adrienpacifico · October 8, 2018 16:16
diff --git a/diff-how-to-handle-periods.ipynb b/diff-how-to-handle-periods.ipynb
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type="text/css">body{overflow:scroll!important;color:var(--jp-content-font-color1);font-family:sans-serif}.CodeMirror-merge,body{background-color:var(--jp-layout-color1)}.jp-Diff-unchanged{margin-left:10%;width:80%}#nbdime-header{margin:auto;width:90%;margin-bottom:20px}#nbdime-header-banner{margin-top:10px}.nbdime-header-button{display:inline-block;margin-right:10px}#nbdime-header-buttonrow .nbdime-spinner{width:14px;height:14px;display:inline-flex;border-width:3px}.nbdime-spinner{border:16px solid #eee;border-top-color:#999;border-bottom-color:#999;border-radius:50%;animation:spin 1.3s linear infinite}@keyframes spin{0%{transform:rotate(0deg)}to{transform:rotate(1turn)}}</style><style type="text/css">.jp-Notebook-diff{width:90%;margin:auto;position:relative;z-index:0}.nbdime-Diff #nbdime-header-base{display:inline-block;width:50%;background-color:var(--jp-diff-deleted-color0)}.nbdime-Diff #nbdime-header-remote{display:inline-block;width:49%;background-color:var(--jp-diff-added-color0)}.nbdime-Diff #nbdime-header-local{display:none;width:49%}.nbdime-Diff.jp-mod-local-remote #nbdime-header-base{display:none}.nbdime-Diff.jp-mod-local-remote #nbdime-header-local{display:inline-block;background-color:var(--jp-diff-deleted-color0)}.nbdime-Diff.jp-mod-local-base #nbdime-header-base{background-color:var(--jp-diff-added-color0)}.nbdime-Diff.jp-mod-local-base #nbdime-header-local{display:inline-block;background-color:var(--jp-diff-deleted-color0)}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff.jp-Diff-unchanged,.nbdime-Diff.jp-mod-local-base #nbdime-header-remote{display:none}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenBefore]:before,#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenBefore]:before{content:attr(data-nbdime-NCellsHiddenBefore) " unchanged cell(s) hidden";position:absolute;width:100%;top:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenAfter]:after,#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenAfter]:after{content:attr(data-nbdime-NCellsHiddenAfter) " unchanged cell(s) hidden";position:absolute;width:100%;bottom:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenBefore],#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenBefore]{padding-top:40px}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-diff[data-nbdime-NCellsHiddenAfter],#nbdime-root.jp-mod-hideUnchanged .jp-Diff-addremchunk[data-nbdime-NCellsHiddenAfter]{padding-bottom:40px}</style><style type="text/css">.jp-Notebook-merge{width:90%;margin:auto;position:relative;z-index:0}.nbdime-Merge #nbdime-header-base,.nbdime-Merge #nbdime-header-local,.nbdime-Merge #nbdime-header-remote{display:inline-block;width:33%}.nbdime-Merge #nbdime-header-local{background-color:var(--jp-merge-local-color1)}.nbdime-Merge #nbdime-header-base{background-color:#eee}.nbdime-Merge #nbdime-header-remote{background-color:var(--jp-merge-remote-color1)}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge.jp-Merge-unchanged{display:none}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenBefore]:before{content:attr(data-nbdime-NCellsHiddenBefore) " unchanged cell(s) hidden";position:absolute;width:100%;top:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenAfter]:after{content:attr(data-nbdime-NCellsHiddenAfter) " unchanged cell(s) hidden";position:absolute;width:100%;bottom:0;background-color:#eee;border-top:1px solid #ccc;border-bottom:1px solid #ccc;text-align:center}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenBefore]{padding-top:40px}#nbdime-root.jp-mod-hideUnchanged .jp-Cell-merge[data-nbdime-NCellsHiddenAfter]{padding-bottom:40px}</style><style type="text/css">
 .jp-Notebook-diff .CodeMirror-merge-collapsed-widget {
  cursor: initial;
 }

 .CodeMirror-gutters {
  height: auto !important;
 }

 .CodeMirror-sizer, .CodeMirror-scroll {
  margin-bottom: 0 !important;
  padding-bottom: 0 !important;
  margin-right: 0 !important;
  padding-right: 0 !important;
 }

 .CodeMirror-hscrollbar, .CodeMirror-vscrollbar,
 .CodeMirror-merge-scrolllock, .CodeMirror-sizer + div {
  display: none !important;
 }

 .CodeMirror-scroll {
  overflow: auto !important;
 }
 </style>
 </head><body><div id="nbdime-root"><div class="p-Widget p-Panel" id="main"><div class="p-Widget p-Panel jp-Notebook-diff"><div class="p-Widget p-Panel jp-Metadata-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-CollapsiblePanel"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Notebook metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 333px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>19</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "kernelspec": {</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "display_name": "Python <span class=" CodeMirror-merge-r-deleted">2</span>",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "language": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python<span class=" CodeMirror-merge-r-deleted">2</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "language_info": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "codemirror_mode": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "name": "ipython",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "version": <span class=" CodeMirror-merge-r-deleted">2</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">12</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "file_extension": ".py",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">13</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "mimetype": "text/x-python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">14</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">15</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "nbconvert_exporter": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">16</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "pygments_lexer": "ipython<span class=" CodeMirror-merge-r-deleted">2</span>",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">17</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "version": "<span class=" CodeMirror-merge-r-deleted">2.7.9</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">18</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  }</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">19</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 333px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 363px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 333px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>19</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "kernelspec": {</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "display_name": "Python <span class=" CodeMirror-merge-r-inserted">3</span>",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "language": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python<span class=" CodeMirror-merge-r-inserted">3</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  "language_info": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "codemirror_mode": {</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "name": "ipython",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;  "version": <span class=" CodeMirror-merge-r-inserted">3</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  },</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">12</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "file_extension": ".py",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">13</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "mimetype": "text/x-python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">14</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "name": "python",</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">15</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "nbconvert_exporter": "python",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">16</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "pygments_lexer": "ipython<span class=" CodeMirror-merge-r-inserted">3</span>",</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">17</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  "version": "<span class=" CodeMirror-merge-r-inserted">3.7.0</span>"</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">18</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">  }</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">19</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 333px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 363px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h1 id="Table-of-Contents">Table of Contents<a target="_self" href="#Table-of-Contents" class="jp-InternalAnchorLink">¶</a></h1>
