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PINA/docs/source/tutorials/tutorial1/tutorial.html
github-actions[bot] ae1fd2680f export tutorials changed in c161138 (#498) 
Co-authored-by: dario-coscia <dario-coscia@users.noreply.github.com>
2025-04-17 10:48:31 +02:00

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<title>tutorial</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script><script>
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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,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);
--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,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yMCA4aC0yLjgxYy0uNDUtLjc4LTEuMDctMS40NS0xLjgyLTEuOTZMMTcgNC40MSAxNS41OSAzbC0yLjE3IDIuMTdDMTIuOTYgNS4wNiAxMi40OSA1IDEyIDVjLS40OSAwLS45Ni4wNi0xLjQxLjE3TDguNDEgMyA3IDQuNDFsMS42MiAxLjYzQzcuODggNi41NSA3LjI2IDcuMjIgNi44MSA4SDR2MmgyLjA5Yy0uMDUuMzMtLjA5LjY2LS4wOSAxdjFINHYyaDJ2MWMwIC4zNC4wNC42Ny4wOSAxSDR2MmgyLjgxYzEuMDQgMS43OSAyLjk3IDMgNS4xOSAzczQuMTUtMS4yMSA1LjE5LTNIMjB2LTJoLTIuMDljLjA1LS4zMy4wOS0uNjYuMDktMXYtMWgydi0yaC0ydi0xYzAtLjM0LS4wNC0uNjctLjA5LTFIMjBWOHptLTYgOGgtNHYtMmg0djJ6bTAtNGgtNHYtMmg0djJ6Ii8+CiAgPC9nPgo8L3N2Zz4K);
--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,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KICA8ZyBjbGFzcz0ianAtaWNvbjIiIGZpbGw9IiM0MTQxNDEiPgogICAgPHJlY3QgeD0iMiIgeT0iMiIgd2lkdGg9IjE2IiBoZWlnaHQ9IjE2Ii8+CiAgPC9nPgoKICA8ZyBjbGFzcz0ianAtaWNvbi1hY2NlbnQyIiBmaWxsPSIjRkZGIj4KICAgIDxjaXJjbGUgY2xhc3M9InN0MiIgY3g9IjUuNSIgY3k9IjE0LjUiIHI9IjEuNSIvPgogICAgPHJlY3QgeD0iMTIiIHk9IjQiIGNsYXNzPSJzdDIiIHdpZHRoPSIxIiBoZWlnaHQ9IjgiLz4KICAgIDxyZWN0IHg9IjguNSIgeT0iNy41IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjg2NiAtMC41IDAuNSAwLjg2NiAtMi4zMjU1IDcuMzIxOSkiIGNsYXNzPSJzdDIiIHdpZHRoPSI4IiBoZWlnaHQ9IjEiLz4KICAgIDxyZWN0IHg9IjEyIiB5PSI0IiB0cmFuc2Zvcm09Im1hdHJpeCgwLjUgLTAuODY2IDAuODY2IDAuNSAtMC42Nzc5IDE0LjgyNTIpIiBjbGFzcz0ic3QyIiB3aWR0aD0iMSIgaGVpZ2h0PSI4Ii8+CiAgPC9nPgo8L3N2Zz4K);
--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,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);
--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="Tutorial:-Physics-Informed-Neural-Networks-on-PINA">Tutorial: Physics Informed Neural Networks on PINA<a class="anchor-link" href="#Tutorial:-Physics-Informed-Neural-Networks-on-PINA"></a></h1><p><a href="https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial1/tutorial.ipynb"><img alt="Open In Colab" src="https://colab.research.google.com/assets/colab-badge.svg"/></a></p>
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<p>In this tutorial, we will demonstrate a typical use case of <strong>PINA</strong> on a toy problem, following the standard API procedure.</p>
<p align="center">
<img alt="PINA API" src="../../readme/API_color.png" width="400"/>
</p>
<p>Specifically, the tutorial aims to introduce the following topics:</p>
<ul>
<li>Explaining how to build <strong>PINA</strong> Problems,</li>
<li>Showing how to generate data for <code>PINN</code> training</li>
</ul>
<p>These are the two main steps needed <strong>before</strong> starting the modelling optimization (choose model and solver, and train). We will show each step in detail, and at the end, we will solve a simple Ordinary Differential Equation (ODE) problem using the <code>PINN</code> solver.</p>
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<h2 id="Build-a-PINA-problem">Build a PINA problem<a class="anchor-link" href="#Build-a-PINA-problem"></a></h2>
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<p>Problem definition in the <strong>PINA</strong> framework is done by building a python <code>class</code>, which inherits from one or more problem classes (<code>SpatialProblem</code>, <code>TimeDependentProblem</code>, <code>ParametricProblem</code>, ...) depending on the nature of the problem. Below is an example:</p>
<h3 id="Simple-Ordinary-Differential-Equation">Simple Ordinary Differential Equation<a class="anchor-link" href="#Simple-Ordinary-Differential-Equation"></a></h3><p>Consider the following:</p>
<p>$$
\begin{equation}
\begin{cases}
\frac{d}{dx}u(x) &amp;= u(x) \quad x\in(0,1)\\
u(x=0) &amp;= 1 \\
\end{cases}
\end{equation}
$$</p>
<p>with the analytical solution $u(x) = e^x$. In this case, our ODE depends only on the spatial variable $x\in(0,1)$ , meaning that our <code>Problem</code> class is going to be inherited from the <code>SpatialProblem</code> class:</p>
<div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">pina.problem</span><span class="w"> </span><span class="kn">import</span> <span class="n">SpatialProblem</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.domain</span><span class="w"> </span><span class="kn">import</span> <span class="n">CartesianProblem</span>
<span class="k">class</span><span class="w"> </span><span class="nc">SimpleODE</span><span class="p">(</span><span class="n">SpatialProblem</span><span class="p">):</span>
<span class="n">output_variables</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'u'</span><span class="p">]</span>
<span class="n">spatial_domain</span> <span class="o">=</span> <span class="n">CartesianProblem</span><span class="p">({</span><span class="s1">'x'</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]})</span>
