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Notes/Documents/Arbeit/IFN/Programmieren WiSe 24 25/Folien/4.NumPy_MatPlotLib_Lösungen.html

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<title>4.NumPy_MatPlotLib_Lösungen slides</title><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script><script type="module">
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--jp-icon-add-above: url(data:image/svg+xml;base64,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);
--jp-icon-add-below: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTQiIGhlaWdodD0iMTQiIHZpZXdCb3g9IjAgMCAxNCAxNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPGcgY2xpcC1wYXRoPSJ1cmwoI2NsaXAwXzEzN18xOTQ5OCkiPgo8cGF0aCBjbGFzcz0ianAtaWNvbjMiIGQ9Ik05LjI1IDEwLjA2OTNMNy4zNzUgMTAuMDY5M0w3LjM3NSA4LjE5NDM0QzcuMzc1IDcuOTg4MDkgNy4yMDYyNSA3LjgxOTM0IDcgNy44MTkzNEM2Ljc5Mzc1IDcuODE5MzQgNi42MjUgNy45ODgwOSA2LjYyNSA4LjE5NDM0TDYuNjI1IDEwLjA2OTNMNC43NSAxMC4wNjkzQzQuNTQzNzUgMTAuMDY5MyA0LjM3NSAxMC4yMzgxIDQuMzc1IDEwLjQ0NDNDNC4zNzUgMTAuNjUwNiA0LjU0Mzc1IDEwLjgxOTMgNC43NSAxMC44MTkzTDYuNjI1IDEwLjgxOTNMNi42MjUgMTIuNjk0M0M2LjYyNSAxMi45MDA2IDYuNzkzNzUgMTMuMDY5MyA3IDEzLjA2OTNDNy4yMDYyNSAxMy4wNjkzIDcuMzc1IDEyLjkwMDYgNy4zNzUgMTIuNjk0M0w3LjM3NSAxMC44MTkzTDkuMjUgMTAuODE5M0M5LjQ1NjI1IDEwLjgxOTMgOS42MjUgMTAuNjUwNiA5LjYyNSAxMC40NDQzQzkuNjI1IDEwLjIzODEgOS40NTYyNSAxMC4wNjkzIDkuMjUgMTAuMDY5M1oiIGZpbGw9IiM2MTYxNjEiIHN0cm9rZT0iIzYxNjE2MSIgc3Ryb2tlLXdpZHRoPSIwLjciLz4KPC9nPgo8cGF0aCBjbGFzcz0ianAtaWNvbjMiIGZpbGwtcnVsZT0iZXZlbm9kZCIgY2xpcC1ydWxlPSJldmVub2RkIiBkPSJNMi41IDUuNUwyLjUgMy41TDExLjUgMy41TDExLjUgNS41TDIuNSA1LjVaTTIgN0MxLjQ0NzcyIDcgMSA2LjU1MjI4IDEgNkwxIDNDMSAyLjQ0NzcyIDEuNDQ3NzIgMiAyIDJMMTIgMkMxMi41NTIzIDIgMTMgMi40NDc3MiAxMyAzTDEzIDZDMTMgNi41NTIyOSAxMi41NTIzIDcgMTIgN0wyIDdaIiBmaWxsPSIjNjE2MTYxIi8+CjxkZWZzPgo8Y2xpcFBhdGggaWQ9ImNsaXAwXzEzN18xOTQ5OCI+CjxyZWN0IGNsYXNzPSJqcC1pY29uMyIgd2lkdGg9IjYiIGhlaWdodD0iNiIgZmlsbD0id2hpdGUiIHRyYW5zZm9ybT0ibWF0cml4KDEgMS43NDg0NmUtMDcgMS43NDg0NmUtMDcgLTEgNCAxMy40NDQzKSIvPgo8L2NsaXBQYXRoPgo8L2RlZnM+Cjwvc3ZnPgo=);
--jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-bell: url(data:image/svg+xml;base64,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);
--jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
--jp-icon-bug: url(data:image/svg+xml;base64,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);
--jp-icon-build: url(data:image/svg+xml;base64,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);
--jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
--jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
--jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
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--jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
--jp-icon-regex: url(data:image/svg+xml;base64,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);
--jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
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--jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
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--jp-icon-toc: url(data:image/svg+xml;base64,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);
--jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K);
--jp-icon-trusted: url(data:image/svg+xml;base64,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);
--jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-users: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZlcnNpb249IjEuMSIgdmlld0JveD0iMCAwIDM2IDI0IiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgogPGcgY2xhc3M9ImpwLWljb24zIiB0cmFuc2Zvcm09Im1hdHJpeCgxLjczMjcgMCAwIDEuNzMyNyAtMy42MjgyIC4wOTk1NzcpIiBmaWxsPSIjNjE2MTYxIj4KICA8cGF0aCB0cmFuc2Zvcm09Im1hdHJpeCgxLjUsMCwwLDEuNSwwLC02KSIgZD0ibTEyLjE4NiA3LjUwOThjLTEuMDUzNSAwLTEuOTc1NyAwLjU2NjUtMi40Nzg1IDEuNDEwMiAwLjc1MDYxIDAuMzEyNzcgMS4zOTc0IDAuODI2NDggMS44NzMgMS40NzI3aDMuNDg2M2MwLTEuNTkyLTEuMjg4OS0yLjg4MjgtMi44ODA5LTIuODgyOHoiLz4KICA8cGF0aCBkPSJtMjAuNDY1IDIuMzg5NWEyLjE4ODUgMi4xODg1IDAgMCAxLTIuMTg4NCAyLjE4ODUgMi4xODg1IDIuMTg4NSAwIDAgMS0yLjE4ODUtMi4xODg1IDIuMTg4NSAyLjE4ODUgMCAwIDEgMi4xODg1LTIuMTg4NSAyLjE4ODUgMi4xODg1IDAgMCAxIDIuMTg4NCAyLjE4ODV6Ii8+CiAgPHBhdGggdHJhbnNmb3JtPSJtYXRyaXgoMS41LDAsMCwxLjUsMCwtNikiIGQ9Im0zLjU4OTggOC40MjE5Yy0xLjExMjYgMC0yLjAxMzcgMC45MDExMS0yLjAxMzcgMi4wMTM3aDIuODE0NWMwLjI2Nzk3LTAuMzczMDkgMC41OTA3LTAuNzA0MzUgMC45NTg5OC0wLjk3ODUyLTAuMzQ0MzMtMC42MTY4OC0xLjAwMzEtMS4wMzUyLTEuNzU5OC0xLjAzNTJ6Ii8+CiAgPHBhdGggZD0ibTYuOTE1NCA0LjYyM2ExLjUyOTQgMS41Mjk0IDAgMCAxLTEuNTI5NCAxLjUyOTQgMS41Mjk0IDEuNTI5NCAwIDAgMS0xLjUyOTQtMS41Mjk0IDEuNTI5NCAxLjUyOTQgMCAwIDEgMS41Mjk0LTEuNTI5NCAxLjUyOTQgMS41Mjk0IDAgMCAxIDEuNTI5NCAxLjUyOTR6Ii8+CiAgPHBhdGggZD0ibTYuMTM1IDEzLjUzNWMwLTMuMjM5MiAyLjYyNTktNS44NjUgNS44NjUtNS44NjUgMy4yMzkyIDAgNS44NjUgMi42MjU5IDUuODY1IDUuODY1eiIvPgogIDxjaXJjbGUgY3g9IjEyIiBjeT0iMy43Njg1IiByPSIyLjk2ODUiLz4KIDwvZz4KPC9zdmc+Cg==);
--jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
--jp-icon-word: url(data:image/svg+xml;base64,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);
--jp-icon-yaml: url(data:image/svg+xml;base64,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);
}
/* Icon CSS class declarations */
.jp-AddAboveIcon {
background-image: var(--jp-icon-add-above);
}
.jp-AddBelowIcon {
background-image: var(--jp-icon-add-below);
}
.jp-AddIcon {
background-image: var(--jp-icon-add);
}
.jp-BellIcon {
background-image: var(--jp-icon-bell);
}
.jp-BugDotIcon {
background-image: var(--jp-icon-bug-dot);
}
.jp-BugIcon {
background-image: var(--jp-icon-bug);
}
.jp-BuildIcon {
background-image: var(--jp-icon-build);
}
.jp-CaretDownEmptyIcon {
background-image: var(--jp-icon-caret-down-empty);
}
.jp-CaretDownEmptyThinIcon {
background-image: var(--jp-icon-caret-down-empty-thin);
}
.jp-CaretDownIcon {
background-image: var(--jp-icon-caret-down);
}
.jp-CaretLeftIcon {
background-image: var(--jp-icon-caret-left);
}
.jp-CaretRightIcon {
background-image: var(--jp-icon-caret-right);
}
.jp-CaretUpEmptyThinIcon {
background-image: var(--jp-icon-caret-up-empty-thin);
}
.jp-CaretUpIcon {
background-image: var(--jp-icon-caret-up);
}
.jp-CaseSensitiveIcon {
background-image: var(--jp-icon-case-sensitive);
}
.jp-CheckIcon {
background-image: var(--jp-icon-check);
}
.jp-CircleEmptyIcon {
background-image: var(--jp-icon-circle-empty);
}
.jp-CircleIcon {
background-image: var(--jp-icon-circle);
}
.jp-ClearIcon {
background-image: var(--jp-icon-clear);
}
.jp-CloseIcon {
background-image: var(--jp-icon-close);
}
.jp-CodeCheckIcon {
background-image: var(--jp-icon-code-check);
}
.jp-CodeIcon {
background-image: var(--jp-icon-code);
}
.jp-CollapseAllIcon {
background-image: var(--jp-icon-collapse-all);
}
.jp-ConsoleIcon {
background-image: var(--jp-icon-console);
}
.jp-CopyIcon {
background-image: var(--jp-icon-copy);
}
.jp-CopyrightIcon {
background-image: var(--jp-icon-copyright);
}
.jp-CutIcon {
background-image: var(--jp-icon-cut);
}
.jp-DeleteIcon {
background-image: var(--jp-icon-delete);
}
.jp-DownloadIcon {
background-image: var(--jp-icon-download);
}
.jp-DuplicateIcon {
background-image: var(--jp-icon-duplicate);
}
.jp-EditIcon {
background-image: var(--jp-icon-edit);
}
.jp-EllipsesIcon {
background-image: var(--jp-icon-ellipses);
}
.jp-ErrorIcon {
background-image: var(--jp-icon-error);
}
.jp-ExpandAllIcon {
background-image: var(--jp-icon-expand-all);
}
.jp-ExtensionIcon {
background-image: var(--jp-icon-extension);
}
.jp-FastForwardIcon {
background-image: var(--jp-icon-fast-forward);
}
.jp-FileIcon {
background-image: var(--jp-icon-file);
}
.jp-FileUploadIcon {
background-image: var(--jp-icon-file-upload);
}
.jp-FilterDotIcon {
background-image: var(--jp-icon-filter-dot);
}
.jp-FilterIcon {
background-image: var(--jp-icon-filter);
}
.jp-FilterListIcon {
background-image: var(--jp-icon-filter-list);
}
.jp-FolderFavoriteIcon {
background-image: var(--jp-icon-folder-favorite);
}
.jp-FolderIcon {
background-image: var(--jp-icon-folder);
}
.jp-HomeIcon {
background-image: var(--jp-icon-home);
}
.jp-Html5Icon {
background-image: var(--jp-icon-html5);
}
.jp-ImageIcon {
background-image: var(--jp-icon-image);
}
.jp-InfoIcon {
background-image: var(--jp-icon-info);
}
.jp-InspectorIcon {
background-image: var(--jp-icon-inspector);
}
.jp-JsonIcon {
background-image: var(--jp-icon-json);
}
.jp-JuliaIcon {
background-image: var(--jp-icon-julia);
}
.jp-JupyterFaviconIcon {
background-image: var(--jp-icon-jupyter-favicon);
}
.jp-JupyterIcon {
background-image: var(--jp-icon-jupyter);
}
.jp-JupyterlabWordmarkIcon {
background-image: var(--jp-icon-jupyterlab-wordmark);
}
.jp-KernelIcon {
background-image: var(--jp-icon-kernel);
}
.jp-KeyboardIcon {
background-image: var(--jp-icon-keyboard);
}
.jp-LaunchIcon {
background-image: var(--jp-icon-launch);
}
.jp-LauncherIcon {
background-image: var(--jp-icon-launcher);
}
.jp-LineFormIcon {
background-image: var(--jp-icon-line-form);
}
.jp-LinkIcon {
background-image: var(--jp-icon-link);
}
.jp-ListIcon {
background-image: var(--jp-icon-list);
}
.jp-MarkdownIcon {
background-image: var(--jp-icon-markdown);
}
.jp-MoveDownIcon {
background-image: var(--jp-icon-move-down);
}
.jp-MoveUpIcon {
background-image: var(--jp-icon-move-up);
}
.jp-NewFolderIcon {
background-image: var(--jp-icon-new-folder);
}
.jp-NotTrustedIcon {
background-image: var(--jp-icon-not-trusted);
}
.jp-NotebookIcon {
background-image: var(--jp-icon-notebook);
}
.jp-NumberingIcon {
background-image: var(--jp-icon-numbering);
}
.jp-OfflineBoltIcon {
background-image: var(--jp-icon-offline-bolt);
}
.jp-PaletteIcon {
background-image: var(--jp-icon-palette);
}
.jp-PasteIcon {
background-image: var(--jp-icon-paste);
}
.jp-PdfIcon {
background-image: var(--jp-icon-pdf);
}
.jp-PythonIcon {
background-image: var(--jp-icon-python);
}
.jp-RKernelIcon {
background-image: var(--jp-icon-r-kernel);
}
.jp-ReactIcon {
background-image: var(--jp-icon-react);
}
.jp-RedoIcon {
background-image: var(--jp-icon-redo);
}
.jp-RefreshIcon {
background-image: var(--jp-icon-refresh);
}
.jp-RegexIcon {
background-image: var(--jp-icon-regex);
}
.jp-RunIcon {
background-image: var(--jp-icon-run);
}
.jp-RunningIcon {
background-image: var(--jp-icon-running);
}
.jp-SaveIcon {
background-image: var(--jp-icon-save);
}
.jp-SearchIcon {
background-image: var(--jp-icon-search);
}
.jp-SettingsIcon {
background-image: var(--jp-icon-settings);
}
.jp-ShareIcon {
background-image: var(--jp-icon-share);
}
.jp-SpreadsheetIcon {
background-image: var(--jp-icon-spreadsheet);
}
.jp-StopIcon {
background-image: var(--jp-icon-stop);
}
.jp-TabIcon {
background-image: var(--jp-icon-tab);
}
.jp-TableRowsIcon {
background-image: var(--jp-icon-table-rows);
}
.jp-TagIcon {
background-image: var(--jp-icon-tag);
}
.jp-TerminalIcon {
background-image: var(--jp-icon-terminal);
}
.jp-TextEditorIcon {
background-image: var(--jp-icon-text-editor);
}
.jp-TocIcon {
background-image: var(--jp-icon-toc);
}
.jp-TreeViewIcon {
background-image: var(--jp-icon-tree-view);
}
.jp-TrustedIcon {
background-image: var(--jp-icon-trusted);
}
.jp-UndoIcon {
background-image: var(--jp-icon-undo);
}
.jp-UserIcon {
background-image: var(--jp-icon-user);
}
.jp-UsersIcon {
background-image: var(--jp-icon-users);
}
.jp-VegaIcon {
background-image: var(--jp-icon-vega);
}
.jp-WordIcon {
background-image: var(--jp-icon-word);
}
.jp-YamlIcon {
background-image: var(--jp-icon-yaml);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/**
* (DEPRECATED) Support for consuming icons as CSS background images
*/
.jp-Icon,
.jp-MaterialIcon {
background-position: center;
background-repeat: no-repeat;
background-size: 16px;
min-width: 16px;
min-height: 16px;
}
.jp-Icon-cover {
background-position: center;
background-repeat: no-repeat;
background-size: cover;
}
/**
* (DEPRECATED) Support for specific CSS icon sizes
*/
.jp-Icon-16 {
background-size: 16px;
min-width: 16px;
min-height: 16px;
}
.jp-Icon-18 {
background-size: 18px;
min-width: 18px;
min-height: 18px;
}
.jp-Icon-20 {
background-size: 20px;
min-width: 20px;
min-height: 20px;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.lm-TabBar .lm-TabBar-addButton {
align-items: center;
display: flex;
padding: 4px;
padding-bottom: 5px;
margin-right: 1px;
background-color: var(--jp-layout-color2);
}
.lm-TabBar .lm-TabBar-addButton:hover {
background-color: var(--jp-layout-color1);
}
.lm-DockPanel-tabBar .lm-TabBar-tab {
width: var(--jp-private-horizontal-tab-width);
}
.lm-DockPanel-tabBar .lm-TabBar-content {
flex: unset;
}
.lm-DockPanel-tabBar[data-orientation='horizontal'] {
flex: 1 1 auto;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/**
* Support for icons as inline SVG HTMLElements
*/
/* recolor the primary elements of an icon */
.jp-icon0[fill] {
fill: var(--jp-inverse-layout-color0);
}
.jp-icon1[fill] {
fill: var(--jp-inverse-layout-color1);
}
.jp-icon2[fill] {
fill: var(--jp-inverse-layout-color2);
}
.jp-icon3[fill] {
fill: var(--jp-inverse-layout-color3);
}
.jp-icon4[fill] {
fill: var(--jp-inverse-layout-color4);
}
.jp-icon0[stroke] {
stroke: var(--jp-inverse-layout-color0);
}
.jp-icon1[stroke] {
stroke: var(--jp-inverse-layout-color1);
}
.jp-icon2[stroke] {
stroke: var(--jp-inverse-layout-color2);
}
.jp-icon3[stroke] {
stroke: var(--jp-inverse-layout-color3);
}
.jp-icon4[stroke] {
stroke: var(--jp-inverse-layout-color4);
}
/* recolor the accent elements of an icon */
.jp-icon-accent0[fill] {
fill: var(--jp-layout-color0);
}
.jp-icon-accent1[fill] {
fill: var(--jp-layout-color1);
}
.jp-icon-accent2[fill] {
fill: var(--jp-layout-color2);
}
.jp-icon-accent3[fill] {
fill: var(--jp-layout-color3);
}
.jp-icon-accent4[fill] {
fill: var(--jp-layout-color4);
}
.jp-icon-accent0[stroke] {
stroke: var(--jp-layout-color0);
}
.jp-icon-accent1[stroke] {
stroke: var(--jp-layout-color1);
}
.jp-icon-accent2[stroke] {
stroke: var(--jp-layout-color2);
}
.jp-icon-accent3[stroke] {
stroke: var(--jp-layout-color3);
}
.jp-icon-accent4[stroke] {
stroke: var(--jp-layout-color4);
}
/* set the color of an icon to transparent */
.jp-icon-none[fill] {
fill: none;
}
.jp-icon-none[stroke] {
stroke: none;
}
/* brand icon colors. Same for light and dark */
.jp-icon-brand0[fill] {
fill: var(--jp-brand-color0);
}
.jp-icon-brand1[fill] {
fill: var(--jp-brand-color1);
}
.jp-icon-brand2[fill] {
fill: var(--jp-brand-color2);
}
.jp-icon-brand3[fill] {
fill: var(--jp-brand-color3);
}
.jp-icon-brand4[fill] {
fill: var(--jp-brand-color4);
}
.jp-icon-brand0[stroke] {
stroke: var(--jp-brand-color0);
}
.jp-icon-brand1[stroke] {
stroke: var(--jp-brand-color1);
}
.jp-icon-brand2[stroke] {
stroke: var(--jp-brand-color2);
}
.jp-icon-brand3[stroke] {
stroke: var(--jp-brand-color3);
}
.jp-icon-brand4[stroke] {
stroke: var(--jp-brand-color4);
}
/* warn icon colors. Same for light and dark */
.jp-icon-warn0[fill] {
fill: var(--jp-warn-color0);
}
.jp-icon-warn1[fill] {
fill: var(--jp-warn-color1);
}
.jp-icon-warn2[fill] {
fill: var(--jp-warn-color2);
}
.jp-icon-warn3[fill] {
fill: var(--jp-warn-color3);
}
.jp-icon-warn0[stroke] {
stroke: var(--jp-warn-color0);
}
.jp-icon-warn1[stroke] {
stroke: var(--jp-warn-color1);
}
.jp-icon-warn2[stroke] {
stroke: var(--jp-warn-color2);
}
.jp-icon-warn3[stroke] {
stroke: var(--jp-warn-color3);
}
/* icon colors that contrast well with each other and most backgrounds */
.jp-icon-contrast0[fill] {
fill: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[fill] {
fill: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[fill] {
fill: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[fill] {
fill: var(--jp-icon-contrast-color3);
}
.jp-icon-contrast0[stroke] {
stroke: var(--jp-icon-contrast-color0);
}
.jp-icon-contrast1[stroke] {
stroke: var(--jp-icon-contrast-color1);
}
.jp-icon-contrast2[stroke] {
stroke: var(--jp-icon-contrast-color2);
}
.jp-icon-contrast3[stroke] {
stroke: var(--jp-icon-contrast-color3);
}
.jp-icon-dot[fill] {
fill: var(--jp-warn-color0);
}
.jp-jupyter-icon-color[fill] {
fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));
}
.jp-notebook-icon-color[fill] {
fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));
}
.jp-json-icon-color[fill] {
fill: var(--jp-json-icon-color, var(--jp-warn-color1));
}
.jp-console-icon-color[fill] {
fill: var(--jp-console-icon-color, white);
}
.jp-console-icon-background-color[fill] {
fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));
}
.jp-terminal-icon-color[fill] {
fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));
}
.jp-terminal-icon-background-color[fill] {
fill: var(
--jp-terminal-icon-background-color,
var(--jp-inverse-layout-color2)
);
}
.jp-text-editor-icon-color[fill] {
fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3));
}
.jp-inspector-icon-color[fill] {
fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3));
}
/* CSS for icons in selected filebrowser listing items */
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
fill: #fff;
}
.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
fill: var(--jp-brand-color1);
}
/* stylelint-disable selector-max-class, selector-max-compound-selectors */
/**
* TODO: come up with non css-hack solution for showing the busy icon on top
* of the close icon
* CSS for complex behavior of close icon of tabs in the main area tabbar
*/
.lm-DockPanel-tabBar
.lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
> .lm-TabBar-tabCloseIcon
> :not(:hover)
> .jp-icon3[fill] {
fill: none;
}
.lm-DockPanel-tabBar
.lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
> .lm-TabBar-tabCloseIcon
> :not(:hover)
> .jp-icon-busy[fill] {
fill: var(--jp-inverse-layout-color3);
}
/* stylelint-enable selector-max-class, selector-max-compound-selectors */
/* CSS for icons in status bar */
#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
fill: #fff;
}
#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
fill: var(--jp-brand-color1);
}
/* special handling for splash icon CSS. While the theme CSS reloads during
splash, the splash icon can loose theming. To prevent that, we set a
default for its color variable */
:root {
--jp-warn-color0: var(--md-orange-700);
}
/* not sure what to do with this one, used in filebrowser listing */
.jp-DragIcon {
margin-right: 4px;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/**
* Support for alt colors for icons as inline SVG HTMLElements
*/
/* alt recolor the primary elements of an icon */
.jp-icon-alt .jp-icon0[fill] {
fill: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[fill] {
fill: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[fill] {
fill: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[fill] {
fill: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[fill] {
fill: var(--jp-layout-color4);
}
.jp-icon-alt .jp-icon0[stroke] {
stroke: var(--jp-layout-color0);
}
.jp-icon-alt .jp-icon1[stroke] {
stroke: var(--jp-layout-color1);
}
.jp-icon-alt .jp-icon2[stroke] {
stroke: var(--jp-layout-color2);
}
.jp-icon-alt .jp-icon3[stroke] {
stroke: var(--jp-layout-color3);
}
.jp-icon-alt .jp-icon4[stroke] {
stroke: var(--jp-layout-color4);
}
/* alt recolor the accent elements of an icon */
.jp-icon-alt .jp-icon-accent0[fill] {
fill: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[fill] {
fill: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[fill] {
fill: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[fill] {
fill: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[fill] {
fill: var(--jp-inverse-layout-color4);
}
.jp-icon-alt .jp-icon-accent0[stroke] {
stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-alt .jp-icon-accent1[stroke] {
stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-alt .jp-icon-accent2[stroke] {
stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-alt .jp-icon-accent3[stroke] {
stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-alt .jp-icon-accent4[stroke] {
stroke: var(--jp-inverse-layout-color4);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content {
display: none !important;
}
/**
* Support for hover colors for icons as inline SVG HTMLElements
*/
/**
* regular colors
*/
/* recolor the primary elements of an icon */
.jp-icon-hover :hover .jp-icon0-hover[fill] {
fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[fill] {
fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[fill] {
fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[fill] {
fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[fill] {
fill: var(--jp-inverse-layout-color4);
}
.jp-icon-hover :hover .jp-icon0-hover[stroke] {
stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover :hover .jp-icon1-hover[stroke] {
stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover :hover .jp-icon2-hover[stroke] {
stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover :hover .jp-icon3-hover[stroke] {
stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover :hover .jp-icon4-hover[stroke] {
stroke: var(--jp-inverse-layout-color4);
}
/* recolor the accent elements of an icon */
.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
fill: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
fill: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
fill: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
fill: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
fill: var(--jp-layout-color4);
}
.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
stroke: var(--jp-layout-color0);
}
.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
stroke: var(--jp-layout-color1);
}
.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
stroke: var(--jp-layout-color2);
}
.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
stroke: var(--jp-layout-color3);
}
.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
stroke: var(--jp-layout-color4);
}
/* set the color of an icon to transparent */
.jp-icon-hover :hover .jp-icon-none-hover[fill] {
fill: none;
}
.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
stroke: none;
}
/**
* inverse colors
*/
/* inverse recolor the primary elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
fill: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
fill: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
fill: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
fill: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
fill: var(--jp-layout-color4);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
stroke: var(--jp-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
stroke: var(--jp-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
stroke: var(--jp-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
stroke: var(--jp-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
stroke: var(--jp-layout-color4);
}
/* inverse recolor the accent elements of an icon */
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
fill: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
fill: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
fill: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
fill: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
fill: var(--jp-inverse-layout-color4);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
stroke: var(--jp-inverse-layout-color0);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
stroke: var(--jp-inverse-layout-color1);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
stroke: var(--jp-inverse-layout-color2);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
stroke: var(--jp-inverse-layout-color3);
}
.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
stroke: var(--jp-inverse-layout-color4);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-IFrame {
width: 100%;
height: 100%;
}
.jp-IFrame > iframe {
border: none;
}
/*
When drag events occur, `lm-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-IFrame {
position: relative;
}
body.lm-mod-override-cursor .jp-IFrame::before {
content: '';
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
background: transparent;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-HoverBox {
position: fixed;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-FormGroup-content fieldset {
border: none;
padding: 0;
min-width: 0;
width: 100%;
}
/* stylelint-disable selector-max-type */
.jp-FormGroup-content fieldset .jp-inputFieldWrapper input,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper select,
.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea {
font-size: var(--jp-content-font-size2);
border-color: var(--jp-input-border-color);
border-style: solid;
border-radius: var(--jp-border-radius);
border-width: 1px;
padding: 6px 8px;
background: none;
color: var(--jp-ui-font-color0);
height: inherit;
}
.jp-FormGroup-content fieldset input[type='checkbox'] {
position: relative;
top: 2px;
margin-left: 0;
}
.jp-FormGroup-content button.jp-mod-styled {
cursor: pointer;
}
.jp-FormGroup-content .checkbox label {
cursor: pointer;
font-size: var(--jp-content-font-size1);
}
.jp-FormGroup-content .jp-root > fieldset > legend {
display: none;
}
.jp-FormGroup-content .jp-root > fieldset > p {
display: none;
}
/** copy of `input.jp-mod-styled:focus` style */
.jp-FormGroup-content fieldset input:focus,
.jp-FormGroup-content fieldset select:focus {
-moz-outline-radius: unset;
outline: var(--jp-border-width) solid var(--md-blue-500);
outline-offset: -1px;
box-shadow: inset 0 0 4px var(--md-blue-300);
}
.jp-FormGroup-content fieldset input:hover:not(:focus),
.jp-FormGroup-content fieldset select:hover:not(:focus) {
background-color: var(--jp-border-color2);
}
/* stylelint-enable selector-max-type */
.jp-FormGroup-content .checkbox .field-description {
/* Disable default description field for checkbox:
because other widgets do not have description fields,
we add descriptions to each widget on the field level.