 <div></div>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h1 id="Importance-of-giving-a-convenient-period">Importance of giving a convenient period<a target="_self" href="#Importance-of-giving-a-convenient-period" class="jp-InternalAnchorLink">¶</a></h1>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>This notebook aim to show easily how periods work in OpenFisca.   </p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>We need to initialize a <strong>simulation</strong>.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="4"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [1]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [1]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 265px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>15</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_france</span> <span class="cm-keyword">import</span> <span class="cm-variable">FranceTaxBenefitSystem</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">tax_benefit_system</span> <span class="cm-operator">=</span> <span class="cm-variable">FranceTaxBenefitSystem</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-number">2015</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">30</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">8</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">salaire_de_base</span> <span class="cm-operator">=</span> <span class="cm-number">50000</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">9</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp;  ),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">10</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">enfants</span> <span class="cm-operator">=</span> [</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">11</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-builtin">dict</span>(<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">12</span>),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">12</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-builtin">dict</span>(<span class="cm-variable">age</span> <span class="cm-operator">=</span> <span class="cm-number">18</span>),</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">13</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp;  ],</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">14</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp;  )</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">15</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span> <span class="cm-operator">=</span> <span class="cm-variable">scenario</span>.<span class="cm-property">new_simulation</span>()</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 265px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 295px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>A simulation's variable is calculated for a specific period.<br>This specific time interval have to be given when calling a variable to avoid computation problem.</p>
 <h3 id="Variables-with-monthly-formulas">Variables with monthly formulas<a target="_self" href="#Variables-with-monthly-formulas" class="jp-InternalAnchorLink">¶</a></h3>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Some variables are computed over the month.<br>For exemple the variable  <code>allocation familiales</code>.<br>If called on an annual basis, an error is displayed : </p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="2"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [2]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [2]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'2015'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span><span class="cm-property CodeMirror-merge-r-inserted">_add</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'2015'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([1559.88], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output deleted</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stderr"><pre><span class="ansi-red-fg">AssertionError</span>Traceback (most recent call last)
 <span class="ansi-green-fg">&lt;ipython-input-2-8a82c7f215b6&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
 <span class="ansi-green-fg">----&gt; 1</span><span class="ansi-red-fg"> </span>simulation<span class="ansi-blue-fg">.</span>calculate<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">'af'</span><span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">'2015'</span><span class="ansi-blue-fg">)</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/simulations.pyc</span> in <span class="ansi-cyan-fg">calculate</span><span class="ansi-blue-fg">(self, column_name, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">     72</span>         <span class="ansi-green-fg">if</span> period <span class="ansi-green-fg">is</span> None<span class="ansi-blue-fg">:</span>
 <span style="font-weight:bold" class="ansi-green-fg">     73</span>             period <span class="ansi-blue-fg">=</span> self<span class="ansi-blue-fg">.</span>period
 <span class="ansi-green-fg">---&gt; 74</span><span class="ansi-red-fg">         </span><span class="ansi-green-fg">return</span> self<span class="ansi-blue-fg">.</span>compute<span class="ansi-blue-fg">(</span>column_name<span class="ansi-blue-fg">,</span> period <span class="ansi-blue-fg">=</span> period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">.</span>array
 <span style="font-weight:bold" class="ansi-green-fg">     75</span> 
 <span style="font-weight:bold" class="ansi-green-fg">     76</span>     <span class="ansi-green-fg">def</span> calculate_add<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">,</span> column_name<span class="ansi-blue-fg">,</span> period <span class="ansi-blue-fg">=</span> None<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/simulations.pyc</span> in <span class="ansi-cyan-fg">compute</span><span class="ansi-blue-fg">(self, column_name, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    157</span>                 caller_input_variables_infos<span class="ansi-blue-fg">.</span>append<span class="ansi-blue-fg">(</span>variable_infos<span class="ansi-blue-fg">)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    158</span>         holder <span class="ansi-blue-fg">=</span> self<span class="ansi-blue-fg">.</span>get_or_new_holder<span class="ansi-blue-fg">(</span>column_name<span class="ansi-blue-fg">)</span>
 <span class="ansi-green-fg">--&gt; 159</span><span class="ansi-red-fg">         </span>result <span class="ansi-blue-fg">=</span> holder<span class="ansi-blue-fg">.</span>compute<span class="ansi-blue-fg">(</span>period <span class="ansi-blue-fg">=</span> period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    160</span>         <span class="ansi-green-fg">if</span> print_trace<span class="ansi-blue-fg">:</span>
 <span style="font-weight:bold" class="ansi-green-fg">    161</span>             self<span class="ansi-blue-fg">.</span>print_trace<span class="ansi-blue-fg">(</span>variable_name<span class="ansi-blue-fg">=</span>column_name<span class="ansi-blue-fg">,</span> period<span class="ansi-blue-fg">=</span>period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>print_trace_kwargs<span class="ansi-blue-fg">)</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/holders.pyc</span> in <span class="ansi-cyan-fg">compute</span><span class="ansi-blue-fg">(self, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    140</span>                 <span class="ansi-green-fg">assert</span> accept_other_period <span class="ansi-green-fg">or</span> formula_dated_holder<span class="ansi-blue-fg">.</span>period <span class="ansi-blue-fg">==</span> period<span class="ansi-blue-fg">,</span><span class="ansi-red-fg"> </span><span class="ansi-red-fg">\</span>