<span class="c1"># other stuff ...</span>
</pre></div>
<p>Notice that we define <code>output_variables</code> as a list of symbols, indicating the output variables of our equation (in this case only $u$), this is done because in <strong>PINA</strong> the <code>torch.Tensor</code>s are labelled, allowing the user maximal flexibility for the manipulation of the tensor. The <code>spatial_domain</code> variable indicates where the sample points are going to be sampled in the domain, in this case $x\in[0,1]$.</p>
<p>What if our equation is also time-dependent? In this case, our <code>class</code> will inherit from both <code>SpatialProblem</code> and <code>TimeDependentProblem</code>:</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1">## routine needed to run the notebook on Google Colab</span>
<span class="k">try</span><span class="p">:</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">google.colab</span>
<span class="n">IN_COLAB</span> <span class="o">=</span> <span class="kc">True</span>
<span class="k">except</span><span class="p">:</span>
<span class="n">IN_COLAB</span> <span class="o">=</span> <span class="kc">False</span>
<span class="k">if</span> <span class="n">IN_COLAB</span><span class="p">:</span>
<span class="o">!</span>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">"pina-mathlab"</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">warnings</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.problem</span><span class="w"> </span><span class="kn">import</span> <span class="n">SpatialProblem</span><span class="p">,</span> <span class="n">TimeDependentProblem</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.domain</span><span class="w"> </span><span class="kn">import</span> <span class="n">CartesianDomain</span>
<span class="n">warnings</span><span class="o">.</span><span class="n">filterwarnings</span><span class="p">(</span><span class="s2">"ignore"</span><span class="p">)</span>
<span class="k">class</span><span class="w"> </span><span class="nc">TimeSpaceODE</span><span class="p">(</span><span class="n">SpatialProblem</span><span class="p">,</span> <span class="n">TimeDependentProblem</span><span class="p">):</span>
<span class="n">output_variables</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"u"</span><span class="p">]</span>
<span class="n">spatial_domain</span> <span class="o">=</span> <span class="n">CartesianDomain</span><span class="p">({</span><span class="s2">"x"</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]})</span>
<span class="n">temporal_domain</span> <span class="o">=</span> <span class="n">CartesianDomain</span><span class="p">({</span><span class="s2">"t"</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]})</span>
<span class="c1"># other stuff ...</span>
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<p>where we have included the <code>temporal_domain</code> variable, indicating the time domain wanted for the solution.</p>
<p>In summary, using <strong>PINA</strong>, we can initialize a problem with a class which inherits from different base classes: <code>SpatialProblem</code>, <code>TimeDependentProblem</code>, <code>ParametricProblem</code>, and so on depending on the type of problem we are considering. Here are some examples (more on the official documentation):</p>
<ul>
<li><code>SpatialProblem</code> $\rightarrow$ a differential equation with spatial variable(s) <code>spatial_domain</code></li>
<li><code>TimeDependentProblem</code> $\rightarrow$ a time-dependent differential equation with temporal variable(s) <code>temporal_domain</code></li>
<li><code>ParametricProblem</code> $\rightarrow$ a parametrized differential equation with parametric variable(s) <code>parameter_domain</code></li>
<li><code>AbstractProblem</code> $\rightarrow$ any <strong>PINA</strong> problem inherits from here</li>
</ul>
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<h3 id="Write-the-problem-class">Write the problem class<a class="anchor-link" href="#Write-the-problem-class"></a></h3><p>Once the <code>Problem</code> class is initialized, we need to represent the differential equation in <strong>PINA</strong>. In order to do this, we need to load the <strong>PINA</strong> operators from <code>pina.operator</code> module. Again, we'll consider Equation (1) and represent it in <strong>PINA</strong>:</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">torch</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">matplotlib.pyplot</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">plt</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.problem</span><span class="w"> </span><span class="kn">import</span> <span class="n">SpatialProblem</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.operator</span><span class="w"> </span><span class="kn">import</span> <span class="n">grad</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina</span><span class="w"> </span><span class="kn">import</span> <span class="n">Condition</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.domain</span><span class="w"> </span><span class="kn">import</span> <span class="n">CartesianDomain</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.equation</span><span class="w"> </span><span class="kn">import</span> <span class="n">Equation</span><span class="p">,</span> <span class="n">FixedValue</span>