*/
display: none;
}
.jp-FormGroup-content #root__description {
display: none;
}
.jp-FormGroup-content .jp-modifiedIndicator {
width: 5px;
background-color: var(--jp-brand-color2);
margin-top: 0;
margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1);
flex-shrink: 0;
}
.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator {
background-color: var(--jp-error-color0);
margin-right: 0.5em;
}
/* RJSF ARRAY style */
.jp-arrayFieldWrapper legend {
font-size: var(--jp-content-font-size2);
color: var(--jp-ui-font-color0);
flex-basis: 100%;
padding: 4px 0;
font-weight: var(--jp-content-heading-font-weight);
border-bottom: 1px solid var(--jp-border-color2);
}
.jp-arrayFieldWrapper .field-description {
padding: 4px 0;
white-space: pre-wrap;
}
.jp-arrayFieldWrapper .array-item {
width: 100%;
border: 1px solid var(--jp-border-color2);
border-radius: 4px;
margin: 4px;
}
.jp-ArrayOperations {
display: flex;
margin-left: 8px;
}
.jp-ArrayOperationsButton {
margin: 2px;
}
.jp-ArrayOperationsButton .jp-icon3[fill] {
fill: var(--jp-ui-font-color0);
}
button.jp-ArrayOperationsButton.jp-mod-styled:disabled {
cursor: not-allowed;
opacity: 0.5;
}
/* RJSF form validation error */
.jp-FormGroup-content .validationErrors {
color: var(--jp-error-color0);
}
/* Hide panel level error as duplicated the field level error */
.jp-FormGroup-content .panel.errors {
display: none;
}
/* RJSF normal content (settings-editor) */
.jp-FormGroup-contentNormal {
display: flex;
align-items: center;
flex-wrap: wrap;
}
.jp-FormGroup-contentNormal .jp-FormGroup-contentItem {
margin-left: 7px;
color: var(--jp-ui-font-color0);
}
.jp-FormGroup-contentNormal .jp-FormGroup-description {
flex-basis: 100%;
padding: 4px 7px;
}
.jp-FormGroup-contentNormal .jp-FormGroup-default {
flex-basis: 100%;
padding: 4px 7px;
}
.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel {
font-size: var(--jp-content-font-size1);
font-weight: normal;
min-width: 120px;
}
.jp-FormGroup-contentNormal fieldset:not(:first-child) {
margin-left: 7px;
}
.jp-FormGroup-contentNormal .field-array-of-string .array-item {
/* Display `jp-ArrayOperations` buttons side-by-side with content except
for small screens where flex-wrap will place them one below the other.
*/
display: flex;
align-items: center;
flex-wrap: wrap;
}
.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group {
padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
margin-top: 2px;
}
/* RJSF compact content (metadata-form) */
.jp-FormGroup-content.jp-FormGroup-contentCompact {
width: 100%;
}
.jp-FormGroup-contentCompact .form-group {
display: flex;
padding: 0.5em 0.2em 0.5em 0;
}
.jp-FormGroup-contentCompact
.jp-FormGroup-compactTitle
.jp-FormGroup-description {
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color2);
}
.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel {
padding-bottom: 0.3em;
}
.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control {
width: 100%;
box-sizing: border-box;
}
.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle {
padding-bottom: 7px;
}
.jp-FormGroup-contentCompact
.jp-objectFieldWrapper
.jp-objectFieldWrapper
.form-group {
padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
margin-top: 2px;
}
.jp-FormGroup-contentCompact ul.error-detail {
margin-block-start: 0.5em;
margin-block-end: 0.5em;
padding-inline-start: 1em;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-SidePanel {
display: flex;
flex-direction: column;
min-width: var(--jp-sidebar-min-width);
overflow-y: auto;
color: var(--jp-ui-font-color1);
background: var(--jp-layout-color1);
font-size: var(--jp-ui-font-size1);
}
.jp-SidePanel-header {
flex: 0 0 auto;
display: flex;
border-bottom: var(--jp-border-width) solid var(--jp-border-color2);
font-size: var(--jp-ui-font-size0);
font-weight: 600;
letter-spacing: 1px;
margin: 0;
padding: 2px;
text-transform: uppercase;
}
.jp-SidePanel-toolbar {
flex: 0 0 auto;
}
.jp-SidePanel-content {
flex: 1 1 auto;
}
.jp-SidePanel-toolbar,
.jp-AccordionPanel-toolbar {
height: var(--jp-private-toolbar-height);
}
.jp-SidePanel-toolbar.jp-Toolbar-micro {
display: none;
}
.lm-AccordionPanel .jp-AccordionPanel-title {
box-sizing: border-box;
line-height: 25px;
margin: 0;
display: flex;
align-items: center;
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
box-shadow: var(--jp-toolbar-box-shadow);
font-size: var(--jp-ui-font-size0);
}
.jp-AccordionPanel-title {
cursor: pointer;
user-select: none;
-moz-user-select: none;
-webkit-user-select: none;
text-transform: uppercase;
}
.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title {
/* Title is rotated for horizontal accordion panel using CSS */
display: block;
transform-origin: top left;
transform: rotate(-90deg) translate(-100%);
}
.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel {
user-select: none;
text-overflow: ellipsis;
white-space: nowrap;
overflow: hidden;
}
.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser {
transform: rotate(-90deg);
margin: auto 0;
height: 16px;
}
.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser {
transform: rotate(0deg);
}
.lm-AccordionPanel .jp-AccordionPanel-toolbar {
background: none;
box-shadow: none;
border: none;
margin-left: auto;
}
.lm-AccordionPanel .lm-SplitPanel-handle:hover {
background: var(--jp-layout-color3);
}
.jp-text-truncated {
overflow: hidden;
text-overflow: ellipsis;
white-space: nowrap;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-Spinner {
position: absolute;
display: flex;
justify-content: center;
align-items: center;
z-index: 10;
left: 0;
top: 0;
width: 100%;
height: 100%;
background: var(--jp-layout-color0);
outline: none;
}
.jp-SpinnerContent {
font-size: 10px;
margin: 50px auto;
text-indent: -9999em;
width: 3em;
height: 3em;
border-radius: 50%;
background: var(--jp-brand-color3);
background: linear-gradient(
to right,
#f37626 10%,
rgba(255, 255, 255, 0) 42%
);
position: relative;
animation: load3 1s infinite linear, fadeIn 1s;
}
.jp-SpinnerContent::before {
width: 50%;
height: 50%;
background: #f37626;
border-radius: 100% 0 0;
position: absolute;
top: 0;
left: 0;
content: '';
}
.jp-SpinnerContent::after {
background: var(--jp-layout-color0);
width: 75%;
height: 75%;
border-radius: 50%;
content: '';
margin: auto;
position: absolute;
top: 0;
left: 0;
bottom: 0;
right: 0;
}
@keyframes fadeIn {
0% {
opacity: 0;
}
100% {
opacity: 1;
}
}
@keyframes load3 {
0% {
transform: rotate(0deg);
}
100% {
transform: rotate(360deg);
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
button.jp-mod-styled {
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color0);
border: none;
box-sizing: border-box;
text-align: center;
line-height: 32px;
height: 32px;
padding: 0 12px;
letter-spacing: 0.8px;
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
}
input.jp-mod-styled {
background: var(--jp-input-background);
height: 28px;
box-sizing: border-box;
border: var(--jp-border-width) solid var(--jp-border-color1);
padding-left: 7px;
padding-right: 7px;
font-size: var(--jp-ui-font-size2);
color: var(--jp-ui-font-color0);
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
}
input[type='checkbox'].jp-mod-styled {
appearance: checkbox;
-webkit-appearance: checkbox;
-moz-appearance: checkbox;
height: auto;
}
input.jp-mod-styled:focus {
border: var(--jp-border-width) solid var(--md-blue-500);
box-shadow: inset 0 0 4px var(--md-blue-300);
}
.jp-select-wrapper {
display: flex;
position: relative;
flex-direction: column;
padding: 1px;
background-color: var(--jp-layout-color1);
box-sizing: border-box;
margin-bottom: 12px;
}
.jp-select-wrapper:not(.multiple) {
height: 28px;
}
.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
border: var(--jp-border-width) solid var(--jp-input-active-border-color);
box-shadow: var(--jp-input-box-shadow);
background-color: var(--jp-input-active-background);
}
select.jp-mod-styled:hover {
cursor: pointer;
color: var(--jp-ui-font-color0);
background-color: var(--jp-input-hover-background);
box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5);
}
select.jp-mod-styled {
flex: 1 1 auto;
width: 100%;
font-size: var(--jp-ui-font-size2);
background: var(--jp-input-background);
color: var(--jp-ui-font-color0);
padding: 0 25px 0 8px;
border: var(--jp-border-width) solid var(--jp-input-border-color);
border-radius: 0;
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
}
select.jp-mod-styled:not([multiple]) {
height: 32px;
}
select.jp-mod-styled[multiple] {
max-height: 200px;
overflow-y: auto;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-switch {
display: flex;
align-items: center;
padding-left: 4px;
padding-right: 4px;
font-size: var(--jp-ui-font-size1);
background-color: transparent;
color: var(--jp-ui-font-color1);
border: none;
height: 20px;
}
.jp-switch:hover {
background-color: var(--jp-layout-color2);
}
.jp-switch-label {
margin-right: 5px;
font-family: var(--jp-ui-font-family);
}
.jp-switch-track {
cursor: pointer;
background-color: var(--jp-switch-color, var(--jp-border-color1));
-webkit-transition: 0.4s;
transition: 0.4s;
border-radius: 34px;
height: 16px;
width: 35px;
position: relative;
}
.jp-switch-track::before {
content: '';
position: absolute;
height: 10px;
width: 10px;
margin: 3px;
left: 0;
background-color: var(--jp-ui-inverse-font-color1);
-webkit-transition: 0.4s;
transition: 0.4s;
border-radius: 50%;
}
.jp-switch[aria-checked='true'] .jp-switch-track {
background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0));
}
.jp-switch[aria-checked='true'] .jp-switch-track::before {
/* track width (35) - margins (3 + 3) - thumb width (10) */
left: 19px;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
:root {
--jp-private-toolbar-height: calc(
28px + var(--jp-border-width)
); /* leave 28px for content */
}
.jp-Toolbar {
color: var(--jp-ui-font-color1);
flex: 0 0 auto;
display: flex;
flex-direction: row;
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
box-shadow: var(--jp-toolbar-box-shadow);
background: var(--jp-toolbar-background);
min-height: var(--jp-toolbar-micro-height);
padding: 2px;
z-index: 8;
overflow-x: hidden;
}
/* Toolbar items */
.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
flex-grow: 1;
flex-shrink: 1;
}
.jp-Toolbar-item.jp-Toolbar-kernelStatus {
display: inline-block;
width: 32px;
background-repeat: no-repeat;
background-position: center;
background-size: 16px;
}
.jp-Toolbar > .jp-Toolbar-item {
flex: 0 0 auto;
display: flex;
padding-left: 1px;
padding-right: 1px;
font-size: var(--jp-ui-font-size1);
line-height: var(--jp-private-toolbar-height);
height: 100%;
}
/* Toolbar buttons */
/* This is the div we use to wrap the react component into a Widget */
div.jp-ToolbarButton {
color: transparent;
border: none;
box-sizing: border-box;
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
padding: 0;
margin: 0;
}
button.jp-ToolbarButtonComponent {
background: var(--jp-layout-color1);
border: none;
box-sizing: border-box;
outline: none;
appearance: none;
-webkit-appearance: none;
-moz-appearance: none;
padding: 0 6px;
margin: 0;
height: 24px;
border-radius: var(--jp-border-radius);
display: flex;
align-items: center;
text-align: center;
font-size: 14px;
min-width: unset;
min-height: unset;
}
button.jp-ToolbarButtonComponent:disabled {
opacity: 0.4;
}
button.jp-ToolbarButtonComponent > span {
padding: 0;
flex: 0 0 auto;
}
button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
font-size: var(--jp-ui-font-size1);
line-height: 100%;
padding-left: 2px;
color: var(--jp-ui-font-color1);
font-family: var(--jp-ui-font-family);
}
#jp-main-dock-panel[data-mode='single-document']
.jp-MainAreaWidget
> .jp-Toolbar.jp-Toolbar-micro {
padding: 0;
min-height: 0;
}
#jp-main-dock-panel[data-mode='single-document']
.jp-MainAreaWidget
> .jp-Toolbar {
border: none;
box-shadow: none;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-WindowedPanel-outer {
position: relative;
overflow-y: auto;
}
.jp-WindowedPanel-inner {
position: relative;
}
.jp-WindowedPanel-window {
position: absolute;
left: 0;
right: 0;
overflow: visible;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/* Sibling imports */
body {
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
}
/* Disable native link decoration styles everywhere outside of dialog boxes */
a {
text-decoration: unset;
color: unset;
}
a:hover {
text-decoration: unset;
color: unset;
}
/* Accessibility for links inside dialog box text */
.jp-Dialog-content a {
text-decoration: revert;
color: var(--jp-content-link-color);
}
.jp-Dialog-content a:hover {
text-decoration: revert;
}
/* Styles for ui-components */
.jp-Button {
color: var(--jp-ui-font-color2);
border-radius: var(--jp-border-radius);
padding: 0 12px;
font-size: var(--jp-ui-font-size1);
/* Copy from blueprint 3 */
display: inline-flex;
flex-direction: row;
border: none;
cursor: pointer;
align-items: center;
justify-content: center;
text-align: left;
vertical-align: middle;
min-height: 30px;
min-width: 30px;
}
.jp-Button:disabled {
cursor: not-allowed;
}
.jp-Button:empty {
padding: 0 !important;
}
.jp-Button.jp-mod-small {
min-height: 24px;
min-width: 24px;
font-size: 12px;
padding: 0 7px;
}
/* Use our own theme for hover styles */
.jp-Button.jp-mod-minimal:hover {
background-color: var(--jp-layout-color2);
}
.jp-Button.jp-mod-minimal {
background: none;
}
.jp-InputGroup {
display: block;
position: relative;
}
.jp-InputGroup input {
box-sizing: border-box;
border: none;
border-radius: 0;
background-color: transparent;
color: var(--jp-ui-font-color0);
box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
padding-bottom: 0;
padding-top: 0;
padding-left: 10px;
padding-right: 28px;
position: relative;
width: 100%;
-webkit-appearance: none;
-moz-appearance: none;
appearance: none;
font-size: 14px;
font-weight: 400;
height: 30px;
line-height: 30px;
outline: none;
vertical-align: middle;
}
.jp-InputGroup input:focus {
box-shadow: inset 0 0 0 var(--jp-border-width)
var(--jp-input-active-box-shadow-color),
inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}
.jp-InputGroup input:disabled {
cursor: not-allowed;
resize: block;
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color2);
}
.jp-InputGroup input:disabled ~ span {
cursor: not-allowed;
color: var(--jp-ui-font-color2);
}
.jp-InputGroup input::placeholder,
input::placeholder {
color: var(--jp-ui-font-color2);
}
.jp-InputGroupAction {
position: absolute;
bottom: 1px;
right: 0;
padding: 6px;
}
.jp-HTMLSelect.jp-DefaultStyle select {
background-color: initial;
border: none;
border-radius: 0;
box-shadow: none;
color: var(--jp-ui-font-color0);
display: block;
font-size: var(--jp-ui-font-size1);
font-family: var(--jp-ui-font-family);
height: 24px;
line-height: 14px;
padding: 0 25px 0 10px;
text-align: left;
-moz-appearance: none;
-webkit-appearance: none;
}
.jp-HTMLSelect.jp-DefaultStyle select:disabled {
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color2);
cursor: not-allowed;
resize: block;
}
.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span {
cursor: not-allowed;
}
/* Use our own theme for hover and option styles */
/* stylelint-disable-next-line selector-max-type */
.jp-HTMLSelect.jp-DefaultStyle select:hover,
.jp-HTMLSelect.jp-DefaultStyle select > option {
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color0);
}
select {
box-sizing: border-box;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-StatusBar-Widget {
display: flex;
align-items: center;
background: var(--jp-layout-color2);
min-height: var(--jp-statusbar-height);
justify-content: space-between;
padding: 0 10px;
}
.jp-StatusBar-Left {
display: flex;
align-items: center;
flex-direction: row;
}
.jp-StatusBar-Middle {
display: flex;
align-items: center;
}
.jp-StatusBar-Right {
display: flex;
align-items: center;
flex-direction: row-reverse;
}
.jp-StatusBar-Item {
max-height: var(--jp-statusbar-height);
margin: 0 2px;
height: var(--jp-statusbar-height);
white-space: nowrap;
text-overflow: ellipsis;
color: var(--jp-ui-font-color1);
padding: 0 6px;
}
.jp-mod-highlighted:hover {
background-color: var(--jp-layout-color3);
}
.jp-mod-clicked {
background-color: var(--jp-brand-color1);
}
.jp-mod-clicked:hover {
background-color: var(--jp-brand-color0);
}
.jp-mod-clicked .jp-StatusBar-TextItem {
color: var(--jp-ui-inverse-font-color1);
}
.jp-StatusBar-HoverItem {
box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)';
}
.jp-StatusBar-TextItem {
font-size: var(--jp-ui-font-size1);
font-family: var(--jp-ui-font-family);
line-height: 24px;
color: var(--jp-ui-font-color1);
}
.jp-StatusBar-GroupItem {
display: flex;
align-items: center;
flex-direction: row;
}
.jp-Statusbar-ProgressCircle svg {
display: block;
margin: 0 auto;
width: 16px;
height: 24px;
align-self: normal;
}
.jp-Statusbar-ProgressCircle path {
fill: var(--jp-inverse-layout-color3);
}
.jp-Statusbar-ProgressBar-progress-bar {
height: 10px;
width: 100px;
border: solid 0.25px var(--jp-brand-color2);
border-radius: 3px;
overflow: hidden;
align-self: center;
}
.jp-Statusbar-ProgressBar-progress-bar > div {
background-color: var(--jp-brand-color2);
background-image: linear-gradient(
-45deg,
rgba(255, 255, 255, 0.2) 25%,
transparent 25%,
transparent 50%,
rgba(255, 255, 255, 0.2) 50%,
rgba(255, 255, 255, 0.2) 75%,
transparent 75%,
transparent
);
background-size: 40px 40px;
float: left;
width: 0%;
height: 100%;
font-size: 12px;
line-height: 14px;
color: #fff;
text-align: center;
animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;
}
.jp-Statusbar-ProgressBar-progress-bar p {
color: var(--jp-ui-font-color1);
font-family: var(--jp-ui-font-family);
font-size: var(--jp-ui-font-size1);
line-height: 10px;
width: 100px;
}
@keyframes jp-Statusbar-ExecutionTime-progress-bar {
0% {
background-position: 0 0;
}
100% {
background-position: 40px 40px;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/
:root {
--jp-private-commandpalette-search-height: 28px;
}
/*-----------------------------------------------------------------------------
| Overall styles
|----------------------------------------------------------------------------*/
.lm-CommandPalette {
padding-bottom: 0;
color: var(--jp-ui-font-color1);
background: var(--jp-layout-color1);
/* This is needed so that all font sizing of children done in ems is
* relative to this base size */
font-size: var(--jp-ui-font-size1);
}
/*-----------------------------------------------------------------------------
| Modal variant
|----------------------------------------------------------------------------*/
.jp-ModalCommandPalette {
position: absolute;
z-index: 10000;
top: 38px;
left: 30%;
margin: 0;
padding: 4px;
width: 40%;
box-shadow: var(--jp-elevation-z4);
border-radius: 4px;
background: var(--jp-layout-color0);
}
.jp-ModalCommandPalette .lm-CommandPalette {
max-height: 40vh;
}
.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
display: none;
}
.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
display: none;
}
.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
margin-left: 4px;
margin-right: 4px;
}
.jp-ModalCommandPalette
.lm-CommandPalette
.lm-CommandPalette-item.lm-mod-disabled {
display: none;
}
/*-----------------------------------------------------------------------------
| Search
|----------------------------------------------------------------------------*/