 <span style="font-weight:bold" class="ansi-green-fg">    141</span>                     "Requested period {} differs from {} returned by variable {}".format(period,
 <span class="ansi-green-fg">--&gt; 142</span><span class="ansi-red-fg">                         formula_dated_holder.period, column.name)
 </span><span style="font-weight:bold" class="ansi-green-fg">    143</span>             <span class="ansi-green-fg">return</span> formula_dated_holder
 <span style="font-weight:bold" class="ansi-green-fg">    144</span>         array <span class="ansi-blue-fg">=</span> np<span class="ansi-blue-fg">.</span>empty<span class="ansi-blue-fg">(</span>entity<span class="ansi-blue-fg">.</span>count<span class="ansi-blue-fg">,</span> dtype <span class="ansi-blue-fg">=</span> column<span class="ansi-blue-fg">.</span>dtype<span class="ansi-blue-fg">)</span>

 <span class="ansi-red-fg">AssertionError</span>: Requested period 2015 differs from 2015-01 returned by variable af</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stderr</span></div></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>This assertion error :<br>    "<code>Requested period 2015 differs from 2015-01 returned by variable af</code>"<br>means exactly the fact that <code>af</code> are computed for a month, therefore the variable returned value for <code>2015-01</code>.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>But when called on its period (monthly), the result of the variable's formula will be returned</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="2"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [3]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [3]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'2015-01'</span>) <span class="cm-comment">#calculate variable af for January 2015</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 129.99000549], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([129.99], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Variable-with-annual-formulas">Variable with annual formulas<a target="_self" href="#Variable-with-annual-formulas" class="jp-InternalAnchorLink">¶</a></h3>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Other formulas only works on a annual basis, thus a monthly call will not work, e.g irpp (impôt sur le revenu) :</p>
 </div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk" data-nbdime-ncellshiddenbefore="2"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [4]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 95px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>5</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">try</span>: <span class="cm-comment">#Try to run simulation.calculate_add('irpp', '2015-01')</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2015-01'</span>)</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">except</span> <span class="cm-variable">Exception</span> <span class="cm-keyword">as</span> <span class="cm-variable">inst</span>: <span class="cm-comment"># It is failing, catch the Exception</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-builtin">print</span>(<span class="cm-variable">inst</span>) &nbsp;<span class="cm-comment"># Print the Exception</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 95px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 125px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-outputsContainer jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>b"Unable to compute variable 'irpp' for period 2015-01: 'irpp' can only be computed for year-long periods. You can use the DIVIDE option to get an estimate of irpp by dividing the yearly value by 12, or change the requested period to 'period.this_year'."
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [4]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2015-01'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="display: block; bottom: 0px;"><div style="min-width: 1px; height: 41px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-outputsContainer jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stderr"><pre><span class="ansi-red-fg">AssertionError</span>Traceback (most recent call last)
 <span class="ansi-green-fg">&lt;ipython-input-4-c5f820ae8a5c&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
 <span class="ansi-green-fg">----&gt; 1</span><span class="ansi-red-fg"> </span>simulation<span class="ansi-blue-fg">.</span>calculate<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">'irpp'</span><span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">'2015-01'</span><span class="ansi-blue-fg">)</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/simulations.pyc</span> in <span class="ansi-cyan-fg">calculate</span><span class="ansi-blue-fg">(self, column_name, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">     72</span>         <span class="ansi-green-fg">if</span> period <span class="ansi-green-fg">is</span> None<span class="ansi-blue-fg">:</span>
 <span style="font-weight:bold" class="ansi-green-fg">     73</span>             period <span class="ansi-blue-fg">=</span> self<span class="ansi-blue-fg">.</span>period
 <span class="ansi-green-fg">---&gt; 74</span><span class="ansi-red-fg">         </span><span class="ansi-green-fg">return</span> self<span class="ansi-blue-fg">.</span>compute<span class="ansi-blue-fg">(</span>column_name<span class="ansi-blue-fg">,</span> period <span class="ansi-blue-fg">=</span> period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">.</span>array
 <span style="font-weight:bold" class="ansi-green-fg">     75</span> 
 <span style="font-weight:bold" class="ansi-green-fg">     76</span>     <span class="ansi-green-fg">def</span> calculate_add<span class="ansi-blue-fg">(</span>self<span class="ansi-blue-fg">,</span> column_name<span class="ansi-blue-fg">,</span> period <span class="ansi-blue-fg">=</span> None<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span><span class="ansi-blue-fg">:</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/simulations.pyc</span> in <span class="ansi-cyan-fg">compute</span><span class="ansi-blue-fg">(self, column_name, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    157</span>                 caller_input_variables_infos<span class="ansi-blue-fg">.</span>append<span class="ansi-blue-fg">(</span>variable_infos<span class="ansi-blue-fg">)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    158</span>         holder <span class="ansi-blue-fg">=</span> self<span class="ansi-blue-fg">.</span>get_or_new_holder<span class="ansi-blue-fg">(</span>column_name<span class="ansi-blue-fg">)</span>
 <span class="ansi-green-fg">--&gt; 159</span><span class="ansi-red-fg">         </span>result <span class="ansi-blue-fg">=</span> holder<span class="ansi-blue-fg">.</span>compute<span class="ansi-blue-fg">(</span>period <span class="ansi-blue-fg">=</span> period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>parameters<span class="ansi-blue-fg">)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    160</span>         <span class="ansi-green-fg">if</span> print_trace<span class="ansi-blue-fg">:</span>
 <span style="font-weight:bold" class="ansi-green-fg">    161</span>             self<span class="ansi-blue-fg">.</span>print_trace<span class="ansi-blue-fg">(</span>variable_name<span class="ansi-blue-fg">=</span>column_name<span class="ansi-blue-fg">,</span> period<span class="ansi-blue-fg">=</span>period<span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">**</span>print_trace_kwargs<span class="ansi-blue-fg">)</span>

 <span class="ansi-green-fg">/home/notebook/virtualenvs/openfisca/local/lib/python2.7/site-packages/openfisca_core/holders.pyc</span> in <span class="ansi-cyan-fg">compute</span><span class="ansi-blue-fg">(self, period, **parameters)</span>