<span class="c1"># defining the ode equation</span>
<span class="k">def</span><span class="w"> </span><span class="nf">ode_equation</span><span class="p">(</span><span class="n">input_</span><span class="p">,</span> <span class="n">output_</span><span class="p">):</span>
<span class="c1"># computing the derivative</span>
<span class="n">u_x</span> <span class="o">=</span> <span class="n">grad</span><span class="p">(</span><span class="n">output_</span><span class="p">,</span> <span class="n">input_</span><span class="p">,</span> <span class="n">components</span><span class="o">=</span><span class="p">[</span><span class="s2">"u"</span><span class="p">],</span> <span class="n">d</span><span class="o">=</span><span class="p">[</span><span class="s2">"x"</span><span class="p">])</span>
<span class="c1"># extracting the u input variable</span>
<span class="n">u</span> <span class="o">=</span> <span class="n">output_</span><span class="o">.</span><span class="n">extract</span><span class="p">([</span><span class="s2">"u"</span><span class="p">])</span>
<span class="c1"># calculate the residual and return it</span>
<span class="k">return</span> <span class="n">u_x</span> <span class="o">-</span> <span class="n">u</span>
<span class="k">class</span><span class="w"> </span><span class="nc">SimpleODE</span><span class="p">(</span><span class="n">SpatialProblem</span><span class="p">):</span>
<span class="n">output_variables</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"u"</span><span class="p">]</span>
<span class="n">spatial_domain</span> <span class="o">=</span> <span class="n">CartesianDomain</span><span class="p">({</span><span class="s2">"x"</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]})</span>
<span class="n">domains</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"x0"</span><span class="p">:</span> <span class="n">CartesianDomain</span><span class="p">({</span><span class="s2">"x"</span><span class="p">:</span> <span class="mf">0.0</span><span class="p">}),</span>
<span class="s2">"D"</span><span class="p">:</span> <span class="n">CartesianDomain</span><span class="p">({</span><span class="s2">"x"</span><span class="p">:</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">]}),</span>
<span class="p">}</span>
<span class="c1"># conditions to hold</span>
<span class="n">conditions</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">"bound_cond"</span><span class="p">:</span> <span class="n">Condition</span><span class="p">(</span><span class="n">domain</span><span class="o">=</span><span class="s2">"x0"</span><span class="p">,</span> <span class="n">equation</span><span class="o">=</span><span class="n">FixedValue</span><span class="p">(</span><span class="mf">1.0</span><span class="p">)),</span>
<span class="s2">"phys_cond"</span><span class="p">:</span> <span class="n">Condition</span><span class="p">(</span><span class="n">domain</span><span class="o">=</span><span class="s2">"D"</span><span class="p">,</span> <span class="n">equation</span><span class="o">=</span><span class="n">Equation</span><span class="p">(</span><span class="n">ode_equation</span><span class="p">)),</span>
<span class="p">}</span>
<span class="c1"># defining the true solution</span>
<span class="k">def</span><span class="w"> </span><span class="nf">solution</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pts</span><span class="p">):</span>
<span class="k">return</span> <span class="n">torch</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">pts</span><span class="o">.</span><span class="n">extract</span><span class="p">([</span><span class="s2">"x"</span><span class="p">]))</span>
<span class="n">problem</span> <span class="o">=</span> <span class="n">SimpleODE</span><span class="p">()</span>
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<p>After we define the <code>Problem</code> class, we need to write different class methods, where each method is a function returning a residual. These functions are the ones minimized during PINN optimization, given the initial conditions. For example, in the domain $[0,1]$, the ODE equation (<code>ode_equation</code>) must be satisfied. We represent this by returning the difference between subtracting the variable <code>u</code> from its gradient (the residual), which we hope to minimize to 0. This is done for all conditions. Notice that we do not pass directly a <code>python</code> function, but an <code>Equation</code> object, which is initialized with the <code>python</code> function. This is done so that all the computations and internal checks are done inside <strong>PINA</strong>.</p>
<p>Once we have defined the function, we need to tell the neural network where these methods are to be applied. To do so, we use the <code>Condition</code> class. In the <code>Condition</code> class, we pass the location points and the equation we want minimized on those points (other possibilities are allowed, see the documentation for reference).</p>