.lm-CommandPalette-search {
padding: 4px;
background-color: var(--jp-layout-color1);
z-index: 2;
}
.lm-CommandPalette-wrapper {
overflow: overlay;
padding: 0 9px;
background-color: var(--jp-input-active-background);
height: 30px;
box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
}
.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
}
.jp-SearchIconGroup {
color: white;
background-color: var(--jp-brand-color1);
position: absolute;
top: 4px;
right: 4px;
padding: 5px 5px 1px;
}
.jp-SearchIconGroup svg {
height: 20px;
width: 20px;
}
.jp-SearchIconGroup .jp-icon3[fill] {
fill: var(--jp-layout-color0);
}
.lm-CommandPalette-input {
background: transparent;
width: calc(100% - 18px);
float: left;
border: none;
outline: none;
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color0);
line-height: var(--jp-private-commandpalette-search-height);
}
.lm-CommandPalette-input::-webkit-input-placeholder,
.lm-CommandPalette-input::-moz-placeholder,
.lm-CommandPalette-input:-ms-input-placeholder {
color: var(--jp-ui-font-color2);
font-size: var(--jp-ui-font-size1);
}
/*-----------------------------------------------------------------------------
| Results
|----------------------------------------------------------------------------*/
.lm-CommandPalette-header:first-child {
margin-top: 0;
}
.lm-CommandPalette-header {
border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
color: var(--jp-ui-font-color1);
cursor: pointer;
display: flex;
font-size: var(--jp-ui-font-size0);
font-weight: 600;
letter-spacing: 1px;
margin-top: 8px;
padding: 8px 0 8px 12px;
text-transform: uppercase;
}
.lm-CommandPalette-header.lm-mod-active {
background: var(--jp-layout-color2);
}
.lm-CommandPalette-header > mark {
background-color: transparent;
font-weight: bold;
color: var(--jp-ui-font-color1);
}
.lm-CommandPalette-item {
padding: 4px 12px 4px 4px;
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
font-weight: 400;
display: flex;
}
.lm-CommandPalette-item.lm-mod-disabled {
color: var(--jp-ui-font-color2);
}
.lm-CommandPalette-item.lm-mod-active {
color: var(--jp-ui-inverse-font-color1);
background: var(--jp-brand-color1);
}
.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
color: var(--jp-ui-inverse-font-color0);
}
.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
fill: var(--jp-layout-color0);
}
.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
color: var(--jp-ui-inverse-font-color1);
background: var(--jp-brand-color1);
}
.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
background: var(--jp-layout-color2);
}
.lm-CommandPalette-itemContent {
overflow: hidden;
}
.lm-CommandPalette-itemLabel > mark {
color: var(--jp-ui-font-color0);
background-color: transparent;
font-weight: bold;
}
.lm-CommandPalette-item.lm-mod-disabled mark {
color: var(--jp-ui-font-color2);
}
.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
margin: 0 4px 0 0;
position: relative;
width: 16px;
top: 2px;
flex: 0 0 auto;
}
.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
opacity: 0.6;
}
.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
flex: 0 0 auto;
}
.lm-CommandPalette-itemCaption {
display: none;
}
.lm-CommandPalette-content {
background-color: var(--jp-layout-color1);
}
.lm-CommandPalette-content:empty::after {
content: 'No results';
margin: auto;
margin-top: 20px;
width: 100px;
display: block;
font-size: var(--jp-ui-font-size2);
font-family: var(--jp-ui-font-family);
font-weight: lighter;
}
.lm-CommandPalette-emptyMessage {
text-align: center;
margin-top: 24px;
line-height: 1.32;
padding: 0 8px;
color: var(--jp-content-font-color3);
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-Dialog {
position: absolute;
z-index: 10000;
display: flex;
flex-direction: column;
align-items: center;
justify-content: center;
top: 0;
left: 0;
margin: 0;
padding: 0;
width: 100%;
height: 100%;
background: var(--jp-dialog-background);
}
.jp-Dialog-content {
display: flex;
flex-direction: column;
margin-left: auto;
margin-right: auto;
background: var(--jp-layout-color1);
padding: 24px 24px 12px;
min-width: 300px;
min-height: 150px;
max-width: 1000px;
max-height: 500px;
box-sizing: border-box;
box-shadow: var(--jp-elevation-z20);
word-wrap: break-word;
border-radius: var(--jp-border-radius);
/* This is needed so that all font sizing of children done in ems is
* relative to this base size */
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color1);
resize: both;
}
.jp-Dialog-content.jp-Dialog-content-small {
max-width: 500px;
}
.jp-Dialog-button {
overflow: visible;
}
button.jp-Dialog-button:focus {
outline: 1px solid var(--jp-brand-color1);
outline-offset: 4px;
-moz-outline-radius: 0;
}
button.jp-Dialog-button:focus::-moz-focus-inner {
border: 0;
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,
button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
outline-offset: 4px;
-moz-outline-radius: 0;
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {
outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1));
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {
outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1));
}
button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600));
}
button.jp-Dialog-close-button {
padding: 0;
height: 100%;
min-width: unset;
min-height: unset;
}
.jp-Dialog-header {
display: flex;
justify-content: space-between;
flex: 0 0 auto;
padding-bottom: 12px;
font-size: var(--jp-ui-font-size3);
font-weight: 400;
color: var(--jp-ui-font-color1);
}
.jp-Dialog-body {
display: flex;
flex-direction: column;
flex: 1 1 auto;
font-size: var(--jp-ui-font-size1);
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
overflow: auto;
}
.jp-Dialog-footer {
display: flex;
flex-direction: row;
justify-content: flex-end;
align-items: center;
flex: 0 0 auto;
margin-left: -12px;
margin-right: -12px;
padding: 12px;
}
.jp-Dialog-checkbox {
padding-right: 5px;
}
.jp-Dialog-checkbox > input:focus-visible {
outline: 1px solid var(--jp-input-active-border-color);
outline-offset: 1px;
}
.jp-Dialog-spacer {
flex: 1 1 auto;
}
.jp-Dialog-title {
overflow: hidden;
white-space: nowrap;
text-overflow: ellipsis;
}
.jp-Dialog-body > .jp-select-wrapper {
width: 100%;
}
.jp-Dialog-body > button {
padding: 0 16px;
}
.jp-Dialog-body > label {
line-height: 1.4;
color: var(--jp-ui-font-color0);
}
.jp-Dialog-button.jp-mod-styled:not(:last-child) {
margin-right: 12px;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-Input-Boolean-Dialog {
flex-direction: row-reverse;
align-items: end;
width: 100%;
}
.jp-Input-Boolean-Dialog > label {
flex: 1 1 auto;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-MainAreaWidget > :focus {
outline: none;
}
.jp-MainAreaWidget .jp-MainAreaWidget-error {
padding: 6px;
}
.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {
width: auto;
padding: 10px;
background: var(--jp-error-color3);
border: var(--jp-border-width) solid var(--jp-error-color1);
border-radius: var(--jp-border-radius);
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
white-space: pre-wrap;
word-wrap: break-word;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
/**
* google-material-color v1.2.6
* https://github.com/danlevan/google-material-color
*/
:root {
--md-red-50: #ffebee;
--md-red-100: #ffcdd2;
--md-red-200: #ef9a9a;
--md-red-300: #e57373;
--md-red-400: #ef5350;
--md-red-500: #f44336;
--md-red-600: #e53935;
--md-red-700: #d32f2f;
--md-red-800: #c62828;
--md-red-900: #b71c1c;
--md-red-A100: #ff8a80;
--md-red-A200: #ff5252;
--md-red-A400: #ff1744;
--md-red-A700: #d50000;
--md-pink-50: #fce4ec;
--md-pink-100: #f8bbd0;
--md-pink-200: #f48fb1;
--md-pink-300: #f06292;
--md-pink-400: #ec407a;
--md-pink-500: #e91e63;
--md-pink-600: #d81b60;
--md-pink-700: #c2185b;
--md-pink-800: #ad1457;
--md-pink-900: #880e4f;
--md-pink-A100: #ff80ab;
--md-pink-A200: #ff4081;
--md-pink-A400: #f50057;
--md-pink-A700: #c51162;
--md-purple-50: #f3e5f5;
--md-purple-100: #e1bee7;
--md-purple-200: #ce93d8;
--md-purple-300: #ba68c8;
--md-purple-400: #ab47bc;
--md-purple-500: #9c27b0;
--md-purple-600: #8e24aa;
--md-purple-700: #7b1fa2;
--md-purple-800: #6a1b9a;
--md-purple-900: #4a148c;
--md-purple-A100: #ea80fc;
--md-purple-A200: #e040fb;
--md-purple-A400: #d500f9;
--md-purple-A700: #a0f;
--md-deep-purple-50: #ede7f6;
--md-deep-purple-100: #d1c4e9;
--md-deep-purple-200: #b39ddb;
--md-deep-purple-300: #9575cd;
--md-deep-purple-400: #7e57c2;
--md-deep-purple-500: #673ab7;
--md-deep-purple-600: #5e35b1;
--md-deep-purple-700: #512da8;
--md-deep-purple-800: #4527a0;
--md-deep-purple-900: #311b92;
--md-deep-purple-A100: #b388ff;
--md-deep-purple-A200: #7c4dff;
--md-deep-purple-A400: #651fff;
--md-deep-purple-A700: #6200ea;
--md-indigo-50: #e8eaf6;
--md-indigo-100: #c5cae9;
--md-indigo-200: #9fa8da;
--md-indigo-300: #7986cb;
--md-indigo-400: #5c6bc0;
--md-indigo-500: #3f51b5;
--md-indigo-600: #3949ab;
--md-indigo-700: #303f9f;
--md-indigo-800: #283593;
--md-indigo-900: #1a237e;
--md-indigo-A100: #8c9eff;
--md-indigo-A200: #536dfe;
--md-indigo-A400: #3d5afe;
--md-indigo-A700: #304ffe;
--md-blue-50: #e3f2fd;
--md-blue-100: #bbdefb;
--md-blue-200: #90caf9;
--md-blue-300: #64b5f6;
--md-blue-400: #42a5f5;
--md-blue-500: #2196f3;
--md-blue-600: #1e88e5;
--md-blue-700: #1976d2;
--md-blue-800: #1565c0;
--md-blue-900: #0d47a1;
--md-blue-A100: #82b1ff;
--md-blue-A200: #448aff;
--md-blue-A400: #2979ff;
--md-blue-A700: #2962ff;
--md-light-blue-50: #e1f5fe;
--md-light-blue-100: #b3e5fc;
--md-light-blue-200: #81d4fa;
--md-light-blue-300: #4fc3f7;
--md-light-blue-400: #29b6f6;
--md-light-blue-500: #03a9f4;
--md-light-blue-600: #039be5;
--md-light-blue-700: #0288d1;
--md-light-blue-800: #0277bd;
--md-light-blue-900: #01579b;
--md-light-blue-A100: #80d8ff;
--md-light-blue-A200: #40c4ff;
--md-light-blue-A400: #00b0ff;
--md-light-blue-A700: #0091ea;
--md-cyan-50: #e0f7fa;
--md-cyan-100: #b2ebf2;
--md-cyan-200: #80deea;
--md-cyan-300: #4dd0e1;
--md-cyan-400: #26c6da;
--md-cyan-500: #00bcd4;
--md-cyan-600: #00acc1;
--md-cyan-700: #0097a7;
--md-cyan-800: #00838f;
--md-cyan-900: #006064;
--md-cyan-A100: #84ffff;
--md-cyan-A200: #18ffff;
--md-cyan-A400: #00e5ff;
--md-cyan-A700: #00b8d4;
--md-teal-50: #e0f2f1;
--md-teal-100: #b2dfdb;
--md-teal-200: #80cbc4;
--md-teal-300: #4db6ac;
--md-teal-400: #26a69a;
--md-teal-500: #009688;
--md-teal-600: #00897b;
--md-teal-700: #00796b;
--md-teal-800: #00695c;
--md-teal-900: #004d40;
--md-teal-A100: #a7ffeb;
--md-teal-A200: #64ffda;
--md-teal-A400: #1de9b6;
--md-teal-A700: #00bfa5;
--md-green-50: #e8f5e9;
--md-green-100: #c8e6c9;
--md-green-200: #a5d6a7;
--md-green-300: #81c784;
--md-green-400: #66bb6a;
--md-green-500: #4caf50;
--md-green-600: #43a047;
--md-green-700: #388e3c;
--md-green-800: #2e7d32;
--md-green-900: #1b5e20;
--md-green-A100: #b9f6ca;
--md-green-A200: #69f0ae;
--md-green-A400: #00e676;
--md-green-A700: #00c853;
--md-light-green-50: #f1f8e9;
--md-light-green-100: #dcedc8;
--md-light-green-200: #c5e1a5;
--md-light-green-300: #aed581;
--md-light-green-400: #9ccc65;
--md-light-green-500: #8bc34a;
--md-light-green-600: #7cb342;
--md-light-green-700: #689f38;
--md-light-green-800: #558b2f;
--md-light-green-900: #33691e;
--md-light-green-A100: #ccff90;
--md-light-green-A200: #b2ff59;
--md-light-green-A400: #76ff03;
--md-light-green-A700: #64dd17;
--md-lime-50: #f9fbe7;
--md-lime-100: #f0f4c3;
--md-lime-200: #e6ee9c;
--md-lime-300: #dce775;
--md-lime-400: #d4e157;
--md-lime-500: #cddc39;
--md-lime-600: #c0ca33;
--md-lime-700: #afb42b;
--md-lime-800: #9e9d24;
--md-lime-900: #827717;
--md-lime-A100: #f4ff81;
--md-lime-A200: #eeff41;
--md-lime-A400: #c6ff00;
--md-lime-A700: #aeea00;
--md-yellow-50: #fffde7;
--md-yellow-100: #fff9c4;
--md-yellow-200: #fff59d;
--md-yellow-300: #fff176;
--md-yellow-400: #ffee58;
--md-yellow-500: #ffeb3b;
--md-yellow-600: #fdd835;
--md-yellow-700: #fbc02d;
--md-yellow-800: #f9a825;
--md-yellow-900: #f57f17;
--md-yellow-A100: #ffff8d;
--md-yellow-A200: #ff0;
--md-yellow-A400: #ffea00;
--md-yellow-A700: #ffd600;
--md-amber-50: #fff8e1;
--md-amber-100: #ffecb3;
--md-amber-200: #ffe082;
--md-amber-300: #ffd54f;
--md-amber-400: #ffca28;
--md-amber-500: #ffc107;
--md-amber-600: #ffb300;
--md-amber-700: #ffa000;
--md-amber-800: #ff8f00;
--md-amber-900: #ff6f00;
--md-amber-A100: #ffe57f;
--md-amber-A200: #ffd740;
--md-amber-A400: #ffc400;
--md-amber-A700: #ffab00;
--md-orange-50: #fff3e0;
--md-orange-100: #ffe0b2;
--md-orange-200: #ffcc80;
--md-orange-300: #ffb74d;
--md-orange-400: #ffa726;
--md-orange-500: #ff9800;
--md-orange-600: #fb8c00;
--md-orange-700: #f57c00;
--md-orange-800: #ef6c00;
--md-orange-900: #e65100;
--md-orange-A100: #ffd180;
--md-orange-A200: #ffab40;
--md-orange-A400: #ff9100;
--md-orange-A700: #ff6d00;
--md-deep-orange-50: #fbe9e7;
--md-deep-orange-100: #ffccbc;
--md-deep-orange-200: #ffab91;
--md-deep-orange-300: #ff8a65;
--md-deep-orange-400: #ff7043;
--md-deep-orange-500: #ff5722;
--md-deep-orange-600: #f4511e;
--md-deep-orange-700: #e64a19;
--md-deep-orange-800: #d84315;
--md-deep-orange-900: #bf360c;
--md-deep-orange-A100: #ff9e80;
--md-deep-orange-A200: #ff6e40;
--md-deep-orange-A400: #ff3d00;
--md-deep-orange-A700: #dd2c00;
--md-brown-50: #efebe9;
--md-brown-100: #d7ccc8;
--md-brown-200: #bcaaa4;
--md-brown-300: #a1887f;
--md-brown-400: #8d6e63;
--md-brown-500: #795548;
--md-brown-600: #6d4c41;
--md-brown-700: #5d4037;
--md-brown-800: #4e342e;
--md-brown-900: #3e2723;
--md-grey-50: #fafafa;
--md-grey-100: #f5f5f5;
--md-grey-200: #eee;
--md-grey-300: #e0e0e0;
--md-grey-400: #bdbdbd;
--md-grey-500: #9e9e9e;
--md-grey-600: #757575;
--md-grey-700: #616161;
--md-grey-800: #424242;
--md-grey-900: #212121;
--md-blue-grey-50: #eceff1;
--md-blue-grey-100: #cfd8dc;
--md-blue-grey-200: #b0bec5;
--md-blue-grey-300: #90a4ae;
--md-blue-grey-400: #78909c;
--md-blue-grey-500: #607d8b;
--md-blue-grey-600: #546e7a;
--md-blue-grey-700: #455a64;
--md-blue-grey-800: #37474f;
--md-blue-grey-900: #263238;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2017, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| RenderedText
|----------------------------------------------------------------------------*/
:root {
/* This is the padding value to fill the gaps between lines containing spans with background color. */
--jp-private-code-span-padding: calc(
(var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
);
}
.jp-RenderedText {
text-align: left;
padding-left: var(--jp-code-padding);
line-height: var(--jp-code-line-height);
font-family: var(--jp-code-font-family);
}
.jp-RenderedText pre,
.jp-RenderedJavaScript pre,
.jp-RenderedHTMLCommon pre {
color: var(--jp-content-font-color1);
font-size: var(--jp-code-font-size);
border: none;
margin: 0;
padding: 0;
}
.jp-RenderedText pre a:link {
text-decoration: none;
color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:hover {
text-decoration: underline;
color: var(--jp-content-link-color);
}
.jp-RenderedText pre a:visited {
text-decoration: none;
color: var(--jp-content-link-color);
}
/* console foregrounds and backgrounds */
.jp-RenderedText pre .ansi-black-fg {
color: #3e424d;
}
.jp-RenderedText pre .ansi-red-fg {
color: #e75c58;
}
.jp-RenderedText pre .ansi-green-fg {
color: #00a250;
}
.jp-RenderedText pre .ansi-yellow-fg {
color: #ddb62b;
}
.jp-RenderedText pre .ansi-blue-fg {
color: #208ffb;
}
.jp-RenderedText pre .ansi-magenta-fg {
color: #d160c4;
}
.jp-RenderedText pre .ansi-cyan-fg {
color: #60c6c8;
}
.jp-RenderedText pre .ansi-white-fg {
color: #c5c1b4;
}
.jp-RenderedText pre .ansi-black-bg {
background-color: #3e424d;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-bg {
background-color: #e75c58;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-bg {
background-color: #00a250;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-bg {
background-color: #ddb62b;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-bg {
background-color: #208ffb;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-bg {
background-color: #d160c4;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-bg {
background-color: #60c6c8;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-bg {
background-color: #c5c1b4;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-black-intense-fg {
color: #282c36;
}
.jp-RenderedText pre .ansi-red-intense-fg {
color: #b22b31;
}
.jp-RenderedText pre .ansi-green-intense-fg {
color: #007427;
}
.jp-RenderedText pre .ansi-yellow-intense-fg {
color: #b27d12;
}
.jp-RenderedText pre .ansi-blue-intense-fg {
color: #0065ca;
}
.jp-RenderedText pre .ansi-magenta-intense-fg {
color: #a03196;
}
.jp-RenderedText pre .ansi-cyan-intense-fg {
color: #258f8f;
}
.jp-RenderedText pre .ansi-white-intense-fg {
color: #a1a6b2;
}
.jp-RenderedText pre .ansi-black-intense-bg {
background-color: #282c36;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-red-intense-bg {
background-color: #b22b31;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-green-intense-bg {
background-color: #007427;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-yellow-intense-bg {
background-color: #b27d12;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-blue-intense-bg {
background-color: #0065ca;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-magenta-intense-bg {
background-color: #a03196;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-cyan-intense-bg {
background-color: #258f8f;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-white-intense-bg {
background-color: #a1a6b2;
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-default-inverse-fg {
color: var(--jp-ui-inverse-font-color0);
}
.jp-RenderedText pre .ansi-default-inverse-bg {
background-color: var(--jp-inverse-layout-color0);
padding: var(--jp-private-code-span-padding) 0;
}
.jp-RenderedText pre .ansi-bold {
font-weight: bold;
}
.jp-RenderedText pre .ansi-underline {
text-decoration: underline;
}
.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
background: var(--jp-rendermime-error-background);
padding-top: var(--jp-code-padding);
}
/*-----------------------------------------------------------------------------
| RenderedLatex
|----------------------------------------------------------------------------*/
.jp-RenderedLatex {
color: var(--jp-content-font-color1);
font-size: var(--jp-content-font-size1);
line-height: var(--jp-content-line-height);
}
/* Left-justify outputs.*/
.jp-OutputArea-output.jp-RenderedLatex {
padding: var(--jp-code-padding);
text-align: left;
}
/*-----------------------------------------------------------------------------
| RenderedHTML
|----------------------------------------------------------------------------*/
.jp-RenderedHTMLCommon {
color: var(--jp-content-font-color1);
font-family: var(--jp-content-font-family);
font-size: var(--jp-content-font-size1);
line-height: var(--jp-content-line-height);
/* Give a bit more R padding on Markdown text to keep line lengths reasonable */
padding-right: 20px;
}
.jp-RenderedHTMLCommon em {
font-style: italic;
}
.jp-RenderedHTMLCommon strong {
font-weight: bold;
}
.jp-RenderedHTMLCommon u {
text-decoration: underline;
}
.jp-RenderedHTMLCommon a:link {
text-decoration: none;
color: var(--jp-content-link-color);
}
.jp-RenderedHTMLCommon a:hover {
text-decoration: underline;
color: var(--jp-content-link-color);
}
.jp-RenderedHTMLCommon a:visited {