 <span style="font-weight:bold" class="ansi-green-fg">    140</span>                 <span class="ansi-green-fg">assert</span> accept_other_period <span class="ansi-green-fg">or</span> formula_dated_holder<span class="ansi-blue-fg">.</span>period <span class="ansi-blue-fg">==</span> period<span class="ansi-blue-fg">,</span><span class="ansi-red-fg"> </span><span class="ansi-red-fg">\</span>
 <span style="font-weight:bold" class="ansi-green-fg">    141</span>                     "Requested period {} differs from {} returned by variable {}".format(period,
 <span class="ansi-green-fg">--&gt; 142</span><span class="ansi-red-fg">                         formula_dated_holder.period, column.name)
 </span><span style="font-weight:bold" class="ansi-green-fg">    143</span>             <span class="ansi-green-fg">return</span> formula_dated_holder
 <span style="font-weight:bold" class="ansi-green-fg">    144</span>         array <span class="ansi-blue-fg">=</span> np<span class="ansi-blue-fg">.</span>empty<span class="ansi-blue-fg">(</span>entity<span class="ansi-blue-fg">.</span>count<span class="ansi-blue-fg">,</span> dtype <span class="ansi-blue-fg">=</span> column<span class="ansi-blue-fg">.</span>dtype<span class="ansi-blue-fg">)</span>

 <span class="ansi-red-fg">AssertionError</span>: Requested period 2015-01 differs from 2015 returned by variable irpp</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stderr</span></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>It must be called on an annual basis :</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [5]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [5]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2015'</span>) <span class="cm-comment">#calculate variable irpp for 2015</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-2400.52807617], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-2400.528], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">### <span class=" CodeMirror-merge-r-deleted">Defa</span>ult period</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">### <span class=" CodeMirror-merge-r-inserted">Sim</span>ul<span class=" CodeMirror-merge-r-inserted">a</span>t<span class=" CodeMirror-merge-r-inserted">ion</span> period</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">The simulation has a specific period that was defined when creating the scenario. </span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">When a variable is called without period, the simulation's default period is used.</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [6]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [6]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">period</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>Period((u'year', Instant((2015, 1, 1)), 1))</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>Period(('year', Instant((2015, 1, 1)), 1))</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Here the simulation period is for the year 2015. What would happend if we compute `irpp` for an other year ?</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Here default simulation period is a year. Thus the variable `irpp` can be computed but not the variable `af`.</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [7]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [7]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>))</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span><span class=" CodeMirror-merge-r-inserted">, </span><span class="cm-string CodeMirror-merge-r-inserted">'2016'</span>))</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[0.]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output deleted</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[-2400.52807617]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">In this case simulation.calculate('irpp') is equivalent to simulation.calculate('irpp', '2015')</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [8]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [8]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span><span class=" CodeMirror-merge-r-deleted">) </span><span class="cm-operator CodeMirror-merge-r-deleted">==</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable CodeMirror-merge-r-deleted">simulation</span><span class=" CodeMirror-merge-r-deleted">.</span><span class="cm-property CodeMirror-merge-r-deleted">calculate</span><span class=" CodeMirror-merge-r-deleted">(</span><span class="cm-string CodeMirror-merge-r-deleted">'irpp'</span>, <span class="cm-string">'201</span><span class="cm-string CodeMirror-merge-r-deleted">5</span><span class="cm-string">'</span>))</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'201</span><span class="cm-string CodeMirror-merge-r-inserted">4</span><span class="cm-string">'</span>))</span></pre><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 16.8125px; min-width: 1px;"></div></div></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[0.]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output deleted</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ True]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">The 2016 and 2014 is equal to zero !</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 95px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">**WARNING** : this demonstration shows the necessity of being aware over which period the scenario has been filled.</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">A good rule of thumb is to keep computations on the year of the simulation (except if you really know what you are doing).</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 95px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 125px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>11</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">**WARNING** : this demonstration shows the necessity of being aware over which kind of period each measure you want to compute is based on.</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">### How to know the definition period of a variable</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>11</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 34px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">### How to know the definition period of a variable</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h1 id="Solutions">Solutions<a target="_self" href="#Solutions" class="jp-InternalAnchorLink">¶</a></h1>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>Specific period calls insure that no errors are made by the user.<br>If a annual based variable is asked to be computed monthly, the software returns an error.</p>
 <p>But there is solutions to get the result of a given variable on another kind of period, a annual based variable over a month for example.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Calculate_add-%3A-small-to-larger-period">Calculate_add : small to larger period<a target="_self" href="#Calculate_add-%3A-small-to-larger-period" class="jp-InternalAnchorLink">¶</a></h3>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>The calculate_add method has the same behavior as calculate, except that it sum all variables given their instant of calculus over a period lenght.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="4"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [9]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [9]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">"af"</span>, <span class="cm-string">"2015"</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">"af"</span>, <span class="cm-string">"2015"</span>)<span class=" CodeMirror-merge-r-inserted">)</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ 1559.88000488]