<p>Finally, it's possible to define a <code>solution</code> function, which can be useful if we want to plot the results and see how the real solution compares to the expected (true) solution. Notice that the <code>solution</code> function is a method of the <code>PINN</code> class, but it is not mandatory for problem definition.</p>
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<h2 id="Generate-data">Generate data<a class="anchor-link" href="#Generate-data"></a></h2><p>Data for training can come in form of direct numerical simulation results, or points in the domains. In case we perform unsupervised learning, we just need the collocation points for training, i.e. points where we want to evaluate the neural network. Sampling point in <strong>PINA</strong> is very easy, here we show three examples using the <code>.discretise_domain</code> method of the <code>AbstractProblem</code> class.</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># sampling 20 points in [0, 1] through discretization in all locations</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">"grid"</span><span class="p">,</span> <span class="n">domains</span><span class="o">=</span><span class="s2">"all"</span><span class="p">)</span>
<span class="c1"># sampling 20 points in (0, 1) through latin hypercube sampling in D, and 1 point in x0</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">"latin"</span><span class="p">,</span> <span class="n">domains</span><span class="o">=</span><span class="p">[</span><span class="s2">"D"</span><span class="p">])</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">"random"</span><span class="p">,</span> <span class="n">domains</span><span class="o">=</span><span class="p">[</span><span class="s2">"x0"</span><span class="p">])</span>
<span class="c1"># sampling 20 points in (0, 1) randomly</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">20</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">"random"</span><span class="p">)</span>
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<p>We are going to use latin hypercube points for sampling. We need to sample in all the conditions domains. In our case we sample in <code>D</code> and <code>x0</code>.</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># sampling for training</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s2">"random"</span><span class="p">,</span> <span class="n">domains</span><span class="o">=</span><span class="p">[</span><span class="s2">"x0"</span><span class="p">])</span>
<span class="n">problem</span><span class="o">.</span><span class="n">discretise_domain</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span> <span class="s2">"lh"</span><span class="p">,</span> <span class="n">domains</span><span class="o">=</span><span class="p">[</span><span class="s2">"D"</span><span class="p">])</span>
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<p>The points are saved in a python <code>dict</code>, and can be accessed by calling the attribute <code>input_pts</code> of the problem</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [5]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">"Input points:"</span><span class="p">,</span> <span class="n">problem</span><span class="o">.</span><span class="n">discretised_domains</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">"Input points labels:"</span><span class="p">,</span> <span class="n">problem</span><span class="o">.</span><span class="n">discretised_domains</span><span class="p">[</span><span class="s2">"D"</span><span class="p">]</span><span class="o">.</span><span class="n">labels</span><span class="p">)</span>
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<pre>Input points: {'x0': LabelTensor([[0.]]), 'D': LabelTensor([[0.3416],
[0.0857],
[0.5368],
[0.7287],
[0.4425],
[0.6176],
[0.6806],
[0.0268],
[0.3685],
[0.1342],
[0.9353],
[0.2686],
[0.2114],
[0.8439],
[0.7916],
[0.1877],
[0.9715],
[0.4534],
[0.5888],
[0.8793]])}
Input points labels: ['x']
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<p>To visualize the sampled points we can use <code>matplotlib.pyplot</code>:</p>
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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="k">for</span> <span class="n">location</span> <span class="ow">in</span> <span class="n">problem</span><span class="o">.</span><span class="n">input_pts</span><span class="p">:</span>
<span class="n">coords</span> <span class="o">=</span> <span class="p">(</span>
<span class="n">problem</span><span class="o">.</span><span class="n">input_pts</span><span class="p">[</span><span class="n">location</span><span class="p">]</span><span class="o">.</span><span class="n">extract</span><span class="p">(</span><span class="n">problem</span><span class="o">.</span><span class="n">spatial_variables</span><span class="p">)</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span>
<span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">coords</span><span class="p">,</span> <span class="n">torch</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">coords</span><span class="p">),</span> <span class="n">s</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="n">location</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
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<div class="jp-OutputPrompt jp-OutputArea-prompt">Out[6]:</div>