text-decoration: none;
color: var(--jp-content-link-color);
}
/* Headings */
.jp-RenderedHTMLCommon h1,
.jp-RenderedHTMLCommon h2,
.jp-RenderedHTMLCommon h3,
.jp-RenderedHTMLCommon h4,
.jp-RenderedHTMLCommon h5,
.jp-RenderedHTMLCommon h6 {
line-height: var(--jp-content-heading-line-height);
font-weight: var(--jp-content-heading-font-weight);
font-style: normal;
margin: var(--jp-content-heading-margin-top) 0
var(--jp-content-heading-margin-bottom) 0;
}
.jp-RenderedHTMLCommon h1:first-child,
.jp-RenderedHTMLCommon h2:first-child,
.jp-RenderedHTMLCommon h3:first-child,
.jp-RenderedHTMLCommon h4:first-child,
.jp-RenderedHTMLCommon h5:first-child,
.jp-RenderedHTMLCommon h6:first-child {
margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
}
.jp-RenderedHTMLCommon h1:last-child,
.jp-RenderedHTMLCommon h2:last-child,
.jp-RenderedHTMLCommon h3:last-child,
.jp-RenderedHTMLCommon h4:last-child,
.jp-RenderedHTMLCommon h5:last-child,
.jp-RenderedHTMLCommon h6:last-child {
margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
}
.jp-RenderedHTMLCommon h1 {
font-size: var(--jp-content-font-size5);
}
.jp-RenderedHTMLCommon h2 {
font-size: var(--jp-content-font-size4);
}
.jp-RenderedHTMLCommon h3 {
font-size: var(--jp-content-font-size3);
}
.jp-RenderedHTMLCommon h4 {
font-size: var(--jp-content-font-size2);
}
.jp-RenderedHTMLCommon h5 {
font-size: var(--jp-content-font-size1);
}
.jp-RenderedHTMLCommon h6 {
font-size: var(--jp-content-font-size0);
}
/* Lists */
/* stylelint-disable selector-max-type, selector-max-compound-selectors */
.jp-RenderedHTMLCommon ul:not(.list-inline),
.jp-RenderedHTMLCommon ol:not(.list-inline) {
padding-left: 2em;
}
.jp-RenderedHTMLCommon ul {
list-style: disc;
}
.jp-RenderedHTMLCommon ul ul {
list-style: square;
}
.jp-RenderedHTMLCommon ul ul ul {
list-style: circle;
}
.jp-RenderedHTMLCommon ol {
list-style: decimal;
}
.jp-RenderedHTMLCommon ol ol {
list-style: upper-alpha;
}
.jp-RenderedHTMLCommon ol ol ol {
list-style: lower-alpha;
}
.jp-RenderedHTMLCommon ol ol ol ol {
list-style: lower-roman;
}
.jp-RenderedHTMLCommon ol ol ol ol ol {
list-style: decimal;
}
.jp-RenderedHTMLCommon ol,
.jp-RenderedHTMLCommon ul {
margin-bottom: 1em;
}
.jp-RenderedHTMLCommon ul ul,
.jp-RenderedHTMLCommon ul ol,
.jp-RenderedHTMLCommon ol ul,
.jp-RenderedHTMLCommon ol ol {
margin-bottom: 0;
}
/* stylelint-enable selector-max-type, selector-max-compound-selectors */
.jp-RenderedHTMLCommon hr {
color: var(--jp-border-color2);
background-color: var(--jp-border-color1);
margin-top: 1em;
margin-bottom: 1em;
}
.jp-RenderedHTMLCommon > pre {
margin: 1.5em 2em;
}
.jp-RenderedHTMLCommon pre,
.jp-RenderedHTMLCommon code {
border: 0;
background-color: var(--jp-layout-color0);
color: var(--jp-content-font-color1);
font-family: var(--jp-code-font-family);
font-size: inherit;
line-height: var(--jp-code-line-height);
padding: 0;
white-space: pre-wrap;
}
.jp-RenderedHTMLCommon :not(pre) > code {
background-color: var(--jp-layout-color2);
padding: 1px 5px;
}
/* Tables */
.jp-RenderedHTMLCommon table {
border-collapse: collapse;
border-spacing: 0;
border: none;
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
table-layout: fixed;
margin-left: auto;
margin-bottom: 1em;
margin-right: auto;
}
.jp-RenderedHTMLCommon thead {
border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
vertical-align: bottom;
}
.jp-RenderedHTMLCommon td,
.jp-RenderedHTMLCommon th,
.jp-RenderedHTMLCommon tr {
vertical-align: middle;
padding: 0.5em;
line-height: normal;
white-space: normal;
max-width: none;
border: none;
}
.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
max-width: none;
}
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
text-align: right;
}
.jp-RenderedHTMLCommon th {
font-weight: bold;
}
.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
background: var(--jp-layout-color0);
}
.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
background: var(--jp-rendermime-table-row-background);
}
.jp-RenderedHTMLCommon tbody tr:hover {
background: var(--jp-rendermime-table-row-hover-background);
}
.jp-RenderedHTMLCommon p {
text-align: left;
margin: 0;
margin-bottom: 1em;
}
.jp-RenderedHTMLCommon img {
-moz-force-broken-image-icon: 1;
}
/* Restrict to direct children as other images could be nested in other content. */
.jp-RenderedHTMLCommon > img {
display: block;
margin-left: 0;
margin-right: 0;
margin-bottom: 1em;
}
/* Change color behind transparent images if they need it... */
[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
background-color: var(--jp-inverse-layout-color1);
}
[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
background-color: var(--jp-inverse-layout-color1);
}
.jp-RenderedHTMLCommon img,
.jp-RenderedImage img,
.jp-RenderedHTMLCommon svg,
.jp-RenderedSVG svg {
max-width: 100%;
height: auto;
}
.jp-RenderedHTMLCommon img.jp-mod-unconfined,
.jp-RenderedImage img.jp-mod-unconfined,
.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
.jp-RenderedSVG svg.jp-mod-unconfined {
max-width: none;
}
.jp-RenderedHTMLCommon .alert {
padding: var(--jp-notebook-padding);
border: var(--jp-border-width) solid transparent;
border-radius: var(--jp-border-radius);
margin-bottom: 1em;
}
.jp-RenderedHTMLCommon .alert-info {
color: var(--jp-info-color0);
background-color: var(--jp-info-color3);
border-color: var(--jp-info-color2);
}
.jp-RenderedHTMLCommon .alert-info hr {
border-color: var(--jp-info-color3);
}
.jp-RenderedHTMLCommon .alert-info > p:last-child,
.jp-RenderedHTMLCommon .alert-info > ul:last-child {
margin-bottom: 0;
}
.jp-RenderedHTMLCommon .alert-warning {
color: var(--jp-warn-color0);
background-color: var(--jp-warn-color3);
border-color: var(--jp-warn-color2);
}
.jp-RenderedHTMLCommon .alert-warning hr {
border-color: var(--jp-warn-color3);
}
.jp-RenderedHTMLCommon .alert-warning > p:last-child,
.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
margin-bottom: 0;
}
.jp-RenderedHTMLCommon .alert-success {
color: var(--jp-success-color0);
background-color: var(--jp-success-color3);
border-color: var(--jp-success-color2);
}
.jp-RenderedHTMLCommon .alert-success hr {
border-color: var(--jp-success-color3);
}
.jp-RenderedHTMLCommon .alert-success > p:last-child,
.jp-RenderedHTMLCommon .alert-success > ul:last-child {
margin-bottom: 0;
}
.jp-RenderedHTMLCommon .alert-danger {
color: var(--jp-error-color0);
background-color: var(--jp-error-color3);
border-color: var(--jp-error-color2);
}
.jp-RenderedHTMLCommon .alert-danger hr {
border-color: var(--jp-error-color3);
}
.jp-RenderedHTMLCommon .alert-danger > p:last-child,
.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
margin-bottom: 0;
}
.jp-RenderedHTMLCommon blockquote {
margin: 1em 2em;
padding: 0 1em;
border-left: 5px solid var(--jp-border-color2);
}
a.jp-InternalAnchorLink {
visibility: hidden;
margin-left: 8px;
color: var(--md-blue-800);
}
h1:hover .jp-InternalAnchorLink,
h2:hover .jp-InternalAnchorLink,
h3:hover .jp-InternalAnchorLink,
h4:hover .jp-InternalAnchorLink,
h5:hover .jp-InternalAnchorLink,
h6:hover .jp-InternalAnchorLink {
visibility: visible;
}
.jp-RenderedHTMLCommon kbd {
background-color: var(--jp-rendermime-table-row-background);
border: 1px solid var(--jp-border-color0);
border-bottom-color: var(--jp-border-color2);
border-radius: 3px;
box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
display: inline-block;
font-size: var(--jp-ui-font-size0);
line-height: 1em;
padding: 0.2em 0.5em;
}
/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
* At the bottom of cells this is a bit too much as there is also spacing
* between cells. Going all the way to 0 gets too tight between markdown and
* code cells.
*/
.jp-RenderedHTMLCommon > *:last-child {
margin-bottom: 0.5em;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Copyright (c) 2014-2017, PhosphorJS Contributors
|
| Distributed under the terms of the BSD 3-Clause License.
|
| The full license is in the file LICENSE, distributed with this software.
|----------------------------------------------------------------------------*/
.lm-cursor-backdrop {
position: fixed;
width: 200px;
height: 200px;
margin-top: -100px;
margin-left: -100px;
will-change: transform;
z-index: 100;
}
.lm-mod-drag-image {
will-change: transform;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-lineFormSearch {
padding: 4px 12px;
background-color: var(--jp-layout-color2);
box-shadow: var(--jp-toolbar-box-shadow);
z-index: 2;
font-size: var(--jp-ui-font-size1);
}
.jp-lineFormCaption {
font-size: var(--jp-ui-font-size0);
line-height: var(--jp-ui-font-size1);
margin-top: 4px;
color: var(--jp-ui-font-color0);
}
.jp-baseLineForm {
border: none;
border-radius: 0;
position: absolute;
background-size: 16px;
background-repeat: no-repeat;
background-position: center;
outline: none;
}
.jp-lineFormButtonContainer {
top: 4px;
right: 8px;
height: 24px;
padding: 0 12px;
width: 12px;
}
.jp-lineFormButtonIcon {
top: 0;
right: 0;
background-color: var(--jp-brand-color1);
height: 100%;
width: 100%;
box-sizing: border-box;
padding: 4px 6px;
}
.jp-lineFormButton {
top: 0;
right: 0;
background-color: transparent;
height: 100%;
width: 100%;
box-sizing: border-box;
}
.jp-lineFormWrapper {
overflow: hidden;
padding: 0 8px;
border: 1px solid var(--jp-border-color0);
background-color: var(--jp-input-active-background);
height: 22px;
}
.jp-lineFormWrapperFocusWithin {
border: var(--jp-border-width) solid var(--md-blue-500);
box-shadow: inset 0 0 4px var(--md-blue-300);
}
.jp-lineFormInput {
background: transparent;
width: 200px;
height: 100%;
border: none;
outline: none;
color: var(--jp-ui-font-color0);
line-height: 28px;
}
/*-----------------------------------------------------------------------------
| Copyright (c) 2014-2016, Jupyter Development Team.
|
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-JSONEditor {
display: flex;
flex-direction: column;
width: 100%;
}
.jp-JSONEditor-host {
flex: 1 1 auto;
border: var(--jp-border-width) solid var(--jp-input-border-color);
border-radius: 0;
background: var(--jp-layout-color0);
min-height: 50px;
padding: 1px;
}
.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
border-color: red;
outline-color: red;
}
.jp-JSONEditor-header {
display: flex;
flex: 1 0 auto;
padding: 0 0 0 12px;
}
.jp-JSONEditor-header label {
flex: 0 0 auto;
}
.jp-JSONEditor-commitButton {
height: 16px;
width: 16px;
background-size: 18px;
background-repeat: no-repeat;
background-position: center;
}
.jp-JSONEditor-host.jp-mod-focused {
background-color: var(--jp-input-active-background);
border: 1px solid var(--jp-input-active-border-color);
box-shadow: var(--jp-input-box-shadow);
}
.jp-Editor.jp-mod-dropTarget {
border: var(--jp-border-width) solid var(--jp-input-active-border-color);
box-shadow: var(--jp-input-box-shadow);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-DocumentSearch-input {
border: none;
outline: none;
color: var(--jp-ui-font-color0);
font-size: var(--jp-ui-font-size1);
background-color: var(--jp-layout-color0);
font-family: var(--jp-ui-font-family);
padding: 2px 1px;
resize: none;
}
.jp-DocumentSearch-overlay {
position: absolute;
background-color: var(--jp-toolbar-background);
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color);
top: 0;
right: 0;
z-index: 7;
min-width: 405px;
padding: 2px;
font-size: var(--jp-ui-font-size1);
--jp-private-document-search-button-height: 20px;
}
.jp-DocumentSearch-overlay button {
background-color: var(--jp-toolbar-background);
outline: 0;
}
.jp-DocumentSearch-overlay button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-overlay button:active {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-overlay-row {
display: flex;
align-items: center;
margin-bottom: 2px;
}
.jp-DocumentSearch-button-content {
display: inline-block;
cursor: pointer;
box-sizing: border-box;
width: 100%;
height: 100%;
}
.jp-DocumentSearch-button-content svg {
width: 100%;
height: 100%;
}
.jp-DocumentSearch-input-wrapper {
border: var(--jp-border-width) solid var(--jp-border-color0);
display: flex;
background-color: var(--jp-layout-color0);
margin: 2px;
}
.jp-DocumentSearch-input-wrapper:focus-within {
border-color: var(--jp-cell-editor-active-border-color);
}
.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper {
all: initial;
overflow: hidden;
display: inline-block;
border: none;
box-sizing: border-box;
}
.jp-DocumentSearch-toggle-wrapper {
width: 14px;
height: 14px;
}
.jp-DocumentSearch-button-wrapper {
width: var(--jp-private-document-search-button-height);
height: var(--jp-private-document-search-button-height);
}
.jp-DocumentSearch-toggle-wrapper:focus,
.jp-DocumentSearch-button-wrapper:focus {
outline: var(--jp-border-width) solid
var(--jp-cell-editor-active-border-color);
outline-offset: -1px;
}
.jp-DocumentSearch-toggle-wrapper,
.jp-DocumentSearch-button-wrapper,
.jp-DocumentSearch-button-content:focus {
outline: none;
}
.jp-DocumentSearch-toggle-placeholder {
width: 5px;
}
.jp-DocumentSearch-input-button::before {
display: block;
padding-top: 100%;
}
.jp-DocumentSearch-input-button-off {
opacity: var(--jp-search-toggle-off-opacity);
}
.jp-DocumentSearch-input-button-off:hover {
opacity: var(--jp-search-toggle-hover-opacity);
}
.jp-DocumentSearch-input-button-on {
opacity: var(--jp-search-toggle-on-opacity);
}
.jp-DocumentSearch-index-counter {
padding-left: 10px;
padding-right: 10px;
user-select: none;
min-width: 35px;
display: inline-block;
}
.jp-DocumentSearch-up-down-wrapper {
display: inline-block;
padding-right: 2px;
margin-left: auto;
white-space: nowrap;
}
.jp-DocumentSearch-spacer {
margin-left: auto;
}
.jp-DocumentSearch-up-down-wrapper button {
outline: 0;
border: none;
width: var(--jp-private-document-search-button-height);
height: var(--jp-private-document-search-button-height);
vertical-align: middle;
margin: 1px 5px 2px;
}
.jp-DocumentSearch-up-down-button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-up-down-button:active {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-filter-button {
border-radius: var(--jp-border-radius);
}
.jp-DocumentSearch-filter-button:hover {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-filter-button-enabled {
background-color: var(--jp-layout-color2);
}
.jp-DocumentSearch-filter-button-enabled:hover {
background-color: var(--jp-layout-color3);
}
.jp-DocumentSearch-search-options {
padding: 0 8px;
margin-left: 3px;
width: 100%;
display: grid;
justify-content: start;
grid-template-columns: 1fr 1fr;
align-items: center;
justify-items: stretch;
}
.jp-DocumentSearch-search-filter-disabled {
color: var(--jp-ui-font-color2);
}
.jp-DocumentSearch-search-filter {
display: flex;
align-items: center;
user-select: none;
}
.jp-DocumentSearch-regex-error {
color: var(--jp-error-color0);
}
.jp-DocumentSearch-replace-button-wrapper {
overflow: hidden;
display: inline-block;
box-sizing: border-box;
border: var(--jp-border-width) solid var(--jp-border-color0);
margin: auto 2px;
padding: 1px 4px;
height: calc(var(--jp-private-document-search-button-height) + 2px);
}
.jp-DocumentSearch-replace-button-wrapper:focus {
border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
}
.jp-DocumentSearch-replace-button {
display: inline-block;
text-align: center;
cursor: pointer;
box-sizing: border-box;
color: var(--jp-ui-font-color1);
/* height - 2 * (padding of wrapper) */
line-height: calc(var(--jp-private-document-search-button-height) - 2px);
width: 100%;
height: 100%;
}
.jp-DocumentSearch-replace-button:focus {
outline: none;
}
.jp-DocumentSearch-replace-wrapper-class {
margin-left: 14px;
display: flex;
}
.jp-DocumentSearch-replace-toggle {
border: none;
background-color: var(--jp-toolbar-background);
border-radius: var(--jp-border-radius);
}
.jp-DocumentSearch-replace-toggle:hover {
background-color: var(--jp-layout-color2);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.cm-editor {
line-height: var(--jp-code-line-height);
font-size: var(--jp-code-font-size);
font-family: var(--jp-code-font-family);
border: 0;
border-radius: 0;
height: auto;
/* Changed to auto to autogrow */
}
.cm-editor pre {
padding: 0 var(--jp-code-padding);
}
.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog {
background-color: var(--jp-layout-color0);
color: var(--jp-content-font-color1);
}
.jp-CodeMirrorEditor {
cursor: text;
}
/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
@media screen and (min-width: 2138px) and (max-width: 4319px) {
.jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
border-left: var(--jp-code-cursor-width1) solid
var(--jp-editor-cursor-color);
}
}
/* When zoomed out less than 33% */
@media screen and (min-width: 4320px) {
.jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
border-left: var(--jp-code-cursor-width2) solid
var(--jp-editor-cursor-color);
}
}
.cm-editor.jp-mod-readOnly .cm-cursor {
display: none;
}
.jp-CollaboratorCursor {
border-left: 5px solid transparent;
border-right: 5px solid transparent;
border-top: none;
border-bottom: 3px solid;
background-clip: content-box;
margin-left: -5px;
margin-right: -5px;
}
.cm-searching,
.cm-searching span {
/* `.cm-searching span`: we need to override syntax highlighting */
background-color: var(--jp-search-unselected-match-background-color);
color: var(--jp-search-unselected-match-color);
}
.cm-searching::selection,
.cm-searching span::selection {
background-color: var(--jp-search-unselected-match-background-color);
color: var(--jp-search-unselected-match-color);
}
.jp-current-match > .cm-searching,
.jp-current-match > .cm-searching span,
.cm-searching > .jp-current-match,
.cm-searching > .jp-current-match span {
background-color: var(--jp-search-selected-match-background-color);
color: var(--jp-search-selected-match-color);
}
.jp-current-match > .cm-searching::selection,
.cm-searching > .jp-current-match::selection,
.jp-current-match > .cm-searching span::selection {
background-color: var(--jp-search-selected-match-background-color);
color: var(--jp-search-selected-match-color);
}
.cm-trailingspace {
background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=);
background-position: center left;
background-repeat: repeat-x;
}
.jp-CollaboratorCursor-hover {
position: absolute;
z-index: 1;
transform: translateX(-50%);
color: white;
border-radius: 3px;
padding-left: 4px;
padding-right: 4px;
padding-top: 1px;
padding-bottom: 1px;
text-align: center;
font-size: var(--jp-ui-font-size1);
white-space: nowrap;
}
.jp-CodeMirror-ruler {
border-left: 1px dashed var(--jp-border-color2);
}
/* Styles for shared cursors (remote cursor locations and selected ranges) */
.jp-CodeMirrorEditor .cm-ySelectionCaret {
position: relative;
border-left: 1px solid black;
margin-left: -1px;
margin-right: -1px;
box-sizing: border-box;
}
.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo {
white-space: nowrap;
position: absolute;
top: -1.15em;
padding-bottom: 0.05em;
left: -1px;
font-size: 0.95em;
font-family: var(--jp-ui-font-family);
font-weight: bold;
line-height: normal;
user-select: none;
color: white;
padding-left: 2px;
padding-right: 2px;
z-index: 101;
transition: opacity 0.3s ease-in-out;
}
.jp-CodeMirrorEditor .cm-ySelectionInfo {
transition-delay: 0.7s;
opacity: 0;
}
.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo {
opacity: 1;