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[1559.88]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>This result is equivalent to do sum all monthly calculate over the period.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [10]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [10]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">annual_af</span> <span class="cm-operator">=</span> <span class="cm-number">0</span> <span class="cm-comment">#create annual_af equals to 0</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">for</span> <span class="cm-variable">month</span> <span class="cm-keyword">in</span> <span class="cm-builtin">range</span>(<span class="cm-number">1</span>,<span class="cm-number">13</span>): <span class="cm-comment"># [1,2,...,11,12]</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">annual_af</span> <span class="cm-operator">+=</span> <span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">"af"</span>, <span class="cm-string">'2015-{}'</span>.<span class="cm-property">format</span>(<span class="cm-variable">month</span>)) <span class="cm-comment">#add recursively af for all month in 2014</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [11]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [11]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable">annual_af</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable">annual_af</span><span class=" CodeMirror-merge-r-inserted">)</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ 1559.88000488]
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[1559.88]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>We thus see that annual_af is equal to simulation.calculate_add('af', "2014").</p>
 <p>We can test that :</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [12]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [12]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span>,<span class="cm-string">'2015'</span>) <span class="cm-operator">==</span> <span class="cm-variable">annual_af</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span>,<span class="cm-string">'2015'</span>) <span class="cm-operator">==</span> <span class="cm-variable">annual_af</span><span class=" CodeMirror-merge-r-inserted">)</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs unchanged<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-unchanged jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ True]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Calculate_divide-%3A-large-to-smaller-period">Calculate_divide : large to smaller period<a target="_self" href="#Calculate_divide-%3A-large-to-smaller-period" class="jp-InternalAnchorLink">¶</a></h3>
 </div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Diff-addedchunk"></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [13]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_divide</span>(<span class="cm-string">"irpp"</span>, <span class="cm-string">"2015-01"</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="display: block; bottom: 0px;"><div style="min-width: 1px; height: 36px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-outputsContainer jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-200.04400635], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [14]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [13]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">"irpp"</span>, <span class="cm-string">"2015"</span>)<span class="cm-operator CodeMirror-merge-r-deleted">/</span><span class="cm-number CodeMirror-merge-r-deleted">12</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span><span class="cm-property CodeMirror-merge-r-inserted">_divide</span>(<span class="cm-string">"irpp"</span>, <span class="cm-string">"2015</span><span class="cm-string CodeMirror-merge-r-inserted">-01</span><span class="cm-string">"</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-200.04400635], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-200.044], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Be warned, when a variable is calculated on a monthly basis with calculate_divide (or add), the result is stored in cache.</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Now you can do :</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [15]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [14]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string CodeMirror-merge-r-deleted">'</span><span class="cm-string">irpp</span><span class="cm-string CodeMirror-merge-r-deleted">'</span>, <span class="cm-string CodeMirror-merge-r-deleted">'</span><span class="cm-string">2015</span><span class="cm-string CodeMirror-merge-r-deleted">-0</span><span class="cm-string">1</span><span class="cm-string CodeMirror-merge-r-deleted">'</span><span class=" CodeMirror-merge-r-deleted">)</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string CodeMirror-merge-r-inserted">"</span><span class="cm-string">irpp</span><span class="cm-string CodeMirror-merge-r-inserted">"</span>, <span class="cm-string CodeMirror-merge-r-inserted">"</span><span class="cm-string">2015</span><span class="cm-string CodeMirror-merge-r-inserted">"</span><span class=" CodeMirror-merge-r-inserted">)</span><span class="cm-operator CodeMirror-merge-r-inserted">/</span><span class="cm-number">1</span><span class="cm-number CodeMirror-merge-r-inserted">2</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-200.04400635], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-200.044], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Calculate_add_divide">Calculate_add_divide<a target="_self" href="#Calculate_add_divide" class="jp-InternalAnchorLink">¶</a></h3>
 <p>Some variables are not constant over the year but you might want it as an average value for each month.</p>
 <p>For exemple variable <code>'ars'</code> (allocation de rentrée scolaire), is computed only in september. To smooth it over the year, we must use calculate_add_divide. It will simply sum it over a given period, and then divide it over sub-periods of that period.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [37]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [15]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'ars'</span>, <span class="cm-string">'2014'</span>)<span class="cm-operator">/</span><span class="cm-number">12</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 65.20347595], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([65.203476], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [17]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [16]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add_divide</span>(<span class="cm-string">'ars'</span>, <span class="cm-string">"2014-08"</span>)</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stderr"><pre><span class="ansi-red-fg">---------------------------------------------------------------------------</span>
 <span class="ansi-red-fg">AttributeError</span>                            Traceback (most recent call last)
 <span class="ansi-green-fg">&lt;ipython-input-16-aac3007ef327&gt;</span> in <span class="ansi-cyan-fg">&lt;module&gt;</span><span class="ansi-blue-fg">()</span>
 <span class="ansi-green-fg">----&gt; 1</span><span class="ansi-red-fg"> </span>simulation<span class="ansi-blue-fg">.</span>calculate_add_divide<span class="ansi-blue-fg">(</span><span class="ansi-blue-fg">'ars'</span><span class="ansi-blue-fg">,</span> <span class="ansi-blue-fg">"2014-08"</span><span class="ansi-blue-fg">)</span>

 <span class="ansi-red-fg">AttributeError</span>: 'Simulation' object has no attribute 'calculate_add_divide'</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stderr</span></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output deleted</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 49.92318344], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">What does add_divide do ?</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Que fait add_divide ?</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [32]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [17]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation</span>.<span class="cm-property">compute_add_divide</span><span class="cm-error">??</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-added jp-Diff-outputPanel"><div class="p-Widget jp-Diff-label">Output added</div><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>Object `simulation.compute_add_divide` not found.
