.inverted2}},selectIntersect:function(t){return{segments:l.intersect(t.combined,u),inverted:t.inverted1&&t.inverted2}},selectDifference:function(t){return{segments:l.difference(t.combined,u),inverted:t.inverted1&&!t.inverted2}},selectDifferenceRev:function(t){return{segments:l.differenceRev(t.combined,u),inverted:!t.inverted1&&t.inverted2}},selectXor:function(t){return{segments:l.xor(t.combined,u),inverted:t.inverted1!==t.inverted2}},polygon:function(t){return{regions:s(t.segments,h,u),inverted:t.inverted}},polygonFromGeoJSON:function(t){return c.toPolygon(n,t)},polygonToGeoJSON:function(t){return c.fromPolygon(n,h,t)},union:function(t,e){return f(t,e,n.selectUnion)},intersect:function(t,e){return f(t,e,n.selectIntersect)},difference:function(t,e){return f(t,e,n.selectDifference)},differenceRev:function(t,e){return f(t,e,n.selectDifferenceRev)},xor:function(t,e){return f(t,e,n.selectXor)}},\"object\"==typeof window&&(window.PolyBool=n),e.exports=n},{\"./lib/build-log\":492,\"./lib/epsilon\":493,\"./lib/geojson\":494,\"./lib/intersecter\":495,\"./lib/segment-chainer\":497,\"./lib/segment-selector\":498}],492:[function(t,e,r){e.exports=function(){var t,e=0,r=!1;function n(e,r){return t.list.push({type:e,data:r?JSON.parse(JSON.stringify(r)):void 0}),t}return t={list:[],segmentId:function(){return e++},checkIntersection:function(t,e){return n(\"check\",{seg1:t,seg2:e})},segmentChop:function(t,e){return n(\"div_seg\",{seg:t,pt:e}),n(\"chop\",{seg:t,pt:e})},statusRemove:function(t){return n(\"pop_seg\",{seg:t})},segmentUpdate:function(t){return n(\"seg_update\",{seg:t})},segmentNew:function(t,e){return n(\"new_seg\",{seg:t,primary:e})},segmentRemove:function(t){return n(\"rem_seg\",{seg:t})},tempStatus:function(t,e,r){return n(\"temp_status\",{seg:t,above:e,below:r})},rewind:function(t){return n(\"rewind\",{seg:t})},status:function(t,e,r){return n(\"status\",{seg:t,above:e,below:r})},vert:function(e){return e===r?t:(r=e,n(\"vert\",{x:e}))},log:function(t){return\"string\"!=typeof t&&(t=JSON.stringify(t,!1,\"  \")),n(\"log\",{txt:t})},reset:function(){return n(\"reset\")},selected:function(t){return n(\"selected\",{segs:t})},chainStart:function(t){return n(\"chain_start\",{seg:t})},chainRemoveHead:function(t,e){return n(\"chain_rem_head\",{index:t,pt:e})},chainRemoveTail:function(t,e){return n(\"chain_rem_tail\",{index:t,pt:e})},chainNew:function(t,e){return n(\"chain_new\",{pt1:t,pt2:e})},chainMatch:function(t){return n(\"chain_match\",{index:t})},chainClose:function(t){return n(\"chain_close\",{index:t})},chainAddHead:function(t,e){return n(\"chain_add_head\",{index:t,pt:e})},chainAddTail:function(t,e){return n(\"chain_add_tail\",{index:t,pt:e})},chainConnect:function(t,e){return n(\"chain_con\",{index1:t,index2:e})},chainReverse:function(t){return n(\"chain_rev\",{index:t})},chainJoin:function(t,e){return n(\"chain_join\",{index1:t,index2:e})},done:function(){return n(\"done\")}}}},{}],493:[function(t,e,r){e.exports=function(t){\"number\"!=typeof t&&(t=1e-10);var e={epsilon:function(e){return\"number\"==typeof e&&(t=e),t},pointAboveOrOnLine:function(e,r,n){var a=r[0],i=r[1],o=n[0],s=n[1],l=e[0];return(o-a)*(e[1]-i)-(s-i)*(l-a)>=-t},pointBetween:function(e,r,n){var a=e[1]-r[1],i=n[0]-r[0],o=e[0]-r[0],s=n[1]-r[1],l=o*i+a*s;return!(l<t)&&!(l-(i*i+s*s)>-t)},pointsSameX:function(e,r){r
       "/*!\n",
       " * repeat-string <https://github.com/jonschlinkert/repeat-string>\n",
       " *\n",
       " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
       " * Licensed under the MIT License.\n",