transition-delay: 0s;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-MimeDocument {
outline: none;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/
:root {
--jp-private-filebrowser-button-height: 28px;
--jp-private-filebrowser-button-width: 48px;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-FileBrowser .jp-SidePanel-content {
display: flex;
flex-direction: column;
}
.jp-FileBrowser-toolbar.jp-Toolbar {
flex-wrap: wrap;
row-gap: 12px;
border-bottom: none;
height: auto;
margin: 8px 12px 0;
box-shadow: none;
padding: 0;
justify-content: flex-start;
}
.jp-FileBrowser-Panel {
flex: 1 1 auto;
display: flex;
flex-direction: column;
}
.jp-BreadCrumbs {
flex: 0 0 auto;
margin: 8px 12px;
}
.jp-BreadCrumbs-item {
margin: 0 2px;
padding: 0 2px;
border-radius: var(--jp-border-radius);
cursor: pointer;
}
.jp-BreadCrumbs-item:hover {
background-color: var(--jp-layout-color2);
}
.jp-BreadCrumbs-item:first-child {
margin-left: 0;
}
.jp-BreadCrumbs-item.jp-mod-dropTarget {
background-color: var(--jp-brand-color2);
opacity: 0.7;
}
/*-----------------------------------------------------------------------------
| Buttons
|----------------------------------------------------------------------------*/
.jp-FileBrowser-toolbar > .jp-Toolbar-item {
flex: 0 0 auto;
padding-left: 0;
padding-right: 2px;
align-items: center;
height: unset;
}
.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {
width: 40px;
}
/*-----------------------------------------------------------------------------
| Other styles
|----------------------------------------------------------------------------*/
.jp-FileDialog.jp-mod-conflict input {
color: var(--jp-error-color1);
}
.jp-FileDialog .jp-new-name-title {
margin-top: 12px;
}
.jp-LastModified-hidden {
display: none;
}
.jp-FileSize-hidden {
display: none;
}
.jp-FileBrowser .lm-AccordionPanel > h3:first-child {
display: none;
}
/*-----------------------------------------------------------------------------
| DirListing
|----------------------------------------------------------------------------*/
.jp-DirListing {
flex: 1 1 auto;
display: flex;
flex-direction: column;
outline: 0;
}
.jp-DirListing-header {
flex: 0 0 auto;
display: flex;
flex-direction: row;
align-items: center;
overflow: hidden;
border-top: var(--jp-border-width) solid var(--jp-border-color2);
border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
box-shadow: var(--jp-toolbar-box-shadow);
z-index: 2;
}
.jp-DirListing-headerItem {
padding: 4px 12px 2px;
font-weight: 500;
}
.jp-DirListing-headerItem:hover {
background: var(--jp-layout-color2);
}
.jp-DirListing-headerItem.jp-id-name {
flex: 1 0 84px;
}
.jp-DirListing-headerItem.jp-id-modified {
flex: 0 0 112px;
border-left: var(--jp-border-width) solid var(--jp-border-color2);
text-align: right;
}
.jp-DirListing-headerItem.jp-id-filesize {
flex: 0 0 75px;
border-left: var(--jp-border-width) solid var(--jp-border-color2);
text-align: right;
}
.jp-id-narrow {
display: none;
flex: 0 0 5px;
padding: 4px;
border-left: var(--jp-border-width) solid var(--jp-border-color2);
text-align: right;
color: var(--jp-border-color2);
}
.jp-DirListing-narrow .jp-id-narrow {
display: block;
}
.jp-DirListing-narrow .jp-id-modified,
.jp-DirListing-narrow .jp-DirListing-itemModified {
display: none;
}
.jp-DirListing-headerItem.jp-mod-selected {
font-weight: 600;
}
/* increase specificity to override bundled default */
.jp-DirListing-content {
flex: 1 1 auto;
margin: 0;
padding: 0;
list-style-type: none;
overflow: auto;
background-color: var(--jp-layout-color1);
}
.jp-DirListing-content mark {
color: var(--jp-ui-font-color0);
background-color: transparent;
font-weight: bold;
}
.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
color: var(--jp-ui-inverse-font-color0);
}
/* Style the directory listing content when a user drops a file to upload */
.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
outline: 5px dashed rgba(128, 128, 128, 0.5);
outline-offset: -10px;
cursor: copy;
}
.jp-DirListing-item {
display: flex;
flex-direction: row;
align-items: center;
padding: 4px 12px;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.jp-DirListing-checkboxWrapper {
/* Increases hit area of checkbox. */
padding: 4px;
}
.jp-DirListing-header
.jp-DirListing-checkboxWrapper
+ .jp-DirListing-headerItem {
padding-left: 4px;
}
.jp-DirListing-content .jp-DirListing-checkboxWrapper {
position: relative;
left: -4px;
margin: -4px 0 -4px -8px;
}
.jp-DirListing-checkboxWrapper.jp-mod-visible {
visibility: visible;
}
/* For devices that support hovering, hide checkboxes until hovered, selected...
*/
@media (hover: hover) {
.jp-DirListing-checkboxWrapper {
visibility: hidden;
}
.jp-DirListing-item:hover .jp-DirListing-checkboxWrapper,
.jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper {
visibility: visible;
}
}
.jp-DirListing-item[data-is-dot] {
opacity: 75%;
}
.jp-DirListing-item.jp-mod-selected {
color: var(--jp-ui-inverse-font-color1);
background: var(--jp-brand-color1);
}
.jp-DirListing-item.jp-mod-dropTarget {
background: var(--jp-brand-color3);
}
.jp-DirListing-item:hover:not(.jp-mod-selected) {
background: var(--jp-layout-color2);
}
.jp-DirListing-itemIcon {
flex: 0 0 20px;
margin-right: 4px;
}
.jp-DirListing-itemText {
flex: 1 0 64px;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
user-select: none;
}
.jp-DirListing-itemText:focus {
outline-width: 2px;
outline-color: var(--jp-inverse-layout-color1);
outline-style: solid;
outline-offset: 1px;
}
.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus {
outline-color: var(--jp-layout-color1);
}
.jp-DirListing-itemModified {
flex: 0 0 125px;
text-align: right;
}
.jp-DirListing-itemFileSize {
flex: 0 0 90px;
text-align: right;
}
.jp-DirListing-editor {
flex: 1 0 64px;
outline: none;
border: none;
color: var(--jp-ui-font-color1);
background-color: var(--jp-layout-color1);
}
.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon::before {
color: var(--jp-success-color1);
content: '\25CF';
font-size: 8px;
position: absolute;
left: -8px;
}
.jp-DirListing-item.jp-mod-running.jp-mod-selected
.jp-DirListing-itemIcon::before {
color: var(--jp-ui-inverse-font-color1);
}
.jp-DirListing-item.lm-mod-drag-image,
.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
font-size: var(--jp-ui-font-size1);
padding-left: 4px;
margin-left: 4px;
width: 160px;
background-color: var(--jp-ui-inverse-font-color2);
box-shadow: var(--jp-elevation-z2);
border-radius: 0;
color: var(--jp-ui-font-color1);
transform: translateX(-40%) translateY(-58%);
}
.jp-Document {
min-width: 120px;
min-height: 120px;
outline: none;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Main OutputArea
| OutputArea has a list of Outputs
|----------------------------------------------------------------------------*/
.jp-OutputArea {
overflow-y: auto;
}
.jp-OutputArea-child {
display: table;
table-layout: fixed;
width: 100%;
overflow: hidden;
}
.jp-OutputPrompt {
width: var(--jp-cell-prompt-width);
color: var(--jp-cell-outprompt-font-color);
font-family: var(--jp-cell-prompt-font-family);
padding: var(--jp-code-padding);
letter-spacing: var(--jp-cell-prompt-letter-spacing);
line-height: var(--jp-code-line-height);
font-size: var(--jp-code-font-size);
border: var(--jp-border-width) solid transparent;
opacity: var(--jp-cell-prompt-opacity);
/* Right align prompt text, don't wrap to handle large prompt numbers */
text-align: right;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
/* Disable text selection */
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.jp-OutputArea-prompt {
display: table-cell;
vertical-align: top;
}
.jp-OutputArea-output {
display: table-cell;
width: 100%;
height: auto;
overflow: auto;
user-select: text;
-moz-user-select: text;
-webkit-user-select: text;
-ms-user-select: text;
}
.jp-OutputArea .jp-RenderedText {
padding-left: 1ch;
}
/**
* Prompt overlay.
*/
.jp-OutputArea-promptOverlay {
position: absolute;
top: 0;
width: var(--jp-cell-prompt-width);
height: 100%;
opacity: 0.5;
}
.jp-OutputArea-promptOverlay:hover {
background: var(--jp-layout-color2);
box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0);
cursor: zoom-out;
}
.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover {
cursor: zoom-in;
}
/**
* Isolated output.
*/
.jp-OutputArea-output.jp-mod-isolated {
width: 100%;
display: block;
}
/*
When drag events occur, `lm-mod-override-cursor` is added to the body.
Because iframes steal all cursor events, the following two rules are necessary
to suppress pointer events while resize drags are occurring. There may be a
better solution to this problem.
*/
body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
position: relative;
}
body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated::before {
content: '';
position: absolute;
top: 0;
left: 0;
right: 0;
bottom: 0;
background: transparent;
}
/* pre */
.jp-OutputArea-output pre {
border: none;
margin: 0;
padding: 0;
overflow-x: auto;
overflow-y: auto;
word-break: break-all;
word-wrap: break-word;
white-space: pre-wrap;
}
/* tables */
.jp-OutputArea-output.jp-RenderedHTMLCommon table {
margin-left: 0;
margin-right: 0;
}
/* description lists */
.jp-OutputArea-output dl,
.jp-OutputArea-output dt,
.jp-OutputArea-output dd {
display: block;
}
.jp-OutputArea-output dl {
width: 100%;
overflow: hidden;
padding: 0;
margin: 0;
}
.jp-OutputArea-output dt {
font-weight: bold;
float: left;
width: 20%;
padding: 0;
margin: 0;
}
.jp-OutputArea-output dd {
float: left;
width: 80%;
padding: 0;
margin: 0;
}
.jp-TrimmedOutputs pre {
background: var(--jp-layout-color3);
font-size: calc(var(--jp-code-font-size) * 1.4);
text-align: center;
text-transform: uppercase;
}
/* Hide the gutter in case of
* - nested output areas (e.g. in the case of output widgets)
* - mirrored output areas
*/
.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
display: none;
}
/* Hide empty lines in the output area, for instance due to cleared widgets */
.jp-OutputArea-prompt:empty {
padding: 0;
border: 0;
}
/*-----------------------------------------------------------------------------
| executeResult is added to any Output-result for the display of the object
| returned by a cell
|----------------------------------------------------------------------------*/
.jp-OutputArea-output.jp-OutputArea-executeResult {
margin-left: 0;
width: 100%;
}
/* Text output with the Out[] prompt needs a top padding to match the
* alignment of the Out[] prompt itself.
*/
.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
padding-top: var(--jp-code-padding);
border-top: var(--jp-border-width) solid transparent;
}
/*-----------------------------------------------------------------------------
| The Stdin output
|----------------------------------------------------------------------------*/
.jp-Stdin-prompt {
color: var(--jp-content-font-color0);
padding-right: var(--jp-code-padding);
vertical-align: baseline;
flex: 0 0 auto;
}
.jp-Stdin-input {
font-family: var(--jp-code-font-family);
font-size: inherit;
color: inherit;
background-color: inherit;
width: 42%;
min-width: 200px;
/* make sure input baseline aligns with prompt */
vertical-align: baseline;
/* padding + margin = 0.5em between prompt and cursor */
padding: 0 0.25em;
margin: 0 0.25em;
flex: 0 0 70%;
}
.jp-Stdin-input::placeholder {
opacity: 0;
}
.jp-Stdin-input:focus {
box-shadow: none;
}
.jp-Stdin-input:focus::placeholder {
opacity: 1;
}
/*-----------------------------------------------------------------------------
| Output Area View
|----------------------------------------------------------------------------*/
.jp-LinkedOutputView .jp-OutputArea {
height: 100%;
display: block;
}
.jp-LinkedOutputView .jp-OutputArea-output:only-child {
height: 100%;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
@media print {
.jp-OutputArea-child {
break-inside: avoid-page;
}
}
/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
.jp-OutputPrompt {
display: table-row;
text-align: left;
}
.jp-OutputArea-child .jp-OutputArea-output {
display: table-row;
margin-left: var(--jp-notebook-padding);
}
}
/* Trimmed outputs warning */
.jp-TrimmedOutputs > a {
margin: 10px;
text-decoration: none;
cursor: pointer;
}
.jp-TrimmedOutputs > a:hover {
text-decoration: none;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Table of Contents
|----------------------------------------------------------------------------*/
:root {
--jp-private-toc-active-width: 4px;
}
.jp-TableOfContents {
display: flex;
flex-direction: column;
background: var(--jp-layout-color1);
color: var(--jp-ui-font-color1);
font-size: var(--jp-ui-font-size1);
height: 100%;
}
.jp-TableOfContents-placeholder {
text-align: center;
}
.jp-TableOfContents-placeholderContent {
color: var(--jp-content-font-color2);
padding: 8px;
}
.jp-TableOfContents-placeholderContent > h3 {
margin-bottom: var(--jp-content-heading-margin-bottom);
}
.jp-TableOfContents .jp-SidePanel-content {
overflow-y: auto;
}
.jp-TableOfContents-tree {
margin: 4px;
}
.jp-TableOfContents ol {
list-style-type: none;
}
/* stylelint-disable-next-line selector-max-type */
.jp-TableOfContents li > ol {
/* Align left border with triangle icon center */
padding-left: 11px;
}
.jp-TableOfContents-content {
/* left margin for the active heading indicator */
margin: 0 0 0 var(--jp-private-toc-active-width);
padding: 0;
background-color: var(--jp-layout-color1);
}
.jp-tocItem {
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
.jp-tocItem-heading {
display: flex;
cursor: pointer;
}
.jp-tocItem-heading:hover {
background-color: var(--jp-layout-color2);
}
.jp-tocItem-content {
display: block;
padding: 4px 0;
white-space: nowrap;
text-overflow: ellipsis;
overflow-x: hidden;
}
.jp-tocItem-collapser {
height: 20px;
margin: 2px 2px 0;
padding: 0;
background: none;
border: none;
cursor: pointer;
}
.jp-tocItem-collapser:hover {
background-color: var(--jp-layout-color3);
}
/* Active heading indicator */
.jp-tocItem-heading::before {
content: ' ';
background: transparent;
width: var(--jp-private-toc-active-width);
height: 24px;
position: absolute;
left: 0;
border-radius: var(--jp-border-radius);
}
.jp-tocItem-heading.jp-tocItem-active::before {
background-color: var(--jp-brand-color1);
}
.jp-tocItem-heading:hover.jp-tocItem-active::before {
background: var(--jp-brand-color0);
opacity: 1;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
.jp-Collapser {
flex: 0 0 var(--jp-cell-collapser-width);
padding: 0;
margin: 0;
border: none;
outline: none;
background: transparent;
border-radius: var(--jp-border-radius);
opacity: 1;
}
.jp-Collapser-child {
display: block;
width: 100%;
box-sizing: border-box;
/* height: 100% doesn't work because the height of its parent is computed from content */
position: absolute;
top: 0;
bottom: 0;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
/*
Hiding collapsers in print mode.
Note: input and output wrappers have "display: block" propery in print mode.
*/
@media print {
.jp-Collapser {
display: none;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Header/Footer
|----------------------------------------------------------------------------*/
/* Hidden by zero height by default */
.jp-CellHeader,
.jp-CellFooter {
height: 0;
width: 100%;
padding: 0;
margin: 0;
border: none;
outline: none;
background: transparent;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Input
|----------------------------------------------------------------------------*/
/* All input areas */
.jp-InputArea {
display: table;
table-layout: fixed;
width: 100%;
overflow: hidden;
}
.jp-InputArea-editor {
display: table-cell;
overflow: hidden;
vertical-align: top;
/* This is the non-active, default styling */
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
border-radius: 0;
background: var(--jp-cell-editor-background);
}
.jp-InputPrompt {
display: table-cell;
vertical-align: top;
width: var(--jp-cell-prompt-width);
color: var(--jp-cell-inprompt-font-color);
font-family: var(--jp-cell-prompt-font-family);
padding: var(--jp-code-padding);
letter-spacing: var(--jp-cell-prompt-letter-spacing);
opacity: var(--jp-cell-prompt-opacity);
line-height: var(--jp-code-line-height);
font-size: var(--jp-code-font-size);
border: var(--jp-border-width) solid transparent;
/* Right align prompt text, don't wrap to handle large prompt numbers */
text-align: right;
white-space: nowrap;
overflow: hidden;
text-overflow: ellipsis;
/* Disable text selection */
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
/*-----------------------------------------------------------------------------
| Mobile
|----------------------------------------------------------------------------*/
@media only screen and (max-width: 760px) {
.jp-InputArea-editor {
display: table-row;
margin-left: var(--jp-notebook-padding);
}
.jp-InputPrompt {
display: table-row;
text-align: left;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/
.jp-Placeholder {
display: table;
table-layout: fixed;
width: 100%;
}
.jp-Placeholder-prompt {
display: table-cell;
box-sizing: border-box;
}
.jp-Placeholder-content {
display: table-cell;
padding: 4px 6px;
border: 1px solid transparent;
border-radius: 0;
background: none;
box-sizing: border-box;
cursor: pointer;
}
.jp-Placeholder-contentContainer {
display: flex;
}
.jp-Placeholder-content:hover,
.jp-InputPlaceholder > .jp-Placeholder-content:hover {
border-color: var(--jp-layout-color3);
}
.jp-Placeholder-content .jp-MoreHorizIcon {
width: 32px;
height: 16px;
border: 1px solid transparent;
border-radius: var(--jp-border-radius);
}
.jp-Placeholder-content .jp-MoreHorizIcon:hover {
border: 1px solid var(--jp-border-color1);
box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.25);
background-color: var(--jp-layout-color0);
}
.jp-PlaceholderText {
white-space: nowrap;
overflow-x: hidden;
color: var(--jp-inverse-layout-color3);
font-family: var(--jp-code-font-family);
}
.jp-InputPlaceholder > .jp-Placeholder-content {
border-color: var(--jp-cell-editor-border-color);
background: var(--jp-cell-editor-background);
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Private CSS variables
|----------------------------------------------------------------------------*/
:root {
--jp-private-cell-scrolling-output-offset: 5px;
}
/*-----------------------------------------------------------------------------
| Cell
|----------------------------------------------------------------------------*/
.jp-Cell {
padding: var(--jp-cell-padding);
margin: 0;
border: none;
outline: none;
background: transparent;
}
/*-----------------------------------------------------------------------------
| Common input/output
|----------------------------------------------------------------------------*/
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: flex;
flex-direction: row;
padding: 0;
margin: 0;
/* Added to reveal the box-shadow on the input and output collapsers. */
overflow: visible;
}
/* Only input/output areas inside cells */
.jp-Cell-inputArea,
.jp-Cell-outputArea {
flex: 1 1 auto;
}
/*-----------------------------------------------------------------------------
| Collapser
|----------------------------------------------------------------------------*/
/* Make the output collapser disappear when there is not output, but do so
* in a manner that leaves it in the layout and preserves its width.