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h1 id="The-Concept-of-Period">The Concept of Period<a target="_self" href="#The-Concept-of-Period" class="jp-InternalAnchorLink">¶</a></h1>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>We can also use more exotic period by using the class periods.   </p>
 <p>Actually when we do : <code>simulation.calculate('irpp','2015')</code>, the '2015' string is converted into an object period.  </p>
 <p>A more explicit way to do this, is :  <code>simulation.calculate('irpp', periods.period('2015'))</code></p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="2"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [20]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [18]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-keyword">from</span> <span class="cm-variable">openfisca_core</span> <span class="cm-keyword">import</span> <span class="cm-variable">periods</span> <span class="cm-comment"># OpenFisca_core is the architecture of OpenFisca</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">periods</span>.<span class="cm-property">period</span>(<span class="cm-string">'2015'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>Period((u'year', Instant((2015, 1, 1)), 1))</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>Period(('year', Instant((2015, 1, 1)), 1))</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [21]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [19]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-variable">periods</span>.<span class="cm-property">period</span>(<span class="cm-string">'2015'</span>)))</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-variable">periods</span>.<span class="cm-property">period</span>(<span class="cm-string">'2015'</span>))<span class="cm-operator">==</span> <span class="cm-variable">simulation</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-number">2015</span>))</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[-2400.52807617]
 [ True]
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[-2400.528]
 [ True]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Definition">Definition<a target="_self" href="#Definition" class="jp-InternalAnchorLink">¶</a></h3>
 <p>We can look at periods docstring to understand how it works :</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [22]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [20]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable">periods</span>.<span class="cm-property">period</span>.<span class="cm-property">__doc__</span>[: <span class="cm-number">280</span>] <span class="cm-comment">#periods.period? would also display the help, suppress the brackets to get full doc</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable">periods</span>.<span class="cm-property">period</span>.<span class="cm-property">__doc__</span>[: <span class="cm-number">280</span>]<span class=" CodeMirror-merge-r-inserted">)</span> <span class="cm-comment">#periods.period? would also display the help, suppress the brackets to get full doc</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>Return a new period, aka a triple (unit, start_instant, size).

    &gt;&gt;&gt; period(u'2014')
    Period((u'year', Instant((2014, 1, 1)), 1))
    &gt;&gt;&gt; period(u'2014:2')
    Period((u'year', Instant((2014, 1, 1)), 2))
    &gt;&gt;&gt; period(u'2014-2')
    Period((u'month', Instant((2014, 2, 1)),
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>Return a new period, aka a triple (unit, start_instant, size).

    &gt;&gt;&gt; period('2014')
    Period((YEAR, Instant((2014, 1, 1)), 1))
    &gt;&gt;&gt; period('year:2014')
    Period((YEAR, Instant((2014, 1, 1)), 1))

    &gt;&gt;&gt; period('2014-2')
    Period((MONTH, Instant((2014, 2, 1)), 1))
   
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>A <em>period</em> is constituted of three parameters:</p>
 <ul>
 <li>A unit : day, month and year</li>
 <li>A start instant : the date at which it starts</li>
 <li>And a size : the number of unit </li>
 </ul>
 <p>periods.period('day','2014-03-01', 32) would be a period going from the first of March to the first of april</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Computing-over-several-months">Computing over several months<a target="_self" href="#Computing-over-several-months" class="jp-InternalAnchorLink">¶</a></h3>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>If we want to calculate the 'allocation familiales' from the April to July.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="3"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [23]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [21]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">af_march_to_july</span> <span class="cm-operator">=</span> <span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span> ,<span class="cm-variable">periods</span>.<span class="cm-property">period</span>(<span class="cm-string CodeMirror-merge-r-deleted">'</span><span class="cm-string">month</span><span class="cm-string CodeMirror-merge-r-deleted">'</span><span class=" CodeMirror-merge-r-deleted">, </span><span class="cm-string CodeMirror-merge-r-deleted">'</span><span class="cm-string">2015-04</span><span class="cm-string CodeMirror-merge-r-deleted">'</span><span class=" CodeMirror-merge-r-deleted">, </span><span class="cm-number">4</span>))</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-deleted"> </span><span class="cm-variable">af_march_to_july</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">af_march_to_july</span> <span class="cm-operator">=</span> <span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span> ,<span class="cm-variable">periods</span>.<span class="cm-property">period</span>(<span class="cm-string CodeMirror-merge-r-inserted">"</span><span class="cm-string">month</span><span class="cm-string CodeMirror-merge-r-inserted">:</span><span class="cm-string">2015-04</span><span class="cm-string CodeMirror-merge-r-inserted">:</span><span class="cm-string">4</span><span class="cm-string CodeMirror-merge-r-inserted">"</span>))</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span><span class=" CodeMirror-merge-r-inserted">(</span><span class="cm-variable">af_march_to_july</span><span class=" CodeMirror-merge-r-inserted">)</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ 519.96002197]
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[519.96]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">See how to manipulate extensively periods and instant in http://openfisca.org/doc/coding-the-legislation/35_periods.html</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>5</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">A simplificated version of period declaration exists with the symbol: `":"`.</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">`year-month:n` means n months beginning at the month, year.</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;">Example with `af_march_to_july`:</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-deleted"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [24]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">af_march_to_july</span> <span class="cm-operator">=</span> <span class="cm-variable">simulation</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span> ,<span class="cm-string">'2015-04:4'</span>)</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span> <span class="cm-variable">af_march_to_july</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-deleted" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="display: block; bottom: 0px;"><div style="min-width: 1px; height: 36px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-outputsContainer jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-Diff-deleted jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[ 519.96002197]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Computing-over-several-years-with-identique-scenario">Computing over several years with identique scenario<a target="_self" href="#Computing-over-several-years-with-identique-scenario" class="jp-InternalAnchorLink">¶</a></h3>