       " */\n",
       "\"use strict\";var n,a=\"\";e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"expected a string\");if(1===e)return t;if(2===e)return t+t;var r=t.length*e;if(n!==t||\"undefined\"==typeof n)n=t,a=\"\";else if(a.length>=r)return a.substr(0,r);for(;r>a.length&&e>1;)1&e&&(a+=t),e>>=1,t+=t;return a=(a+=t).substr(0,r)}},{}],514:[function(t,e,r){(function(t){e.exports=t.performance&&t.performance.now?function(){return performance.now()}:Date.now||function(){return+new Date}}).call(this,\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:\"undefined\"!=typeof window?window:{})},{}],515:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.length,r=t[t.length-1],n=e,a=e-2;a>=0;--a){var i=r,o=t[a];(l=o-((r=i+o)-i))&&(t[--n]=r,r=l)}var s=0;for(a=n;a<e;++a){var l;i=t[a];(l=(o=r)-((r=i+o)-i))&&(t[s++]=l)}return t[s++]=r,t.length=s,t}},{}],516:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),a=t(\"robust-sum\"),i=t(\"robust-scale\"),o=t(\"robust-compress\");function s(t,e){for(var r=new Array(t.length-1),n=1;n<t.length;++n)for(var a=r[n-1]=new Array(t.length-1),i=0,o=0;i<t.length;++i)i!==e&&(a[o++]=t[n][i]);return r}function l(t){for(var e=new Array(t),r=0;r<t;++r){e[r]=new Array(t);for(var n=0;n<t;++n)e[r][n]=[\"m[\",r,\"][\",n,\"]\"].join(\"\")}return e}function c(t){if(2===t.length)return[\"sum(prod(\",t[0][0],\",\",t[1][1],\"),prod(-\",t[0][1],\",\",t[1][0],\"))\"].join(\"\");for(var e=[],r=0;r<t.length;++r)e.push([\"scale(\",c(s(t,r)),\",\",(n=r,1&n?\"-\":\"\"),t[0][r],\")\"].join(\"\"));return function t(e){if(1===e.length)return e[0];if(2===e.length)return[\"sum(\",e[0],\",\",e[1],\")\"].join(\"\");var r=e.length>>1;return[\"sum(\",t(e.slice(0,r)),\",\",t(e.slice(r)),\")\"].join(\"\")}(e);var n}function u(t){return new Function(\"sum\",\"scale\",\"prod\",\"compress\",[\"function robustDeterminant\",t,\"(m){return compress(\",c(l(t)),\")};return robustDeterminant\",t].join(\"\"))(a,i,n,o)}var h=[function(){return[0]},function(t){return[t[0][0]]}];!function(){for(;h.length<6;)h.push(u(h.length));for(var t=[],r=[\"function robustDeterminant(m){switch(m.length){\"],n=0;n<6;++n)t.push(\"det\"+n),r.push(\"case \",n,\":return det\",n,\"(m);\");r.push(\"}var det=CACHE[m.length];if(!det)det=CACHE[m.length]=gen(m.length);return det(m);}return robustDeterminant\"),t.push(\"CACHE\",\"gen\",r.join(\"\"));var a=Function.apply(void 0,t);for(e.exports=a.apply(void 0,h.concat([h,u])),n=0;n<h.length;++n)e.exports[n]=h[n]}()},{\"robust-compress\":515,\"robust-scale\":522,\"robust-sum\":525,\"two-product\":554}],517:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),a=t(\"robust-sum\");e.exports=function(t,e){for(var r=n(t[0],e[0]),i=1;i<t.length;++i)r=a(r,n(t[i],e[i]));return r}},{\"robust-sum\":525,\"two-product\":554}],518:[function(t,e,r){\"use strict\";var n=t(\"two-product\"),a=t(\"robust-sum\"),i=t(\"robust-subtract\"),o=t(\"robust-scale\");function s(t,e){for(var r=new Array(t.length-1),n=1;n<t.length;++n)for(var a=r[n-1]=new Array(t.length-1),i=0,o=0;i<t.length;++i)i!==e&&(a[o++]=t[n][i]);return r}function l(t){if(1===t.length)return t[0];if(2===t.length)return[\"sum(\",t[0],\",\",t[1],\")\"].join(\"\");var e=t.length>>1;return[\"sum(\",l(t.slice(0,e)),\",\",l(t.slice(e)),\")\"].join(\"\")}function c(t,e){if(\"m\"===t.charAt(0)){if(\"w\"===e.charAt(0)){var r=t.split(\"[\");return[\"w\",e.substr(1),\"m\",r[0].substr(1)].join(\"\")}return[\"prod(\",t,\",\",e,\")\"].join(\"\")}return c(e,t)}function u(t){if(2===t.length)return[[\"diff(\",c(t[0][0],t[1][1]),\",\",c(t[1][0],t[0][1]),\")\"].join(\"\")];for(var e=[],r=0;r<t.length;++r)e.push([\"scale(\",l(u(s(t,r))),\",\",(n=r,!0&n?\"-\":\"\"),t[0][r],\")\"].join(\"\"));return e;var n}function h(t,e){for(var r=[],n=0;n<e-2;++n)r.push([\"prod(m\",t,\"[\",n,\"],m\",t,\"[\",n,\"])\"].join(\"\"));return l(r)}function f(t){for(var e=[],r=[],c=function(t){for(var e=new Array(t),r=0;r<t;++r){e[r]=new Array(t);for(var n=0;n<t;++n)e[r][n]=[\"m\",n,\"[\",t-r-2,\"]\"].join(\"\")}return e}(t),f=0;f<t;++f)c[0][f]=\"1\",c[t-1][f]=\"w\"+f;fo