*/
.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
border: none !important;
background: transparent !important;
}
.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
min-height: var(--jp-cell-collapser-min-height);
}
/*-----------------------------------------------------------------------------
| Output
|----------------------------------------------------------------------------*/
/* Put a space between input and output when there IS output */
.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
margin-top: 5px;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
overflow-y: auto;
max-height: 24em;
margin-left: var(--jp-private-cell-scrolling-output-offset);
resize: vertical;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] {
max-height: unset;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {
content: ' ';
box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%);
width: 100%;
height: 100%;
position: sticky;
bottom: 0;
top: 0;
margin-top: -50%;
float: left;
display: block;
pointer-events: none;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {
padding-top: 6px;
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
width: calc(
var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
);
}
.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay {
left: calc(-1 * var(--jp-private-cell-scrolling-output-offset));
}
/*-----------------------------------------------------------------------------
| CodeCell
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| MarkdownCell
|----------------------------------------------------------------------------*/
.jp-MarkdownOutput {
display: table-cell;
width: 100%;
margin-top: 0;
margin-bottom: 0;
padding-left: var(--jp-code-padding);
}
.jp-MarkdownOutput.jp-RenderedHTMLCommon {
overflow: auto;
}
/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */
.jp-collapseHeadingButton {
display: flex;
min-height: var(--jp-cell-collapser-min-height);
font-size: var(--jp-code-font-size);
position: absolute;
background-color: transparent;
background-size: 25px;
background-repeat: no-repeat;
background-position-x: center;
background-position-y: top;
background-image: var(--jp-icon-caret-down);
right: 0;
top: 0;
bottom: 0;
}
.jp-collapseHeadingButton.jp-mod-collapsed {
background-image: var(--jp-icon-caret-right);
}
/*
set the container font size to match that of content
so that the nested collapse buttons have the right size
*/
.jp-MarkdownCell .jp-InputPrompt {
font-size: var(--jp-content-font-size1);
}
/*
Align collapseHeadingButton with cell top header
The font sizes are identical to the ones in packages/rendermime/style/base.css
*/
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {
font-size: var(--jp-content-font-size5);
background-position-y: calc(0.3 * var(--jp-content-font-size5));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {
font-size: var(--jp-content-font-size4);
background-position-y: calc(0.3 * var(--jp-content-font-size4));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {
font-size: var(--jp-content-font-size3);
background-position-y: calc(0.3 * var(--jp-content-font-size3));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {
font-size: var(--jp-content-font-size2);
background-position-y: calc(0.3 * var(--jp-content-font-size2));
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {
font-size: var(--jp-content-font-size1);
background-position-y: top;
}
.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {
font-size: var(--jp-content-font-size0);
background-position-y: top;
}
/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton {
display: none;
}
.jp-Notebook.jp-mod-showHiddenCellsButton
:is(.jp-MarkdownCell:hover, .jp-mod-active)
.jp-collapseHeadingButton {
display: flex;
}
/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which
is a consequence of the showHiddenCellsButton option in Notebook Settings)*/
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton {
margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
margin-top: var(--jp-code-padding);
border: 1px solid var(--jp-border-color2);
background-color: var(--jp-border-color3) !important;
color: var(--jp-content-font-color0) !important;
display: flex;
}
.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover {
background-color: var(--jp-border-color2) !important;
}
.jp-showHiddenCellsButton {
display: none;
}
/*-----------------------------------------------------------------------------
| Printing
|----------------------------------------------------------------------------*/
/*
Using block instead of flex to allow the use of the break-inside CSS property for
cell outputs.
*/
@media print {
.jp-Cell-inputWrapper,
.jp-Cell-outputWrapper {
display: block;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/
:root {
--jp-notebook-toolbar-padding: 2px 5px 2px 2px;
}
/*-----------------------------------------------------------------------------
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-NotebookPanel-toolbar {
padding: var(--jp-notebook-toolbar-padding);
/* disable paint containment from lumino 2.0 default strict CSS containment */
contain: style size !important;
}
.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
border: none;
box-shadow: none;
}
.jp-Notebook-toolbarCellTypeDropdown select {
height: 24px;
font-size: var(--jp-ui-font-size1);
line-height: 14px;
border-radius: 0;
display: block;
}
.jp-Notebook-toolbarCellTypeDropdown span {
top: 5px !important;
}
.jp-Toolbar-responsive-popup {
position: absolute;
height: fit-content;
display: flex;
flex-direction: row;
flex-wrap: wrap;
justify-content: flex-end;
border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
box-shadow: var(--jp-toolbar-box-shadow);
background: var(--jp-toolbar-background);
min-height: var(--jp-toolbar-micro-height);
padding: var(--jp-notebook-toolbar-padding);
z-index: 1;
right: 0;
top: 0;
}
.jp-Toolbar > .jp-Toolbar-responsive-opener {
margin-left: auto;
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Variables
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
/*-----------------------------------------------------------------------------
| Styles
|----------------------------------------------------------------------------*/
.jp-Notebook-ExecutionIndicator {
position: relative;
display: inline-block;
height: 100%;
z-index: 9997;
}
.jp-Notebook-ExecutionIndicator-tooltip {
visibility: hidden;
height: auto;
width: max-content;
width: -moz-max-content;
background-color: var(--jp-layout-color2);
color: var(--jp-ui-font-color1);
text-align: justify;
border-radius: 6px;
padding: 0 5px;
position: fixed;
display: table;
}
.jp-Notebook-ExecutionIndicator-tooltip.up {
transform: translateX(-50%) translateY(-100%) translateY(-32px);
}
.jp-Notebook-ExecutionIndicator-tooltip.down {
transform: translateX(calc(-100% + 16px)) translateY(5px);
}
.jp-Notebook-ExecutionIndicator-tooltip.hidden {
display: none;
}
.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {
visibility: visible;
}
.jp-Notebook-ExecutionIndicator span {
font-size: var(--jp-ui-font-size1);
font-family: var(--jp-ui-font-family);
color: var(--jp-ui-font-color1);
line-height: 24px;
display: block;
}
.jp-Notebook-ExecutionIndicator-progress-bar {
display: flex;
justify-content: center;
height: 100%;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
/*
* Execution indicator
*/
.jp-tocItem-content::after {
content: '';
/* Must be identical to form a circle */
width: 12px;
height: 12px;
background: none;
border: none;
position: absolute;
right: 0;
}
.jp-tocItem-content[data-running='0']::after {
border-radius: 50%;
border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
background: none;
}
.jp-tocItem-content[data-running='1']::after {
border-radius: 50%;
border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
background-color: var(--jp-inverse-layout-color3);
}
.jp-tocItem-content[data-running='0'],
.jp-tocItem-content[data-running='1'] {
margin-right: 12px;
}
/*
* Copyright (c) Jupyter Development Team.
* Distributed under the terms of the Modified BSD License.
*/
.jp-Notebook-footer {
height: 27px;
margin-left: calc(
var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
var(--jp-cell-padding)
);
width: calc(
100% -
(
var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
var(--jp-cell-padding) + var(--jp-cell-padding)
)
);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
color: var(--jp-ui-font-color3);
margin-top: 6px;
background: none;
cursor: pointer;
}
.jp-Notebook-footer:focus {
border-color: var(--jp-cell-editor-active-border-color);
}
/* For devices that support hovering, hide footer until hover */
@media (hover: hover) {
.jp-Notebook-footer {
opacity: 0;
}
.jp-Notebook-footer:focus,
.jp-Notebook-footer:hover {
opacity: 1;
}
}
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| Imports
|----------------------------------------------------------------------------*/
/*-----------------------------------------------------------------------------
| CSS variables
|----------------------------------------------------------------------------*/
:root {
--jp-side-by-side-output-size: 1fr;
--jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);
--jp-private-notebook-dragImage-width: 304px;
--jp-private-notebook-dragImage-height: 36px;
--jp-private-notebook-selected-color: var(--md-blue-400);
--jp-private-notebook-active-color: var(--md-green-400);
}
/*-----------------------------------------------------------------------------
| Notebook
|----------------------------------------------------------------------------*/
/* stylelint-disable selector-max-class */
.jp-NotebookPanel {
display: block;
height: 100%;
}
.jp-NotebookPanel.jp-Document {
min-width: 240px;
min-height: 120px;
}
.jp-Notebook {
padding: var(--jp-notebook-padding);
outline: none;
overflow: auto;
background: var(--jp-layout-color0);
}
.jp-Notebook.jp-mod-scrollPastEnd::after {
display: block;
content: '';
min-height: var(--jp-notebook-scroll-padding);
}
.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
contain: strict;
}
.jp-Notebook .jp-Cell {
overflow: visible;
}
.jp-Notebook .jp-Cell .jp-InputPrompt {
cursor: move;
}
/*-----------------------------------------------------------------------------
| Notebook state related styling
|
| The notebook and cells each have states, here are the possibilities:
|
| - Notebook
| - Command
| - Edit
| - Cell
| - None
| - Active (only one can be active)
| - Selected (the cells actions are applied to)
| - Multiselected (when multiple selected, the cursor)
| - No outputs
|----------------------------------------------------------------------------*/
/* Command or edit modes */
.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
opacity: var(--jp-cell-prompt-not-active-opacity);
color: var(--jp-cell-prompt-not-active-font-color);
}
.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
opacity: var(--jp-cell-prompt-not-active-opacity);
color: var(--jp-cell-prompt-not-active-font-color);
}
/* cell is active */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
background: var(--jp-brand-color1);
}
/* cell is dirty */
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
color: var(--jp-warn-color1);
}
.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt::before {
color: var(--jp-warn-color1);
content: '•';
}
.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
background: var(--jp-warn-color1);
}
/* collapser is hovered */
.jp-Notebook .jp-Cell .jp-Collapser:hover {
box-shadow: var(--jp-elevation-z2);
background: var(--jp-brand-color1);
opacity: var(--jp-cell-collapser-not-active-hover-opacity);
}
/* cell is active and collapser is hovered */
.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
background: var(--jp-brand-color0);
opacity: 1;
}
/* Command mode */
.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
background: var(--jp-notebook-multiselected-color);
}
.jp-Notebook.jp-mod-commandMode
.jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
background: transparent;
}
/* Edit mode */
.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
box-shadow: var(--jp-input-box-shadow);
background-color: var(--jp-cell-editor-active-background);
}
/*-----------------------------------------------------------------------------
| Notebook drag and drop
|----------------------------------------------------------------------------*/
.jp-Notebook-cell.jp-mod-dropSource {
opacity: 0.5;
}
.jp-Notebook-cell.jp-mod-dropTarget,
.jp-Notebook.jp-mod-commandMode
.jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
border-top-color: var(--jp-private-notebook-selected-color);
border-top-style: solid;
border-top-width: 2px;
}
.jp-dragImage {
display: block;
flex-direction: row;
width: var(--jp-private-notebook-dragImage-width);
height: var(--jp-private-notebook-dragImage-height);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
background: var(--jp-cell-editor-background);
overflow: visible;
}
.jp-dragImage-singlePrompt {
box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
}
.jp-dragImage .jp-dragImage-content {
flex: 1 1 auto;
z-index: 2;
font-size: var(--jp-code-font-size);
font-family: var(--jp-code-font-family);
line-height: var(--jp-code-line-height);
padding: var(--jp-code-padding);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
background: var(--jp-cell-editor-background-color);
color: var(--jp-content-font-color3);
text-align: left;
margin: 4px 4px 4px 0;
}
.jp-dragImage .jp-dragImage-prompt {
flex: 0 0 auto;
min-width: 36px;
color: var(--jp-cell-inprompt-font-color);
padding: var(--jp-code-padding);
padding-left: 12px;
font-family: var(--jp-cell-prompt-font-family);
letter-spacing: var(--jp-cell-prompt-letter-spacing);
line-height: 1.9;
font-size: var(--jp-code-font-size);
border: var(--jp-border-width) solid transparent;
}
.jp-dragImage-multipleBack {
z-index: -1;
position: absolute;
height: 32px;
width: 300px;
top: 8px;
left: 8px;
background: var(--jp-layout-color2);
border: var(--jp-border-width) solid var(--jp-input-border-color);
box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
}
/*-----------------------------------------------------------------------------
| Cell toolbar
|----------------------------------------------------------------------------*/
.jp-NotebookTools {
display: block;
min-width: var(--jp-sidebar-min-width);
color: var(--jp-ui-font-color1);
background: var(--jp-layout-color1);
/* This is needed so that all font sizing of children done in ems is
* relative to this base size */
font-size: var(--jp-ui-font-size1);
overflow: auto;
}
.jp-ActiveCellTool {
padding: 12px 0;
display: flex;
}
.jp-ActiveCellTool-Content {
flex: 1 1 auto;
}
.jp-ActiveCellTool .jp-ActiveCellTool-CellContent {
background: var(--jp-cell-editor-background);
border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
border-radius: 0;
min-height: 29px;
}
.jp-ActiveCellTool .jp-InputPrompt {
min-width: calc(var(--jp-cell-prompt-width) * 0.75);
}
.jp-ActiveCellTool-CellContent > pre {
padding: 5px 4px;
margin: 0;
white-space: normal;
}
.jp-MetadataEditorTool {
flex-direction: column;
padding: 12px 0;
}
.jp-RankedPanel > :not(:first-child) {
margin-top: 12px;
}
.jp-KeySelector select.jp-mod-styled {
font-size: var(--jp-ui-font-size1);
color: var(--jp-ui-font-color0);
border: var(--jp-border-width) solid var(--jp-border-color1);
}
.jp-KeySelector label,
.jp-MetadataEditorTool label,
.jp-NumberSetter label {
line-height: 1.4;
}
.jp-NotebookTools .jp-select-wrapper {
margin-top: 4px;
margin-bottom: 0;
}
.jp-NumberSetter input {
width: 100%;
margin-top: 4px;
}
.jp-NotebookTools .jp-Collapse {
margin-top: 16px;
}
/*-----------------------------------------------------------------------------
| Presentation Mode (.jp-mod-presentationMode)
|----------------------------------------------------------------------------*/
.jp-mod-presentationMode .jp-Notebook {
--jp-content-font-size1: var(--jp-content-presentation-font-size1);
--jp-code-font-size: var(--jp-code-presentation-font-size);
}
.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
flex: 0 0 110px;
}
/*-----------------------------------------------------------------------------
| Side-by-side Mode (.jp-mod-sideBySide)
|----------------------------------------------------------------------------*/
.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {
margin-top: 3em;
margin-bottom: 3em;
margin-left: 5%;
margin-right: 5%;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
display: grid;
grid-template-columns: minmax(0, 1fr) min-content minmax(
0,
var(--jp-side-by-side-output-size)
);
grid-template-rows: auto minmax(0, 1fr) auto;
grid-template-areas:
'header header header'
'input handle output'
'footer footer footer';
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
grid-template-columns: minmax(0, 1fr) min-content minmax(
0,
var(--jp-side-by-side-resized-cell)
);
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
grid-area: header;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {
grid-area: input;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {
/* overwrite the default margin (no vertical separation needed in side by side move */
margin-top: 0;
grid-area: output;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {
grid-area: footer;
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {
grid-area: handle;
user-select: none;
display: block;
height: 100%;
cursor: ew-resize;
padding: 0 var(--jp-cell-padding);
}
.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {
content: '';
display: block;
background: var(--jp-border-color2);
height: 100%;
width: 5px;
}
.jp-mod-sideBySide.jp-Notebook
.jp-CodeCell.jp-mod-resizedCell
.jp-CellResizeHandle::after {
background: var(--jp-border-color0);
}
.jp-CellResizeHandle {
display: none;
}
/*-----------------------------------------------------------------------------
| Placeholder
|----------------------------------------------------------------------------*/
.jp-Cell-Placeholder {
padding-left: 55px;
}
.jp-Cell-Placeholder-wrapper {
background: #fff;
border: 1px solid;
border-color: #e5e6e9 #dfe0e4 #d0d1d5;
border-radius: 4px;
-webkit-border-radius: 4px;
margin: 10px 15px;
}
.jp-Cell-Placeholder-wrapper-inner {
padding: 15px;
position: relative;
}
.jp-Cell-Placeholder-wrapper-body {
background-repeat: repeat;
background-size: 50% auto;
}
.jp-Cell-Placeholder-wrapper-body div {
background: #f6f7f8;
background-image: -webkit-linear-gradient(
left,
#f6f7f8 0%,
#edeef1 20%,
#f6f7f8 40%,
#f6f7f8 100%
);
background-repeat: no-repeat;
background-size: 800px 104px;
height: 104px;
position: absolute;
right: 15px;
left: 15px;
top: 15px;
}
div.jp-Cell-Placeholder-h1 {
top: 20px;
height: 20px;
left: 15px;
width: 150px;
}
div.jp-Cell-Placeholder-h2 {
left: 15px;
top: 50px;
height: 10px;
width: 100px;
}
div.jp-Cell-Placeholder-content-1,
div.jp-Cell-Placeholder-content-2,
div.jp-Cell-Placeholder-content-3 {
left: 15px;
right: 15px;
height: 10px;
}
div.jp-Cell-Placeholder-content-1 {
top: 100px;
}
div.jp-Cell-Placeholder-content-2 {
top: 120px;
}
div.jp-Cell-Placeholder-content-3 {
top: 140px;
}
</style>
<style type="text/css">
/*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/
/*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.
Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:
* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations
Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/
:root {
/* Elevation
*
* We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
*
* https://github.com/material-components/material-components-web
* https://material-components-web.appspot.com/elevation.html
*/
--jp-shadow-base-lightness: 0;
--jp-shadow-umbra-color: rgba(
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
0.2
);
--jp-shadow-penumbra-color: rgba(
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
0.14
);
--jp-shadow-ambient-color: rgba(
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
var(--jp-shadow-base-lightness),
0.12
);
--jp-elevation-z0: none;
--jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color),
0 1px 1px 0 var(--jp-shadow-penumbra-color),
0 1px 3px 0 var(--jp-shadow-ambient-color);
--jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
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<h1 id="L%C3%B6sungen-Numpy-&amp;-MatPlotLib">Lösungen Numpy &amp; MatPlotLib<a class="anchor-link" href="#L%C3%B6sungen-Numpy-&amp;-MatPlotLib"></a></h1>
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<h2 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h2><p><em>1 Punkt</em></p>
<p>Erstellen Sie ein NumPy Array, welches 6 Nullen reserviert und speichern Sie das Array in der Variablen <code>only_zeros</code>.</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [3]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">only_zeros</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="mi">6</span><span class="p">)</span>
<span class="n">only_zeros</span>
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<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[3]:</div>
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<pre>array([0., 0., 0., 0., 0., 0.])</pre>
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<h2 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h2><p><em>1 Punkt</em></p>
<p>Erstellen Sie ein NumPy Array mit 11 Elementen mittels <code>linspace</code>. Dabei soll der Startwert = -4 und der Endwert = 17 sein. Speichern Sie das Ergbniss in der Variablen <code>x_scale</code>.</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [4]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">x_scale</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">4</span><span class="p">,</span> <span class="mi">17</span><span class="p">,</span> <span class="n">num</span><span class="o">=</span><span class="mi">11</span><span class="p">)</span>
<span class="n">x_scale</span>
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<pre>array([-4. , -1.9, 0.2, 2.3, 4.4, 6.5, 8.6, 10.7, 12.8, 14.9, 17. ])</pre>
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<h2 id="Aufgabe---Erster-eigener-Plot-Square-Root">Aufgabe - Erster eigener Plot Square Root<a class="anchor-link" href="#Aufgabe---Erster-eigener-Plot-Square-Root"></a></h2><p>Analog zu voheriger Erklärung plotten Sie im folgenden die Funktion Square Root, Mathematisch definiert als $f(x) = \sqrt x; \quad x \geq 0$.</p>
<p>Gehen Sie dabei wie folgt vor:</p>
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<li>Definieren Sie einen <strong>geeigneten</strong> <a href="https://numpy.org/doc/stable/reference/generated/numpy.linspace.html#numpy-linspace">Linespace</a> für die Zahlenraum 0...100. (Tipp: Achten Sie auf die Definition! Die Wurzel ist nur für positive Zahlen definiert.)</li>
<li>Berechnen Sie mittels der Funktion <a href="https://numpy.org/doc/stable/reference/generated/numpy.sqrt.html#numpy.sqrt">np.sqrt</a> die Werte für die Wurzel.</li>
<li>Plotten Sie das Ergebnis</li>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">xs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">100</span><span class="p">,</span> <span class="n">num</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
<span class="n">ys</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">xs</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xs</span><span class="p">,</span> <span class="n">ys</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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jRmzJgfnT9x4kRNmDDB9b3NZpPVanV3LADwii2lNr25ZKc+W7dfx7dcUS9ron5zcTueXAGOsxiGYbjzB1qtVj3++OMaN26c69jzzz+vGTNmaOvWraf88zabTQkJCaqqqlJ8fLw7owGAx6zafUh/+2aHvtn23z1XhnRspd9c3E79s1vwtB8C3pl8frv9ykdtba1CQk68nBgaGiqn0+nutwIAUxmGoUVbKzRl8U7l7zksHd9z5arurXX/Re3UrU2C2REBn+T28nHttddq0qRJysjIUNeuXbVmzRq9+uqruvvuu939VgBgikaHU/PXl+rNJTu1taxakhQRGqKb+qTrV0PaKovHZYGf5fbbLtXV1Xrqqaf08ccfq6KiQmlpaRo1apSefvppRUScej8CbrsA8FV1DQ7NzS/R35cWae/hpo3eYiJCdccFmbpncLaS46PMjgiY5kw+v91ePs4V5QOAr6mtb9Ss3GJNXVqkiuqmpQFaxkTo7sHZuqN/phKahZsdETCdqXM+ACBQVNc16N0Ve/T2sl06dLRekpSWEKVfXdROt+RYFR3BRm/A2aB8AMAPHKmt17T/7Nb0/+xybWmf0aKZxg1tpxt6pysijDU6gHNB+QCA4yqr7frHsiLNWLFHR+sdkqR2rWL0wCXtdW2PNIWxMBjgFpQPAEGvtOqY/r6kSO/nFct+fDXSzq3j9eAl7XVF11QWBgPcjPIBIGiVHKrVlCU79WH+XtU7mkpHT2uiHrqkvS7plMzCYICHUD4ABJ2dlTX62zc7NW/tPjmOr4HeL7uFHrykvQa3T6J0AB5G+QAQNHZUVOv1hTv02fr9+m6RgQs7JOmBoe3Vv21Ls+MBQYPyASDgnax0DO+crAcu6aBe1kSz4wFBh/IBIGCdrHRc1iVFDw3rwL4rgIkoHwACDqUD8G2UDwABg9IB+AfKBwC/R+kA/AvlA4DfonQA/onyAcDvUDoA/0b5AOA3dh04qtf+vV2frqN0AP6M8gHA5+09XKu/LNyhD1fvda1ISukA/BflA4DPKrfV6Y1vduj9vGI1OJpKxyWdkjXh0o6UDsCPUT4A+JxDR+v15pKd+ufy3a5dZge1b6kJl56nPpnNzY4H4BxRPgD4jKpjDfrHt0WatmyXjtY7JEnnZyTqd5efp4HtksyOB8BNKB8ATHfU3qjpy3fr70t2ylbXKEnq1iZev73sPF3csRW7zAIBhvIBwDR1DQ7NWLlHUxbv1MGj9ZKkjimxmnBpR13eNZXSAQQoygcAr6tvdOqD/BL9dVGhym12SVJWy2Z65NKOuqZHmkJDKB1AIKN8APAah9PQvDX79Kd/b9few8ckSW0So/XQsPa68fx0hYeGmB0RgBdQPgB4nGEYWrilQq98tU3byqslSa3iIvXgJe11a1+rIsNCzY4IwIsoHwA8atXuQ3rpy63K33NYkhQfFaZfX9xedw3MUnQEpQMIRpQPAB6xtcymVxZs08KtFZKkqPAQjR2UrfuHtFNCs3Cz4wEwEeUDgFuVHKrVn77ero/X7pNhSKEhFt2SY9X44R2UEh9ldjwAPoDyAcAtDtTY9ddFOzQzd49rKfSru7fWby/rqLatYs2OB8CHUD4AnJMae6PeWlqkf3xb5FqVdFD7lnrsik7qkZ5odjwAPojyAeCs1Dc6NTN3j/66aIdrgbDubRL02BWdNLgDS6ED+GmUDwBnxDAMfbGhTC9/tVV7DtZKkrKTYvS7y87Tld1SFcICYQBOgfIB4LTl7z6kSV9s0ZriI5KkpNhIPXJpB92SY2WBMACnjfIB4JSKKmv00oKt+mpTuSQpOjxU9w1pq/uGtFVMJL9GAJwZfmsA+EkHa+x6fWGhZuYWq9FpKMQi3drXqkeGd1Qyj80COEuUDwA/Utfg0NvLdmnK4p2qsTdtcT/0vFaaeFVndUyJMzseAD9H+QDg4nQa+mjNPv3v/21TaVWdJKlrWryeuKqzBrbnCRYA7kH5ACBJ+rawUi98sVVbSm3S8d1mf3d5R13fsw1PsABwK8oHEOR2VFTr+c+3aPG2SklSXFSYxg1t2vgtKpyN3wC4H+UDCFKHj9brzwsL9d7KPXI4DYWHWnTHBZl66JIOah4TYXY8AAGM8gEEmQaHUzNW7tFr/y5U1bEGSdKlXVL0+6s6Kzspxux4AIIA5QMIEoZhaPG2Sj33+WYVVR6VJHVKjdNT13TRICaTAvAiygcQBLaXN83rWLq9aV5Hy5gI/fay83RrX6tCmUwKwMsoH0AAO3S0Xq/9e7tm5ha75nXcPShb4y5pr/iocLPjAQhSlA8gANU3OvXuit16fWGhbHVNi4Rd3jVFE6/srCzmdQAwGeUDCCCGYWjhlgpN+mKLdh1omtfRuXW8nrqmswa2Y14HAN9A+QACxM7KGj372WbXvI6k2Aj97rLzNDKHeR0AfAvlA/BzR+2N+suiHXp7WZEaHMfndQzO1gND2yuOeR0AfBDlA/BThmHo03X79cIXW1Rus0uSLj6vlZ6+povatoo1Ox4A/CTKB+CHtpTa9Mynm5S365AkKaNFMz19TRcN65wsi4VbLAB8G+UD8CNVtQ169ettem/lHjkNKSo8ROMubq97h7RlHxYAfoPyAfgBp9PQnPwSvfzVNh06Wi9Juqp7qp64uovaJEabHQ8AzgjlA/Bxa4oP65lPN2n93ipJUofkWP3huq4siQ7Ab1E+AB91oMaul77cqrkFeyVJcZFhenh4B40ZmKXw0BCz4wHAWaN8AD7G4TQ0K69YLy/Yqurjq5Pe3Cddj15xnpLjosyOBwDnjPIB+JCN+6r0xMcbtO74LZZubeL17HXd1CezudnRAMBtKB+AD7DVNejV/9uud1fsltNousXyu8vP0x0XZLI6KYCA45Ebx/v27dMdd9yhli1bKjo6Wt27d1d+fr4n3grwa98tFDbsf5do+vKm4nFdzzQt/O1FGjMwi+IBICC5/crH4cOHNWjQIA0dOlRffvmlWrVqpcLCQjVvzmVj4PuKKmv09CebtGzHAUlS26QY/fH6bhrcgadYAAQ2t5ePl156SVarVe+8847rWHZ2trvfBvBbdQ0O/W3xTr25eKfqHU5FhIXogaHt9auL2ioyjIXCAAQ+t992+fTTT5WTk6ORI0cqOTlZvXv31ltvvfWT59vtdtlsthO+gEC1ZHulLn9tqV5fWKh6h1MXdWylrx8ZooeGdaB4AAgabi8fRUVFmjJlijp06KCvvvpKv/71r/XQQw/pn//850nPnzx5shISElxfVqvV3ZEA01VW2/XQ+2s0Zlqe9hysVWp8lKaMPl/Tx/ZVZssYs+MBgFdZDMMw3PkDIyIilJOTo+XLl7uOPfTQQ1q1apVWrFjxo/Ptdrvsdrvre5vNJqvVqqqqKsXHx7szGuB1hmFobsFeTfp8i6qONSjEIo0dlK1HLu2o2EgeNgMQOGw2mxISEk7r89vtv/1at26tLl26nHCsc+fO+te//nXS8yMjIxUZGenuGIDpdh04qt9/tEErig5KkrqmxevFG3uoe3qC2dEAwFRuLx+DBg3Stm3bTji2fft2ZWZmuvutAJ/U4HBq6tIi/XlhoeobnYoKD9GESzvq7kHZCmNZdABwf/l45JFHNHDgQL3wwgu65ZZblJeXp6lTp2rq1KnufivA56wpPqyJH23Q1rJqSdKFHZI0aUR3ZbRsZnY0APAZbp/zIUnz58/XxIkTVVhYqOzsbE2YMEH33nvvaf3ZM7lnBPiKGnuj/t9X2/TPFbtlGFKLmAg9dU1njejVRhYLC4UBCHxn8vntkfJxLigf8Df/3lyupz7ZqNKqOknSjb3b6MlruqhFTITZ0QDAa0ydcAoEi4M1dv3hs836bN1+SZK1RbReuKG7LuzQyuxoAODTKB/AGTIMQ59vKNUzn2zSwaP1Cg2x6JeDszV+eEdFR7BQGACcCuUDOAMV1XV6et4mLdhUJkk6LyVOr4zsoR7piWZHAwC/QfkAToNhGJq3dp+e/WyzjtQ2KCzEot8Mba8HhrZXRBiPzwLAmaB8AKdQVlWnJz7eoIVbK6Tji4W9fHMPdU1jsTAAOBuUD+AnfLc0+nPzN6u6rlHhoRY9PKyDfnVRO4WzWBgAnDXKB3AS+44c08SPNmjp9kpJUs/0BL0ysqc6psSZHQ0A/B7lA/gewzA0e1WJJn2+RTX2RkWEhei3l3bUPYNZGh0A3IXyARxXYavTo/9ar8Xbmq529Mlsrpdv7qF2rWLNjgYAAYXyAUiav36/npy3UUdqGxQRFqJHLz9PYwdlKzSEpdEBwN0oHwhqR2rr9fQnm/Tp8VVKu7WJ159u6aUOzO0AAI+hfCBoLdleqUc/XKdym12hIRaNG9peD17SnidZAMDDKB8IOrX1jZr0+RbNzC2WJLVtFaNXb+mlXlZWKQUAb6B8IKgU7DmkCXPWac/BWknSXQOz9NgVndiTBQC8iPKBoGBvdOjP/y7Um0t2ymlIrROi9P9G9tSg9klmRwOAoEP5QMDbXl6th2ev1ZZSmyTpxvPb6JlruyohOtzsaAAQlCgfCFiGYei9lXs06fMtsjc61SImQi/c0E1XdGttdjQACGqUDwSkgzV2PfrhetdmcBd1bKVXRvZQclyU2dEAIOhRPhBwlmyv1G/nrNOBGrsiQkP0+JWddNfALIWwYBgA+ATKBwKGvdGhlxds09vLdkmSOiTH6vVRvdW5dbzZ0QAA30P5QEAoLK/WQ9+bVPqLAZn6/VWdFRXOI7QA4GsoH/BrhmFoZm6xnpu/2TWp9JWbe2hY5xSzowEAfgLlA36r6liDHvtwvRZsKpMkXdghSf87sqeS45lUCgC+jPIBv7S25IgemLVaew8fU3ioRY9d0Ul3D8pmUikA+AHKB/yKYRh6e9kuvfjlVjU6DVlbROuvo85XT/ZlAQC/QfmA3zh8tF6/m7vOtXbHVd1T9eJNPRQfxUqlAOBPKB/wC/m7D+nB99eotKpOEWEheuqaLrqjf4YsFm6zAIC/oXzApzmdhqYs2alXv94uh9NQdlKM/np7b3VNSzA7GgDgLFE+4LMO1tg1/oO1+rbwgCRpRK80PX9Dd8VG8s8WAPwZv8Xhk1YXH9a4matVWlWnqPAQ/fG6bhqZk85tFgAIAJQP+JTvdqJ9bv5mNTgMtU2K0ZQ7+ui81DizowEA3ITyAZ9RW9+o33+0QfPW7peOP83y0k09FMfTLAAQUCgf8AlFlTW6f0aBtpfXKDTEoolXdtI9g7O5zQIAAYjyAdMt2Fiq381drxp7o1rFReqN289Xv+wWZscCAHgI5QOmaXQ49fJX2zR1aZEkqV9WC/319t7szQIAAY7yAVNUVtv1wKzVyt11SJJ035C2+p/Lz1N4aIjZ0QAAHkb5gNet33tEv3qvQKVVdYqNDNMrN/fQld1bmx0LAOAllA941bw1+/TYv9bL3uhU21Yxmnpnjtonx5odCwDgRZQPeIXDaeilBVtd8zsu6ZSs127rxaZwABCEKB/wuKraBj04e42Wbq+UJI0b2k4TLj1PoSE8RgsAwYjyAY8qLK/Wve/ma/fBWkWHh+qVkT10TY80s2MBAExE+YDHfL25XI98sFY19ka1SYzW1F/0YTdaAADlA+5nGIb+umiH/vfr7ZKk/tkt9LfR56tlbKTZ0QAAPoDyAbeqa3Dod3PXaf76UknSmAGZevKaLqzfAQBwoXzAbSqr7br33XytLTmisBCLnhvRTaP6ZZgdCwDgYygfcIutZTbdMz1f+44cU0J0uN68o48GtGtpdiwAgA+ifOCcfbO1Qg/MWq2j9Q5lJ8Vo2l19lZ0UY3YsAICPonzgnEz/zy79cf5mOQ3pgrYt9OYdfZTYLMLsWAAAH0b5wFlpdDj1x/mb9e6KPZKkW3LS9fyI7ooIY2IpAODnUT5wxmrrG/XgrDVauLVCFov0+BWddN+QtrJYWLEUAHBqlA+ckQM1dt0zfZXW7a1SZFiI/nxbL13RjR1pAQCnj/KB07brwFGNmZan4kO1at4sXP8Y01d9MpubHQsA4GcoHzgtq4sP657pq3S4tkEZLZpp+ti+atsq1uxYAAA/RPnAKX21qUwPvb9G9kaneqYn6O27+iqJpdIBAGeJ8oGf9e6K3Xrm000yDGlYp2T95fbeahbBPxsAwNnjUwQnZRiG/vT1dr2+aIckaVS/DD13fVeFsUcLAOAcefyT5MUXX5TFYtH48eM9/VZwE4fT0FOfbHQVjwmXdtQLN3SjeAAA3MKjVz5WrVqlv//97+rRo4cn3wZuVN/o1IQ5azV/faksFumP13fTnRdkmh0LABBAPPafsjU1NRo9erTeeustNW/O45j+oLa+Ub98N1/z15cqPNSi12/rTfEAALidx8rHuHHjdPXVV2v48OE/e57dbpfNZjvhC953pLZeo/+Rq6XbKxUdHqp/jOmra3ummR0LABCAPHLbZfbs2Vq9erVWrVp1ynMnT56sZ5991hMxcJrKqur0i2m52l5eo4TocE27i8XDAACe4/YrHyUlJXr44Yc1c+ZMRUVFnfL8iRMnqqqqyvVVUlLi7kj4GSWHajXy78u1vbxGyXGRmvOrARQPAIBHWQzDMNz5A+fNm6cbbrhBoaGhrmMOh0MWi0UhISGy2+0nvPZDNptNCQkJqqqqUnx8vDuj4Qd2HTiq299aqdKqOmW2bKYZ9/SXtUUzs2MBAPzQmXx+u/22y7Bhw7Rhw4YTjo0dO1adOnXSY4899rPFA95TWF6t2/+Rq8pqu9q1itGsey9QSvypr1QBAHCu3F4+4uLi1K1btxOOxcTEqGXLlj86DnNs3m/TnW/n6uDRenVKjdN79/RXqziWSwcAeAcrnAaZ9XuP6M6381R1rEHd2sTrvbv7q3lMhNmxAABBxCvlY/Hixd54G5xCwZ7DumtanqrtjeqdkajpY/spITrc7FgAgCDDlY8gkVt0UGOnr1JtvUP9slpo2ti+io3krx8A4H18+gSB/N2HXMVjcPskTf1FH3amBQCYhk+gALe6+LDueqepeFzYIUlv/SJHUeE8cQQAMA/blAaw9XuPaMzbeaqxN2pA25aaeifFAwBgPspHgNq4r0p3/CNX1fZG9ctqobfvylF0BMUDAGA+ykcA2lrWtI6Hra5RfTKba9rYvszxAAD4DMpHgCksr9bot3J1uLZBPa2Jms5TLQAAH0P5CCBFlTUa9VbTyqXd2sTr3bv7KS6KdTwAAL6F8hEgSquO6c6383Sgxq7OreM1457+LCAGAPBJlI8AcPhove58O0/7jhxT26QYzbinnxKbsWQ6AMA3UT783FF7o+6avko7KmrUOiFK7/2yv1rGskkcAMB3UT78mL3RoftnFGhdyRE1bxau9+7ppzaJ0WbHAgDgZ1E+/JTDaWjCB+v0beEBNYsI1Ttj+6l9cpzZsQAAOCXKhx8yDENPztuozzeUKjzUoql35qiXNdHsWAAAnBbKhx/6f/+3Te/nFctikf58W28N7pBkdiQAAE4b5cPPvLtit974ZqckadKI7rqqe2uzIwEAcEYoH37k35vL9YdPN0mSfntpR93eP8PsSAAAnDHKh59Yv/eIHnx/jZyGdFtfqx64pL3ZkQAAOCuUDz9QcqhWd0/P17EGh4Z0bKXnRnSTxWIxOxYAAGeF8uHjqmobNHb6Ktey6X8bfb7CQ/lrAwD4Lz7FfFiDw6n7ZxS4Vi995y52qAUA+D/Kh48yDEPPfLpJK4oOKiYiVNPu6qvUhCizYwEAcM4oHz7q3RV7NCu3aS2P10f1VufW8WZHAgDALSgfPujbwkr9cf5mSdLEKztpWOcUsyMBAOA2lA8fs7OyRr+ZuVoOp6Gbzk/XvRe2NTsSAABuRfnwIVW1Dbr3n/mqrmtUn8zmeuFGHqkFAAQeyoePcDoNPTJnrYoOHFWbxGi9eUcfRYaFmh0LAAC3o3z4iL8s2qFFWysUGRaiv9/ZR63iIs2OBACAR1A+fMA32yr02sLtkqTnR3RTtzYJZkcCAMBjKB8mKz5Yq4ffXyPDkEb3z9DIHKvZkQAA8CjKh4mO1Tv0qxkFstU1qpc1UU9f28XsSAAAeBzlw0RPztuoLaU2tYyJ0JQ7zmeCKQAgKFA+TPKvgr361+q9CrFIf7m9t1onRJsdCQAAr6B8mGBnZY2e+mSjJGn88I4a2C7J7EgAAHgN5cPL6hocemDWGtXWOzSwXUuNG9re7EgAAHgV5cPLXvhii2uex59u7aXQEFYwBQAEF8qHFy3YWKZ3V+yRJP3vLT2VEh9ldiQAALyO8uEl+44c06MfrpMk/WpIW118XrLZkQAAMAXlwwucTkO/nbNWtrpG9bQm6reXnWd2JAAATEP58ILpy3drZdEhRYeH6s+39lJEGMMOAAhefAp62I6KGr20YKsk6YmrOysrKcbsSAAAmIry4UENDqcmzFkre6NTQzq20uj+GWZHAgDAdJQPD/rbNzu1fm+V4qPC9PJNPWSx8FgtAACUDw/ZsLdKf1lUKEl6bkQ3pSbwWC0AAKJ8eIa90aEJc9aq0Wno6u6tdV3PNLMjAQDgMygfHvD3JUUqrKhRUmyEnhvRjdstAAB8D+XDzXZW1uivi3ZIkp66potaxESYHQkAAJ9C+XAjwzD0xMcbVO9w6qKOrbjdAgDASVA+3GhuwV6tLDqkqPAQPc/tFgAATory4SYHauya9PkWSdIjwzvK2qKZ2ZEAAPBJlA83eX7+ZlUda1CX1vG6Z3C22XEAAPBZlA83+LawUvPW7leIRZp8Y3eFhTKsAAD8FD4lz1Gjw6lnP9ssSfrFgCz1tCaaHQkAAJ9G+ThHs/KKtaOiRs2bheuRSzuaHQcAAJ9H+TgHVbUN+tPX2yVJEy7tqITocLMjAQDg8ygf5+D1RYU6XNugDsmxGtWPHWsBADgdbi8fkydPVt++fRUXF6fk5GSNGDFC27Ztc/fbmK6oskb/XL5bOr6SKZNMAQA4PW7/xFyyZInGjRunlStX6uuvv1ZDQ4Muu+wyHT161N1vZaoXvtiiRqehSzola0jHVmbHAQDAb4S5+wcuWLDghO+nT5+u5ORkFRQUaMiQIe5+O1N8W1ipf2+pUFiIRb+/qrPZcQAA8CtuLx8/VFVVJUlq0aLFSV+32+2y2+2u7202m6cjnROH09Dz85tWMr1zQKbaJ8eaHQkAAL/i0YkKTqdT48eP16BBg9StW7eTnjN58mQlJCS4vqxWqycjnbNP1u7TtvJqJUSH6+FhHcyOAwCA3/Fo+Rg3bpw2btyo2bNn/+Q5EydOVFVVleurpKTEk5HOSYPDqdf+XShJ+tVFbZXYLMLsSAAA+B2P3XZ54IEHNH/+fC1dulTp6ek/eV5kZKQiIyM9FcOt5uSXqPhQrZJiI3XXwCyz4wAA4JfcXj4Mw9CDDz6ojz/+WIsXL1Z2dmBsslbX4NBfFu6QJD0wtJ2aRXh8ugwAAAHJ7Z+g48aN06xZs/TJJ58oLi5OZWVlkqSEhARFR0e7++28ZnZescpsdUpLiNKo/iwoBgDA2XL7nI8pU6aoqqpKF198sVq3bu36+uCDD9z9Vl5jb3To70uLJEm/GdpekWGhZkcCAMBveeS2S6D5aPU+lVbVKSU+Ujf3+en5KwAA4NRYE/wUGh1O/W1x01yP+4a0U1Q4Vz0AADgXlI9T+HTdfpUcOqaWMREa1c+31yABAMAfUD5+hmEYmnp8rsfdg7N5wgUAADegfPyM/+w4qK1l1YoOD9Ud/TPNjgMAQECgfPyMfyxruupxS066EpqFmx0HAICAQPn4CYXl1Vq8rVIWS9MtFwAA4B6Uj58w7T+7JEmXdUlRZssYs+MAABAwKB8nUXWsQR+v2SdJumdwW7PjAAAQUCgfJzFvzT7VNTjVMSVWfbOamx0HAICAQvn4AcMwNCu3WJJ0e78MWSwWsyMBABBQKB8/sLr4sLaVVysqPEQ3nM9S6gAAuBvl4wdmrmy66nFtjzQlRPN4LQAA7kb5+J6qYw36fEOpJOn2/hlmxwEAICBRPr5nwcZS2RubJpr2siaaHQcAgIBE+fieeWv2S5Ku79WGiaYAAHgI5eO4sqo6rdx1UJJ0fa80s+MAABCwKB/HfbpunwxD6pvVXOnNm5kdBwCAgEX5OO77t1wAAIDnUD6ObyK3udSmsBCLru7e2uw4AAAENMqHpAUbyyRJQzq2UvOYCLPjAAAQ0CgfkhZurZAkXdolxewoAAAEvKAvH5XVdq3be0SSdEmnZLPjAAAQ8IK+fHyzrUKGIXVvk6CU+Ciz4wAAEPCCvnws3FIuSRrWmaseAAB4Q1CXj7oGh74tPCBJGtaJ+R4AAHhDUJeP3F2HVFvvUEp8pLq1iTc7DgAAQSGoy8c3x59yuaRTMnu5AADgJUFdPvJ2HZIkDW7fyuwoAAAEjaAtHzX2Rm0ts0mScrKamx0HAICgEbTlY03xYTkNKb15NI/YAgDgRUFbPgr2HJYk5WRy1QMAAG8K+vLRJ6uF2VEAAAgqQVk+HE5Da4qbllTvk8GVDwAAvCkoy8fWMptq7I2KiwzTealxZscBACCoBGX5+O6WS6+MRIWGsL4HAADeFNTlIyeT+R4AAHhbUJaPtSXH53vwpAsAAF4XdOXDMAyVVtVJkrKSmpkdBwCAoBN05cN2rFH1jU5JUlJspNlxAAAIOkFXPiprmq56xEeFKSo81Ow4AAAEnaArHxU2uyQpmSXVAQAwRdCVj8qapvLRilsuAACYIvjKR/Xx8hFH+QAAwAxBVz4qjpePZMoHAACmCLrywZUPAADMRfkAAABeFXTlo6K66VHb5DiedgEAwAxBVz648gEAgLmCqnzUNzp1uLZBonwAAGCaoCofB46v8REealFidLjZcQAACEpBVT6+u+WSFBupkBCL2XEAAAhKQVk+uOUCAIB5gqp8sMAYAADmC6rywZUPAADMF1zlo6ZpjQ82lQMAwDxBVT4qbMevfMSzwBgAAGbxWPl44403lJWVpaioKPXv3195eXmeeqvTVnn8UVuufAAAYB6PlI8PPvhAEyZM0DPPPKPVq1erZ8+euvzyy1VRUeGJtzttzPkAAMB8Hikfr776qu69916NHTtWXbp00ZtvvqlmzZpp2rRpnni702IYBk+7AADgA9xePurr61VQUKDhw4f/901CQjR8+HCtWLHiR+fb7XbZbLYTvjzBVteo+kanxJUPAABM5fbyceDAATkcDqWkpJxwPCUlRWVlZT86f/LkyUpISHB9Wa1Wd0eSvnfLJS4qTFHhoR55DwAAcGqmP+0yceJEVVVVub5KSko88j7xUWH67aUddc/gbI/8fAAAcHrC3P0Dk5KSFBoaqvLy8hOOl5eXKzU19UfnR0ZGKjLS87dBkuOj9OCwDh5/HwAA8PPcfuUjIiJCffr00cKFC13HnE6nFi5cqAEDBrj77QAAgJ9x+5UPSZowYYLGjBmjnJwc9evXT6+99pqOHj2qsWPHeuLtAACAH/FI+bj11ltVWVmpp59+WmVlZerVq5cWLFjwo0moAAAg+FgMwzDMDvF9NptNCQkJqqqqUnx8vNlxAADAaTiTz2/Tn3YBAADBhfIBAAC8ivIBAAC8ivIBAAC8ivIBAAC8ivIBAAC8ivIBAAC8ivIBAAC8ivIBAAC8yiPLq5+L7xZctdlsZkcBAACn6bvP7dNZON3nykd1dbUkyWq1mh0FAACcoerqaiUkJPzsOT63t4vT6dT+/fsVFxcni8Xi1p9ts9lktVpVUlLCvjEexDh7B+PsHYyz9zDW3uGpcTYMQ9XV1UpLS1NIyM/P6vC5Kx8hISFKT0/36HvEx8fzD9sLGGfvYJy9g3H2HsbaOzwxzqe64vEdJpwCAACvonwAAACvCqryERkZqWeeeUaRkZFmRwlojLN3MM7ewTh7D2PtHb4wzj434RQAAAS2oLryAQAAzEf5AAAAXkX5AAAAXkX5AAAAXhU05eONN95QVlaWoqKi1L9/f+Xl5Zkdya9NnjxZffv2VVxcnJKTkzVixAht27bthHPq6uo0btw4tWzZUrGxsbrppptUXl5uWuZA8OKLL8pisWj8+PGuY4yz++zbt0933HGHWrZsqejoaHXv3l35+fmu1w3D0NNPP63WrVsrOjpaw4cPV2FhoamZ/Y3D4dBTTz2l7OxsRUdHq127dnruuedO2A+EcT5zS5cu1bXXXqu0tDRZLBbNmzfvhNdPZ0wPHTqk0aNHKz4+XomJibrnnntUU1PjmcBGEJg9e7YRERFhTJs2zdi0aZNx7733GomJiUZ5ebnZ0fzW5ZdfbrzzzjvGxo0bjbVr1xpXXXWVkZGRYdTU1LjOuf/++w2r1WosXLjQyM/PNy644AJj4MCBpub2Z3l5eUZWVpbRo0cP4+GHH3YdZ5zd49ChQ0ZmZqZx1113Gbm5uUZRUZHx1VdfGTt27HCd8+KLLxoJCQnGvHnzjHXr1hnXXXedkZ2dbRw7dszU7P5k0qRJRsuWLY358+cbu3btMubOnWvExsYaf/7zn13nMM5n7osvvjCeeOIJ46OPPjIkGR9//PEJr5/OmF5xxRVGz549jZUrVxrffvut0b59e2PUqFEeyRsU5aNfv37GuHHjXN87HA4jLS3NmDx5sqm5AklFRYUhyViyZIlhGIZx5MgRIzw83Jg7d67rnC1bthiSjBUrVpiY1D9VV1cbHTp0ML7++mvjoosucpUPxtl9HnvsMWPw4ME/+brT6TRSU1ONV155xXXsyJEjRmRkpPH+++97KaX/u/rqq4277777hGM33nijMXr0aMNgnN3ih+XjdMZ08+bNhiRj1apVrnO+/PJLw2KxGPv27XN7xoC/7VJfX6+CggINHz7cdSwkJETDhw/XihUrTM0WSKqqqiRJLVq0kCQVFBSooaHhhHHv1KmTMjIyGPezMG7cOF199dUnjKcYZ7f69NNPlZOTo5EjRyo5OVm9e/fWW2+95Xp9165dKisrO2GsExIS1L9/f8b6DAwcOFALFy7U9u3bJUnr1q3TsmXLdOWVV0qMs0eczpiuWLFCiYmJysnJcZ0zfPhwhYSEKDc31+2ZfG5jOXc7cOCAHA6HUlJSTjiekpKirVu3mpYrkDidTo0fP16DBg1St27dJEllZWWKiIhQYmLiCeempKSorKzMpKT+afbs2Vq9erVWrVr1o9cYZ/cpKirSlClTNGHCBP3+97/XqlWr9NBDDykiIkJjxoxxjefJfpcw1qfv8ccfl81mU6dOnRQaGiqHw6FJkyZp9OjR0vF/02Kc3ep0xrSsrEzJycknvB4WFqYWLVp4ZNwDvnzA88aNG6eNGzdq2bJlZkcJOCUlJXr44Yf19ddfKyoqyuw4Ac3pdConJ0cvvPCCJKl3797auHGj3nzzTY0ZM8bseAFjzpw5mjlzpmbNmqWuXbtq7dq1Gj9+vNLS0hjnIBLwt12SkpIUGhr6o9n/5eXlSk1NNS1XoHjggQc0f/58ffPNN0pPT3cdT01NVX19vY4cOXLC+Yz7mSkoKFBFRYXOP/98hYWFKSwsTEuWLNHrr7+usLAwpaSkMM5u0rp1a3Xp0uWEY507d1ZxcbF0/N+0jo/t9zHWZ+Z//ud/9Pjjj+u2225T9+7ddeedd+qRRx7R5MmTJcbZI05nTFNTU1VRUXHC642NjTp06JBHxj3gy0dERIT69OmjhQsXuo45nU4tXLhQAwYMMDWbPzMMQw888IA+/vhjLVq0SNnZ2Se83qdPH4WHh58w7tu2bVNxcTHjfgaGDRumDRs2aO3ata6vnJwcjR492vW/GWf3GDRo0I8eF9++fbsyMzMlSdnZ2UpNTT1hrG02m3JzcxnrM1BbW6uQkBM/ekJDQ+V0OiXG2SNOZ0wHDBigI0eOqKCgwHXOokWL5HQ61b9/f/eHcvsUVh80e/ZsIzIy0pg+fbqxefNm47777jMSExONsrIys6P5rV//+tdGQkKCsXjxYqO0tNT1VVtb6zrn/vvvNzIyMoxFixYZ+fn5xoABA4wBAwaYmjsQfP9pF4Nxdpu8vDwjLCzMmDRpklFYWGjMnDnTaNasmTFjxgzXOS+++KKRmJhofPLJJ8b69euN66+/nkdAz9CYMWOMNm3auB61/eijj4ykpCTj0UcfdZ3DOJ+56upqY82aNcaaNWsMScarr75qrFmzxtizZ49hnOaYXnHFFUbv3r2N3NxcY9myZUaHDh141PZc/eUvfzEyMjKMiIgIo1+/fsbKlSvNjuTXJJ3065133nGdc+zYMeM3v/mN0bx5c6NZs2bGDTfcYJSWlpqaOxD8sHwwzu7z2WefGd26dTMiIyONTp06GVOnTj3hdafTaTz11FNGSkqKERkZaQwbNszYtm2baXn9kc1mMx5++GEjIyPDiIqKMtq2bWs88cQTht1ud53DOJ+5b7755qS/k8eMGWMYpzmmBw8eNEaNGmXExsYa8fHxxtixY43q6mqP5LUY319WDgAAwMMCfs4HAADwLZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVZQPAADgVf8fXXhtenHvJLwAAAAASUVORK5CYII="/>