 <p>Computing over several years needs to rethink how we've declared the scenario:<br>the starting scenario has, as <code>period</code>, one year, <code>2015</code>, so it won't be able to compute anything outside this time interval.</p>
 <p>The idea is to change the period over which the scenario applies, using the syntax shown previously.  </p>
 <p>*<em>WARNING : handling the stretching of values *</em><br>Doing that defines the other variables for the entire time interval including their values.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [25]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [22]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 146px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>14</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment">#we have to give a new scenario</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-string">'2014:3'</span>, <span class="cm-comment"># it means three years starting in 2014</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">date_naissance</span> <span class="cm-operator">=</span> <span class="cm-number">1975</span>,</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 146px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 176px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 146px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>14</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-comment">#we have to give a new scenario</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-string">'</span><span class="cm-string CodeMirror-merge-r-inserted">year:</span><span class="cm-string">2014:3'</span>, <span class="cm-comment"># it means three years starting in 2014</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">date_naissance</span> <span class="cm-operator">=</span> <span class="cm-number">1975</span>,</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">7</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 146px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 176px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p><strong>WARNING : handling the age</strong><br>We've changed the variable <code>age</code> to <code>date_naissance</code> in order that the individuals get older. If we've kept the <code>age</code> they would have the same age for the entire period.</p>
 <p>Now we can compute the <code>irpp</code> with the function previously used : <code>calculate_add</code></p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [26]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [23]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2014:2'</span>) <span class="cm-comment"># for 2014 and 2015</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'</span><span class="cm-string CodeMirror-merge-r-inserted">year:</span><span class="cm-string">2014:2'</span>) <span class="cm-comment"># for 2014 and 2015</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-4813.68652344], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-4813.6865], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>It takes in consideration the legislation change between the two years.<br>Therefore it equals the sum of <code>irpp</code> for each year but not the double of <code>irpp</code> for one year.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [27]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [24]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2015'</span>) <span class="cm-operator">+</span> <span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2014'</span>))</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-builtin">print</span>(<span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2014'</span>)<span class="cm-operator">*</span><span class="cm-number">2</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[-4813.68652344]
 [-4826.31738281]
 </pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="application/vnd.jupyter.stdout"><pre>[-4813.6865]
 [-4826.3174]
 </pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">application/vnd.jupyter.stdout</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p>These formulas are still working for variables defined on a monthly basis.</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [28]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [25]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'2015:2'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'af'</span>, <span class="cm-string">'</span><span class="cm-string CodeMirror-merge-r-inserted">year:</span><span class="cm-string">2015:2'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([ 4616.37402344], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([4616.374], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><h3 id="Computing-over-several-years-changing-scenario">Computing over several years changing scenario<a target="_self" href="#Computing-over-several-years-changing-scenario" class="jp-InternalAnchorLink">¶</a></h3>
 <p>You might want to make evolve some given values over the years.</p>
 <p>The tool for it will be to use a Python dictionnary.</p>
 <p>For example, if you want to give a wage evolution :</p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [29]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [26]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>13</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-string">'2014:3'</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">date_naissance</span> <span class="cm-operator">=</span> <span class="cm-number">1975</span>,</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 112px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>13</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation" style=""><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span> <span class="cm-operator">=</span> <span class="cm-variable">tax_benefit_system</span>.<span class="cm-property">new_scenario</span>()</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">scenario_over_years</span>.<span class="cm-property">init_single_entity</span>(</span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">period</span> <span class="cm-operator">=</span> <span class="cm-string">'</span><span class="cm-string CodeMirror-merge-r-inserted">year:</span><span class="cm-string">2014:3'</span>,</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">4</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp;<span class="cm-variable">parent1</span> <span class="cm-operator">=</span> <span class="cm-builtin">dict</span>(</span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">5</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"> &nbsp; &nbsp; &nbsp; &nbsp;<span class="cm-variable">date_naissance</span> <span class="cm-operator">=</span> <span class="cm-number">1975</span>,</span></pre></div><div class="CodeMirror-merge-collapsed-line" style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">6</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="CodeMirror-widget" role="presentation" cm-ignore-events="true"><span class="CodeMirror-merge-collapsed-widget" ></span></span><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 112px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 142px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [30]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [27]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'2014:3'</span>) <span class="cm-comment"># for 2014, 2015 and 2016</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-variable">simulation_over_years</span>.<span class="cm-property">calculate_add</span>(<span class="cm-string">'irpp'</span>, <span class="cm-string">'</span><span class="cm-string CodeMirror-merge-r-inserted">year:</span><span class="cm-string">2014:3'</span>) <span class="cm-comment"># for 2014, 2015 and 2016</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-opened"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-opened"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-twoway jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-7376.67675781], dtype=float32)</pre></div></div><div class="p-Widget p-Panel jp-Diff-remote"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>array([-7362.9565], dtype=float32)</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><span class="p-Widget">text/plain</span></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [ ]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": true</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-unchanged"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget jp-RenderedHTMLCommon jp-RenderedMarkdown" data-mime-type="text/markdown"><p><em>Command line to get the Notebook's Table of Contents:</em></p>