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.display import Markdown as md\n",
    "from IPython.display import display, HTML\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import ipywidgets as widgets\n",
    "from pathlib import Path\n",
    "from datetime import datetime\n",
    "from recopytex import flat_df_students, pp_q_scores\n",
    "from datetime import datetime\n",
    "\n",
    "\n",
    "import chart_studio.plotly as py\n",
    "import plotly.graph_objects as go\n",
    "import plotly.figure_factory as ff\n",
    "\n",
    "from plotly.offline import iplot, init_notebook_mode\n",
    "init_notebook_mode()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2020-10-04T07:26:58.701039Z",
     "iopub.status.busy": "2020-10-04T07:26:58.700150Z",
     "iopub.status.idle": "2020-10-04T07:26:58.703382Z",
     "shell.execute_reply": "2020-10-04T07:26:58.702696Z"
    },
    "extensions": {
     "jupyter_dashboards": {
      "version": 1,
      "views": {
       "grid_default": {},
       "report_default": {
        "hidden": true
       }
      }
     }
    },
    "papermill": {
     "duration": 0.105904,
     "end_time": "2020-10-04T07:26:58.703518",
     "exception": false,
     "start_time": "2020-10-04T07:26:58.597614",
     "status": "completed"
    },
    "slideshow": {
     "slide_type": "skip"
    },
    "tags": [
     "parameters"
    ]
   },
   "outputs": [],
   "source": [
    "tribe = \"ES\"\n",
    "assessment = \"ds2\"\n",
    "date = \"14/10/19\"\n",
    "csv_file = Path(f\"../{tribe}/191014_{assessment}.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2020-10-04T07:26:58.908180Z",
     "iopub.status.busy": "2020-10-04T07:26:58.907084Z",
     "iopub.status.idle": "2020-10-04T07:26:58.911239Z",
     "shell.execute_reply": "2020-10-04T07:26:58.910123Z"
    },
    "papermill": {
     "duration": 0.110363,
     "end_time": "2020-10-04T07:26:58.911455",
     "exception": false,
     "start_time": "2020-10-04T07:26:58.801092",
     "status": "completed"
    },
    "tags": [
     "injected-parameters"
    ]
   },
   "outputs": [],
   "source": [
    "# Parameters\n",
    "tribe = \"TST1\"\n",
    "assessment = \"Ds3\"\n",
    "date = \"13/11/20\"\n",
    "csv_file = \"/home/lafrite/Cours/2020-2021/Notes/TST1/201113_DS3.csv\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2020-10-04T07:26:59.130362Z",
     "iopub.status.busy": "2020-10-04T07:26:59.129790Z",
     "iopub.status.idle": "2020-10-04T07:26:59.131451Z",
     "shell.execute_reply": "2020-10-04T07:26:59.130977Z"
    },
    "papermill": {
     "duration": 0.109746,
     "end_time": "2020-10-04T07:26:59.131570",
     "exception": false,
     "start_time": "2020-10-04T07:26:59.021824",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/home/lafrite/Cours/2020-2021/Notes/TST1/201113_DS3\n"
     ]
    }
   ],
   "source": [
    "date = datetime.strptime(date, \"%d/%m/%y\")\n",
    "output_path = Path(csv_file[:-4])\n",
    "print(output_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2020-10-04T07:26:59.353722Z",