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<h2 id="Aufgabe---Multiplot">Aufgabe - Multiplot<a class="anchor-link" href="#Aufgabe---Multiplot"></a></h2><p><em>8 Punkte</em></p>
<p>In der nächsten Aufgabe wollen wir gleich zwei Funktionen plotten. $f(x) = \sqrt x; x \geq 0$ und $g(x) = x^2$.</p>
<p>Gehen Sie dabei wie folgt vor:</p>
<ol>
<li>Definieren Sie einen geeigneten <a href="https://numpy.org/doc/stable/reference/generated/numpy.linspace.html#numpy-linspace">Linespace</a> für die Zahlenraum 0...3. (Tipp: Achten Sie auf die Definition! Die Wurzel ist nur für positive Zahlen definiert.)</li>
<li>Berechnen Sie mittels der Funktion <a href="https://numpy.org/doc/stable/reference/generated/numpy.sqrt.html#numpy.sqrt">np.sqrt</a> die Werte für die Wurzel.</li>
<li>Berechnen Sie mittels der Funktion <a href="https://numpy.org/doc/stable/reference/generated/numpy.square.html#numpy-square">np.square</a> die Werte für die Quadratzahlen</li>
<li>Geben Sie den beiden Plots die Farben Grün &amp; Rot. Nutzen Sie gerne die <a href="https://matplotlib.org/stable/users/explain/colors/colors.html">Color Shorthands</a> aus der Dokumentation.</li>
<li>Plotten Sie die Square Funktion mit dem Linestyle <code>dashdot</code>, wie der Dokumentation zu entnehmen <a href="https://matplotlib.org/stable/gallery/lines_bars_and_markers/linestyles.html">Linestyles</a></li>
<li>Geben Sie den beiden Plots angemessene Labels.</li>
<li>Fügen Sie die Legende hinzu.</li>
<li>Plotten Sie das Ergebnis.</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [6]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">xt</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="n">num</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
<span class="n">sqrt</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">xt</span><span class="p">)</span>
<span class="n">square</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">xt</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xt</span><span class="p">,</span> <span class="n">sqrt</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'r'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"Square Root"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xt</span><span class="p">,</span> <span class="n">square</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'g'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"Square Function"</span><span class="p">,</span> <span class="n">linestyle</span><span class="o">=</span><span class="s2">"dashdot"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>
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"/>
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<h2 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h2><p><em>6 Punkte</em></p>
<p>Schreibe einen <em>Linear Congruent Generator</em> mit dem funktionsnamen <code>lcg</code>.</p>
<ul>
<li>Nutze die oben gegebene Definition</li>
<li>Prüfe auch, das Werte nicht verwendet werden dürfen (Bsp. $n \geq 0$)</li>
<li><code>lcg</code> muss ein unendlicher Generator sein</li>
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<h1 id="Pseudo-Randomness">Pseudo Randomness<a class="anchor-link" href="#Pseudo-Randomness"></a></h1><p>Zufallszahlen in Computern werden über Formeln berechnet. Einer dieser Generatoren ist der <em>Linear Congruent Generator (LCG)</em>, dessen mathematische Grundlage leicht verdaulich ist.</p>
<p>$$ X_{n+1} = (aX_n + c) \;mod\; m; \quad n \geq 0 $$</p>
<p>Wenn $ c = 0 $ dann nennt man den Generator auch <em>Multiplicative Congruent Generator (MCG)</em>.</p>
<p>Die Werte haben folgenden Nutzen in der Funktion:</p>
<ul>
<li>$X_n$ ist der Startwert oder seed</li>
<li>$X_{n+1}$ ist der Folgewert der im nächsten Schritt für $X_n$ eingesetzt wird</li>
<li>$a$ ist der Vorfaktor vom Startwert. Dieser wird skaliert, deshalb wird er Skalar gennant</li>
<li>$c$ ist das hinzuaddierte Offset</li>
<li>$m$ ist der Restklassenring oder auch Modulus genannt</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [7]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">lcg</span><span class="p">(</span><span class="n">seed</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">scalar</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">modulus</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">offset</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
<span class="w"> </span><span class="sd">''' </span>
<span class="sd"> Linear Congruential Generators</span>
<span class="sd"> X(n+1) = (a X(n) + c) mod m; n &gt;= 0</span>
<span class="sd"> m &gt; 0; </span>
<span class="sd"> 0 &lt;= a &lt; m;</span>
<span class="sd"> c &gt; 0; a &gt; 0</span>
<span class="sd"> '''</span>
<span class="k">assert</span> <span class="n">modulus</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">,</span> <span class="s2">"Modulus must be greater than 0"</span>
<span class="k">assert</span> <span class="mi">0</span> <span class="o">&lt;=</span> <span class="n">scalar</span> <span class="ow">and</span> <span class="n">scalar</span> <span class="o">&lt;</span> <span class="n">modulus</span><span class="p">,</span> <span class="s2">"Scalar must be in range 0 &lt;= a &lt; m"</span>
<span class="k">while</span> <span class="n">seed</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
<span class="n">seed</span> <span class="o">=</span> <span class="p">(</span><span class="n">scalar</span><span class="o">*</span><span class="n">seed</span><span class="o">+</span><span class="n">offset</span><span class="p">)</span> <span class="o">%</span> <span class="n">modulus</span>
<span class="k">assert</span> <span class="n">seed</span> <span class="o">&gt;=</span> <span class="mi">0</span>
<span class="k">yield</span> <span class="n">seed</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [11]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># Cocktailshaker Numbers</span>
<span class="n">rng</span> <span class="o">=</span> <span class="n">lcg</span><span class="p">(</span>
<span class="mi">3935559000370003845</span><span class="p">,</span>
<span class="mi">3203021881815356449</span><span class="p">,</span>
<span class="mi">2</span><span class="o">**</span><span class="mi">64</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">11742185885288659963</span>
<span class="p">)</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">6</span><span class="p">):</span>
<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">."</span><span class="p">,</span> <span class="nb">next</span><span class="p">(</span><span class="n">rng</span><span class="p">))</span>
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<pre>1. 3089810780120156248
2. 8356396685252565260
3. 1921117399837525548
4. 14806858147081821235
5. 2557599628047639428
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<h2 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h2><p><em>6 Punkte</em></p>
<p>Plote die Zufallszahlen eines <em>Permuted Congruent Generators</em> mittels NumPy &amp; MatPlotLib.</p>
<ul>
<li>Gegeben ist der Anfangszustand des Generators.</li>
<li>Nutze die Dokumentation und rufe den <code>default_rng</code> aus dem <code>numpy.random</code> Modul, <strong>20</strong> mal auf speichere die Werte in der variablen <code>pcgs</code>. <em>(Tipp: Nutze ein NumPy Array)</em></li>
<li>Sortiere im nächsten Schritt die in <code>pcgs</code> gespeicherten Werte und speichere diese in <code>pcgs_sorted</code></li>
<li>Plotte sinnvoll beide Array. Gestalte den Plot angemessen.</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [12]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># Given</span>
<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">42</span><span class="p">)</span> <span class="c1"># Setting a fixed start Value for the Generator</span>
<span class="n">pcgs</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span> <span class="o">=</span> <span class="kc">None</span>
<span class="n">pcgs_sorted</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span> <span class="o">=</span> <span class="kc">None</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [13]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">gen</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">()</span>
<span class="n">pcgs</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">gen</span><span class="o">.</span><span class="n">random</span><span class="p">()</span> <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">20</span><span class="p">)])</span>
<span class="n">pcgs_sorted</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sort</span><span class="p">(</span><span class="n">pcgs</span><span class="p">)</span>
<span class="c1"># Plot</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">pcgs_sorted</span><span class="p">)),</span> <span class="n">pcgs</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'r'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'PCGs'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">pcgs_sorted</span><span class="p">)),</span> <span class="n">pcgs_sorted</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">'g'</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s1">'Sortierte PCGs'</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">"PCG Random Numbers"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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"/>
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<h3 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h3><p><em>5 Punkte</em></p>
<p>Ihnen ist ein Datenset <code>sec_school</code> einer Hauptschule gegeben, welches die Klassenstufen von 5 bis 9 auf die Anzahl ihrer Schüler im Jahrgang mappt.</p>
<p>Definieren Sie einen Barplot. Gehen Sie dabei wie folgt vor:</p>
<ol>
<li>Definieren Sie ein geeignetes Farbschema zur Darstellung der Daten.</li>
<li>Extrahieren Sie die Schlüssel und Werte aus dem Datenset und übergeben Sie diese zusammen mit den Farbwerten an die Funktion <code>plt.bar</code>.</li>
<li>Setzen Sie geeignete Werte für die X &amp; Y-Achse.</li>
<li>Setzen Sie einen geeigneten Titel für den Plot.</li>
<li>Plotten Sie den Werte</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [14]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># Given</span>
<span class="n">sec_school</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'5. Klasse'</span><span class="p">:</span> <span class="mi">29</span><span class="p">,</span>
<span class="s1">'6. Klasse'</span><span class="p">:</span> <span class="mi">35</span><span class="p">,</span>
<span class="s1">'7. Klasse'</span><span class="p">:</span> <span class="mi">25</span><span class="p">,</span>
<span class="s1">'8. Klasse'</span><span class="p">:</span> <span class="mi">28</span><span class="p">,</span>
<span class="s1">'9. Klasse'</span><span class="p">:</span> <span class="mi">31</span>
<span class="p">}</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [15]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">colors</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"red"</span><span class="p">,</span> <span class="s2">"blue"</span><span class="p">,</span> <span class="s2">"green"</span><span class="p">,</span> <span class="s2">"yellow"</span><span class="p">,</span> <span class="s2">"pink"</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">sec_school</span><span class="o">.</span><span class="n">keys</span><span class="p">(),</span> <span class="n">sec_school</span><span class="o">.</span><span class="n">values</span><span class="p">(),</span> <span class="n">color</span><span class="o">=</span><span class="n">colors</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"Klassenstufe"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">"Anzahl Kinder"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">"Verteilung Kinder einer Hauptschule pro Klassenstufe"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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"/>
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<h2 id="Aufgabe">Aufgabe<a class="anchor-link" href="#Aufgabe"></a></h2><p><em>5 Punkte</em></p>
<p>Ihnen ist ein Datenset <code>sec_school</code> einer Hauptschule gegeben, welches die Klassenstufen von 5 bis 9 auf die Anzahl ihrer Schüler im Jahrgang mappt.</p>
<p>Definieren Sie einen Pieplot. Gehen Sie dabei wie folgt vor:</p>
<ol>
<li>Definieren Sie ein geeignetes Farbschema zur Darstellung der Daten.</li>
<li>Extrahieren Sie die Schlüssel und Werte aus dem Datenset und übergeben Sie diese zusammen mit den Farbwerten an die Funktion <code>plt.pie</code>. (Nutzen Sie zum Anzeigen der Prozentwerte autopct='%1.1f%%')</li>
<li>Lassen Sie die 6. Klasse 25% und die 9. Klasse 40% explodieren.</li>
<li>Setzen Sie einen geeigneten Titel für den Plot.</li>
<li>Plotten Sie den Werte.</li>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [16]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># Given</span>
<span class="n">sec_school</span> <span class="o">=</span> <span class="p">{</span>
<span class="s1">'5. Klasse'</span><span class="p">:</span> <span class="mi">29</span><span class="p">,</span>
<span class="s1">'6. Klasse'</span><span class="p">:</span> <span class="mi">35</span><span class="p">,</span>
<span class="s1">'7. Klasse'</span><span class="p">:</span> <span class="mi">25</span><span class="p">,</span>
<span class="s1">'8. Klasse'</span><span class="p">:</span> <span class="mi">28</span><span class="p">,</span>
<span class="s1">'9. Klasse'</span><span class="p">:</span> <span class="mi">31</span>
<span class="p">}</span>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [17]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">pie</span><span class="p">(</span>
<span class="n">sec_school</span><span class="o">.</span><span class="n">values</span><span class="p">(),</span>
<span class="n">labels</span><span class="o">=</span><span class="n">sec_school</span><span class="o">.</span><span class="n">keys</span><span class="p">(),</span>
<span class="n">autopct</span><span class="o">=</span><span class="s1">'</span><span class="si">%1.1f%%</span><span class="s1">'</span><span class="p">,</span>
<span class="n">explode</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mf">0.25</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mf">0.4</span><span class="p">]</span>
<span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">"Klassenverteilung einer Grundschule"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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"/>
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<h1 id="Extra:-The-Meme">Extra: The Meme<a class="anchor-link" href="#Extra:-The-Meme"></a></h1>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [18]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">data</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"Sky"</span><span class="p">:</span> <span class="mf">0.77</span><span class="p">,</span>
<span class="s2">"Sunny side of pyramid"</span><span class="p">:</span> <span class="mf">0.17</span><span class="p">,</span>
<span class="s2">"Shady side of pyramid"</span><span class="p">:</span> <span class="mf">0.05</span>
<span class="p">}</span>
<span class="n">colors</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"#0095d9"</span><span class="p">,</span> <span class="s2">"#f5e837"</span><span class="p">,</span> <span class="s2">"#c4b633"</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">pie</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">values</span><span class="p">(),</span> <span class="n">startangle</span><span class="o">=-</span><span class="mi">50</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="n">colors</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">keys</span><span class="p">(),</span> <span class="n">bbox_to_anchor</span><span class="o">=</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">,</span> <span class="mf">0.6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s2">"meme.png"</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s2">"tight"</span><span class="p">,</span> <span class="n">transparent</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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"/>
</div>
</div>
</div>
</div>
</div></section></section>
</div>
</div>
</main>
</body>
<script>
require(
{
// it makes sense to wait a little bit when you are loading
// reveal from a cdn in a slow connection environment
waitSeconds: 15
},
[
"https://unpkg.com/reveal.js@4.0.2/dist/reveal.js",
"https://unpkg.com/reveal.js@4.0.2/plugin/notes/notes.js"
],
function(Reveal, RevealNotes){
// Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
Reveal.initialize({
controls: true,
progress: true,
history: true,
transition: "slide",
slideNumber: "",
plugins: [RevealNotes],
width: 960,
height: 700,
});
var update = function(event){
if(MathJax.Hub.getAllJax(Reveal.getCurrentSlide())){
MathJax.Hub.Rerender(Reveal.getCurrentSlide());
}
};
Reveal.addEventListener('slidechanged', update);
function setScrollingSlide() {
var scroll = false
if (scroll === true) {
var h = $('.reveal').height() * 0.95;
$('section.present').find('section')
.filter(function() {
return $(this).height() > h;
})
.css('height', 'calc(95vh)')
.css('overflow-y', 'scroll')
.css('margin-top', '20px');
}
}
// check and set the scrolling slide every time the slide change
Reveal.addEventListener('slidechanged', setScrollingSlide);
}
);
</script>
</html>
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