 </div></div></div><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-twoway" data-nbdime-ncellshiddenbefore="1"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1; margin-right: 4px;">In [31]:</div><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [28]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-unchanged" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 44px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>2</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-operator">%%</span><span class="cm-variable">javascript</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class="cm-error">$</span>.<span class="cm-property">getScript</span>(<span class="cm-string">'https://kmahelona.github.io/ipython_notebook_goodies/ipython_notebook_toc.js'</span>)</span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 44px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 74px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-2pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 61px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk CodeMirror-merge-r-chunk-start CodeMirror-merge-r-chunk-end CodeMirror-linebackground"></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-merge-r-deleted">  "collapsed": false</span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 61px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 91px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-gap p-Widget"><div class="CodeMirror-merge-scrolllock-wrap"><div class="CodeMirror-merge-scrolllock" title="Toggle locked scrolling">⇛⇚</div></div></div><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-remote" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 5px; left: 43px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="bottom: 0px; width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; padding-right: 0px; padding-bottom: 0px; margin-bottom: 0px; border-right-width: 30px; min-height: 78px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>3</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">{</span></span></pre></div><div class="" style="position: relative;"><div class="CodeMirror-merge-r-chunk-end-empty CodeMirror-merge-r-chunk-start CodeMirror-linebackground"></div><div class="CodeMirror-linewidget" cm-ignore-events="true"><div class="CodeMirror-merge-spacer" style="height: 17px; min-width: 1px;"></div></div><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">2</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">3</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span class=" CodeMirror-matchingbracket">}</span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 78px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 108px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-outputs"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Outputs unchanged<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel jp-Diff-outputsContainer"><div class="p-Widget p-Panel jp-Diff-trustCandidate jp-Diff-unchanged jp-Diff-outputPanel"><div class="p-Widget"><div class="p-Widget p-Panel jp-Diff-base"><div class="p-Widget jp-RenderedText jp-Diff-renderedOutput" data-mime-type="text/plain"><pre>&lt;IPython.core.display.Javascript object&gt;</pre></div></div></div><div class="p-Widget p-Panel jp-Diff-outputMenu"><button class="p-Widget jp-Diff-showOutputSourceButton">Show source</button><button class="p-Widget jp-Diff-trustOutputButton">Trust</button><select class="p-Widget jp-Diff-outputMimetypeSelect"><option value="application/javascript">application/javascript</option><option value="text/plain">text/plain</option></select></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-addremchunk"><div class="p-Widget p-Panel jp-Diff-addedchunk"><div class="p-Widget p-Panel jp-Cell-diff jp-Diff-added"><div class="p-Widget p-Panel jp-Cellrow-source"><div class="p-Widget p-Panel p-mod-left-to-right p-FlexPanel jp-Cellrow-executionCount" style="flex-wrap: nowrap;"><div class="p-Widget jp-InputPrompt p-FlexPanel-child" style="flex-grow: 1;">In [ ]:</div></div><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 6px; left: 44px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true" style="width: 18px; pointer-events: none;"><div style="min-width: 1px; height: 0px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true" style="height: 18px; pointer-events: auto;"><div style="height: 100%; min-height: 1px; width: 0px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 38px; margin-bottom: 0px; border-right-width: 30px; min-height: 27px; padding-right: 0px; padding-bottom: 0px;"><div style="position: relative; top: 0px;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><div class="CodeMirror-linenumber CodeMirror-gutter-elt"><div>1</div></div></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"><div class="CodeMirror-cursor" style="left: 0px; top: 0px; height: 17px;">&nbsp;</div></div><div class="CodeMirror-code" role="presentation"><div style="position: relative;"><div class="CodeMirror-gutter-wrapper" style="left: -38px;"><div class="CodeMirror-linenumber CodeMirror-gutter-elt" style="left: 0px; width: 21px;">1</div></div><pre class=" CodeMirror-line " role="presentation"><span role="presentation" style="padding-right: 0.1px;"><span cm-text=""></span></span></pre></div></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px; border-bottom: 0px solid transparent; top: 27px;"></div><div class="CodeMirror-gutters" style="left: 0px; height: 57px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 29px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div><div class="p-Widget p-Panel jp-CollapsiblePanel jp-Cellrow-metadata"><div class="p-Widget p-Panel jp-CollapsiblePanel-header">Metadata changed<button class="jp-CollapsiblePanel-header-icon jp-CollapsiblePanel-header-icon-closed"></button></div><div class="p-Widget p-Panel jp-CollapsiblePanel-container"><div class="p-Widget p-Panel jp-CollapsiblePanel-slider jp-CollapsiblePanel-closed"><div class="p-Widget p-Panel CodeMirror-merge CodeMirror-merge-1pane"><div class="p-Widget jp-CodeMirrorEditor jp-Editor CodeMirror-merge-pane CodeMirror-merge-pane-base CodeMirror-merge-pane-added" data-type="inline"><div class="CodeMirror jp-mod-readOnly cm-s-jupyter CodeMirror-wrap"><div style="overflow: hidden; position: relative; width: 3px; height: 0px; top: 0px; left: 0px;"><textarea autocorrect="off" autocapitalize="off" spellcheck="false" tabindex="0" style="position: absolute; bottom: -1em; padding: 0px; width: 1000px; height: 1em; outline: none;"></textarea></div><div class="CodeMirror-vscrollbar" tabindex="-1" cm-not-content="true"><div style="min-width: 1px;"></div></div><div class="CodeMirror-hscrollbar" tabindex="-1" cm-not-content="true"><div style="height: 100%; min-height: 1px;"></div></div><div class="CodeMirror-scrollbar-filler" cm-not-content="true"></div><div class="CodeMirror-gutter-filler" cm-not-content="true"></div><div class="CodeMirror-scroll" tabindex="-1"><div class="CodeMirror-sizer" style="margin-left: 0px;"><div style="position: relative;"><div class="CodeMirror-lines" role="presentation"><div role="presentation" style="position: relative; outline: none;"><div class="CodeMirror-measure"><pre><span>xxxxxxxxxx</span></pre></div><div class="CodeMirror-measure"></div><div style="position: relative; z-index: 1;"></div><div class="CodeMirror-cursors"></div><div class="CodeMirror-code" role="presentation"></div></div></div></div></div><div style="position: absolute; height: 30px; width: 1px;"></div><div class="CodeMirror-gutters" style="left: 0px;"><div class="CodeMirror-gutter CodeMirror-linenumbers" style="width: 1px;"></div></div></div></div></div><div class="CodeMirror-merge-clear p-Widget" style="height: 0px; clear: both;"></div></div></div></div></div></div></div><div class="p-Widget p-Panel jp-Diff-removedchunk"></div></div></div></div></div><script>
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