     "iopub.status.busy": "2020-10-04T07:26:59.353175Z",
     "iopub.status.idle": "2020-10-04T07:26:59.356913Z",
     "shell.execute_reply": "2020-10-04T07:26:59.356386Z"
    },
    "extensions": {
     "jupyter_dashboards": {
      "version": 1,
      "views": {
       "grid_default": {},
       "report_default": {
        "hidden": false
       }
      }
     }
    },
    "papermill": {
     "duration": 0.122626,
     "end_time": "2020-10-04T07:26:59.357021",
     "exception": false,
     "start_time": "2020-10-04T07:26:59.234395",
     "status": "completed"
    },
    "slideshow": {
     "slide_type": "slide"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "# Ds3 (20/11/13) pour TST1"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "if date is None:\n",
    "    display(md(f\"# {assessment} pour {tribe}\"))\n",
    "else:\n",
    "    display(md(f\"# {assessment} ({date:%y/%m/%d}) pour {tribe}\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2020-10-04T07:26:59.584153Z",
     "iopub.status.busy": "2020-10-04T07:26:59.583420Z",
     "iopub.status.idle": "2020-10-04T07:26:59.842267Z",
     "shell.execute_reply": "2020-10-04T07:26:59.840480Z"
    },
    "extensions": {
     "jupyter_dashboards": {
      "version": 1,
      "views": {
       "grid_default": {},
       "report_default": {
        "hidden": true
       }
      }
     }
    },
    "papermill": {
     "duration": 0.385376,
     "end_time": "2020-10-04T07:26:59.842589",
     "exception": true,
     "start_time": "2020-10-04T07:26:59.457213",
     "status": "failed"
    },
    "slideshow": {
     "slide_type": "skip"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "stack_scores = pd.read_csv(csv_file, encoding=\"UTF8\")\n",
    "comments = stack_scores.iloc[0]\n",
    "stack_scores.drop([0], inplace=True)\n",
    "scores = flat_df_students(stack_scores).dropna(subset=[\"Score\"])\n",
    "scores = pp_q_scores(scores)\n",
    "#scores.head()\n",
    "#comments.drop()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "extensions": {
     "jupyter_dashboards": {
      "version": 1,
      "views": {
       "grid_default": {},
       "report_default": {
        "hidden": true
       }
      }
     }
    },
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "slideshow": {
     "slide_type": "skip"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "exercises_scores = scores.groupby([\"Exercice\", \"Eleve\"]).agg({\"Note\": \"sum\", \"Bareme\": \"sum\"})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "assessment_scores = scores.groupby([\"Eleve\"]).agg({\"Note\": \"sum\", \"Bareme\": \"sum\"})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "### Bilans personnalisés"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pytex\n",
    "#scores.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "datas = {\n",
    "    \"assessment\": {\n",
    "        \"name\": assessment,\n",
    "        \"date\": date\n",
    "    },\n",
    "    #\"exercises\": scores[\"Exercice\"].unique(),\n",
    "    #\"questions\": scores[[\"Exercice\", 'Question', 'Competence', 'Domaine', 'Commentaire', 'Bareme', 'Est_nivele']],\n",
    "    \"eleves\": {}\n",
    "}\n",
    "for e in scores[\"Eleve\"].unique():\n",
    "    edatas =  {\n",
    "        \"assessment\": assessment_scores.loc[e],\n",
    "        \"exercices\": exercises_scores.xs(e, level=\"Eleve\"),\n",
    "        \"exscores\": {}\n",
    "    }\n",
    "    for i, ex in edatas[\"exercices\"].iterrows():\n",
    "        edatas[\"exscores\"][i] = scores.loc[(scores.Exercice==i) & (scores.Eleve==e)]\n",
    "    datas[\"eleves\"][e] = edatas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "score_template = r\"\"\"\n",
    "\\documentclass[a5paper,10pt]{article}\n",
    "\\usepackage{fullpage}\n",
    "\\usepackage{booktabs}\n",
    "\\usepackage{longtable}\n",
    "\n",
    "\\usepackage{geometry}\n",
    "\\geometry{left=10mm,right=10mm, top=10mm}\n",
    "\n",
    "\\renewcommand{\\arraystretch}{1}\n",
    "\\setlength{\\columnseprule}{0pt}\n",
    "\n",
    "\n",
    "\\begin{document}\n",
    "\n",
    "\n",
    "    \\section*{\\Var{assessment.name} \\hfill \\Var{e} \\hfill \\Var{sc.assessment.Note}/\\Var{sc.assessment.Bareme}}\n",
    "    %- for i,ex in sc.exercices.iterrows() \n",
    "        \\subsection*{Exercice \\Var{i}: \\Var{ex.Note} / \\Var{ex.Bareme}}\n",
    "        \\Var{sc.exscores[i].to_latex(index=False, columns=[\"Question\", \"Domaine\", \"Commentaire\", \"Note\", \"Bareme\"])}\n",
    "        %#\\Var{sc.exscores}\n",
    "    %- endfor\n",
    "\n",
    "\\end{document}\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wrote 201113_Ds3_AIOUAZ Ahmed.tex\n",
      "Wrote 201113_Ds3_BAHBAH Zakaria.tex\n",
      "Wrote 201113_Ds3_BENHATTAL Chakir.tex\n",
      "Wrote 201113_Ds3_CLAIN Avinash.tex\n",
      "Wrote 201113_Ds3_COLASSI Alexis.tex\n",
      "Wrote 201113_Ds3_COUBAT Alexis.tex\n",
      "Wrote 201113_Ds3_COULLON Anis.tex\n",
      "Wrote 201113_Ds3_DINGER Sölen.tex\n",
      "Wrote 201113_Ds3_EYRAUD Cynthia.tex\n",
      "Wrote 201113_Ds3_FERREIRA Léo.tex\n",
      "Wrote 201113_Ds3_FILALI Zakaria.tex\n",
      "Wrote 201113_Ds3_FOIGNY Romain.tex\n",
      "Wrote 201113_Ds3_HIPOLITO DA SILVA Andréa.tex\n",
      "Wrote 201113_Ds3_HUMBERT Rayan.tex\n",
      "Wrote 201113_Ds3_MASSON Grace.tex\n",
      "Wrote 201113_Ds3_MOKHTARI Nissrine.tex\n",
      "Wrote 201113_Ds3_MOUFAQ Amine.tex\n",
      "Wrote 201113_Ds3_ONAL Yakub.tex\n",
      "Wrote 201113_Ds3_SORIANO Laura.tex\n",
      "Wrote 201113_Ds3_VECCHIO Léa.tex\n"
     ]
    }
   ],
   "source": [
    "tpl = pytex.texenv.from_string(score_template)\n",
    "\n",
    "for e,sc in datas['eleves'].items():\n",
    "    reportfilename = f\"{date:%y%m%d}_{assessment}_{e}.tex\"\n",
    "    with open(output_path / reportfilename, \"w\") as f:\n",
    "        f.write(tpl.render(sc=sc, **datas))\n",
    "    print(f\"Wrote {reportfilename}\")\n",
    "    pytex.pdflatex(reportfilename)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "source": [
    "## Envoie des bilans par mail"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Bian du devoir Ds3\n",
      "Bonsoir,\n",
      "En pièce jointe, vous trouverez un document détaillant la note du devoir.\n",
      "B.Bertrand\n",
      "\n"
     ]
    }
   ],
   "source": [
    "mailfrom = \"benjamin.bertrand@ac-lyon.fr\"\n",
    "subject = f\"Bian du devoir {assessment}\"\n",
    "message = \"\"\"Bonsoir,\n",
    "En pièce jointe, vous trouverez un document détaillant la note du devoir.\n",
    "B.Bertrand\n",
    "\"\"\"\n",
    "print(subject)\n",
    "print(message)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "import smtplib\n",
    "import os\n",
    "import sys\n",
    "from email.message import EmailMessage\n",
    "import mimetypes\n",
    "import time\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def build_msg(subj, to_addr, from_addr, body, att):\n",
    "    msg = EmailMessage()\n",
    "    msg[\"Subject\"] = subj\n",
    "    msg[\"To\"] = to_addr\n",
    "    #msg[\"To\"] = \"lafrite26@gmail.com\"\n",
    "    msg[\"From\"] = from_addr\n",
    "    msg.set_content(body)\n",
    "\n",
    "    if att != []:\n",
    "        ctype, encoding = mimetypes.guess_type(att)\n",
    "        if ctype is None or encoding is not None:\n",
    "            ctype = 'application/octet-stream'\n",
    "        maintype, subtype = ctype.split('/', 1)\n",
    "        with open(att, \"rb\") as f:\n",
    "            msg.add_attachment(f.read(),\n",
    "                maintype=maintype,\n",
    "                subtype=subtype,\n",
    "                filename=att.name)\n",
    "    return msg\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "send = 0\n",
    "fake = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "if send:\n",
    "    if fake:\n",
    "        server = smtplib.SMTP(\"localhost\", 8025)\n",
    "        server.ehlo()\n",
    "    else:\n",
    "        server = smtplib.SMTP(\"smtps.ac-lyon.fr\", 587)\n",
    "        server.ehlo()\n",
    "        server.starttls()\n",
    "        server.ehlo()\n",
    "        server.login(\"bbertrand\", os.popen(\"pass Prof/Lyon/bbertrand\").read()[:-1])   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    eleves_data = pd.read_csv(f\"../../{tribe}.csv\")\n",
    "except FileNotFoundError:\n",
    "    try:\n",
    "        eleves_data = pd.read_csv(f\"../{tribe}.csv\")\n",
    "    except FileNotFoundError:\n",
    "        eleves_data = pd.read_csv(f\"{tribe}.csv\")\n",
    "eleves_data.fillna(\"\", inplace=True)\n",
    "#eleves_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "papermill": {
     "duration": null,
     "end_time": null,
     "exception": null,
     "start_time": null,
     "status": "pending"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Pas de rapport pour BALLOFFET Kenza\n",
      "Pas de mail pour FOIGNY Romain\n",
      "Pas de mail pour HUMBERT Rayan\n"
     ]
    }
   ],
   "source": [
    "for e in eleves_data.iterrows():\n",
    "    reportfilename = Path(f\"{date:%y%m%d}_{assessment}_{e[1]['Nom']}.pdf\")\n",
    "    try:\n",
    "        assert reportfilename.exists()\n",
    "    except:\n",
    "        print(f\"Pas de rapport pour {e[1]['Nom']}\")\n",
    "    else:\n",
    "        if e[1][\"mail\"] != \"\":\n",
    "            if send:\n",
    "                msg = build_msg(subject, e[1][\"mail\"], mailfrom, message, reportfilename)\n",
    "                server.send_message(msg)\n",
    "                print(f\"\\tBilan envoyé à {e[1]['Nom']}\")\n",
    "        else:\n",
    "            print(f\"Pas de mail pour {e[1]['Nom']}\")\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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      "name": "report",
      "type": "report"
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   "display_name": "Python 3",
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    "version": 3
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   "nbconvert_exporter": "python",
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  "papermill": {
   "duration": 4.26524,
   "end_time": "2020-10-04T07:27:01.280572",
   "environment_variables": {},
   "exception": true,
   "input_path": "templates/tpl_evaluation.ipynb",
   "output_path": "TST1/200930_DS1/Ds1.ipynb",
   "parameters": {
    "assessment": "Ds1",
    "csv_file": "/home/lafrite/Cours/2020-2021/Notes/TST1/200930_DS1.csv",
    "date": "30/09/20",
    "tribe": "TST1"
   },
   "start_time": "2020-10-04T07:26:57.015332",
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