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<pre>&lt;matplotlib.legend.Legend at 0x7f747f521fd0&gt;</pre>
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<h2 id="Perform-a-small-training">Perform a small training<a class="anchor-link" href="#Perform-a-small-training"></a></h2>
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<p>Once we have defined the problem and generated the data we can start the modelling. Here we will choose a <code>FeedForward</code> neural network available in <code>pina.model</code>, and we will train using the <code>PINN</code> solver from <code>pina.solver</code>. We highlight that this training is fairly simple, for more advanced stuff consider the tutorials in the <em><strong>Physics Informed Neural Networks</strong></em> section of <em><strong>Tutorials</strong></em>. For training we use the <code>Trainer</code> class from <code>pina.trainer</code>. Here we show a very short training and some method for plotting the results. Notice that by default all relevant metrics (e.g. MSE error during training) are going to be tracked using a <code>lightning</code> logger, by default <code>CSVLogger</code>. If you want to track the metric by yourself without a logger, use <code>pina.callback.MetricTracker</code>.</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">pina</span><span class="w"> </span><span class="kn">import</span> <span class="n">Trainer</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.solver</span><span class="w"> </span><span class="kn">import</span> <span class="n">PINN</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.model</span><span class="w"> </span><span class="kn">import</span> <span class="n">FeedForward</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">lightning.pytorch.loggers</span><span class="w"> </span><span class="kn">import</span> <span class="n">TensorBoardLogger</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">pina.optim</span><span class="w"> </span><span class="kn">import</span> <span class="n">TorchOptimizer</span>
<span class="c1"># build the model</span>
<span class="n">model</span> <span class="o">=</span> <span class="n">FeedForward</span><span class="p">(</span>
<span class="n">layers</span><span class="o">=</span><span class="p">[</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">],</span>
<span class="n">func</span><span class="o">=</span><span class="n">torch</span><span class="o">.</span><span class="n">nn</span><span class="o">.</span><span class="n">Tanh</span><span class="p">,</span>
<span class="n">output_dimensions</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">problem</span><span class="o">.</span><span class="n">output_variables</span><span class="p">),</span>
<span class="n">input_dimensions</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">problem</span><span class="o">.</span><span class="n">input_variables</span><span class="p">),</span>
<span class="p">)</span>
<span class="c1"># create the PINN object</span>
<span class="n">pinn</span> <span class="o">=</span> <span class="n">PINN</span><span class="p">(</span><span class="n">problem</span><span class="p">,</span> <span class="n">model</span><span class="p">,</span> <span class="n">TorchOptimizer</span><span class="p">(</span><span class="n">torch</span><span class="o">.</span><span class="n">optim</span><span class="o">.</span><span class="n">Adam</span><span class="p">,</span> <span class="n">lr</span><span class="o">=</span><span class="mf">0.005</span><span class="p">))</span>
<span class="c1"># create the trainer</span>
<span class="n">trainer</span> <span class="o">=</span> <span class="n">Trainer</span><span class="p">(</span>
<span class="n">solver</span><span class="o">=</span><span class="n">pinn</span><span class="p">,</span>
<span class="n">max_epochs</span><span class="o">=</span><span class="mi">1500</span><span class="p">,</span>
<span class="n">logger</span><span class="o">=</span><span class="n">TensorBoardLogger</span><span class="p">(</span><span class="s2">"tutorial_logs"</span><span class="p">),</span>
<span class="n">accelerator</span><span class="o">=</span><span class="s2">"cpu"</span><span class="p">,</span>
<span class="n">train_size</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span>
<span class="n">test_size</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span>
<span class="n">val_size</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span>
<span class="n">enable_model_summary</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="p">)</span> <span class="c1"># we train on CPU and avoid model summary at beginning of training (optional)</span>
<span class="c1"># train</span>
<span class="n">trainer</span><span class="o">.</span><span class="n">train</span><span class="p">()</span>
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<pre>GPU available: False, used: False
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<pre>TPU available: False, using: 0 TPU cores
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<pre>HPU available: False, using: 0 HPUs
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<pre>Missing logger folder: tutorial_logs/lightning_logs
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<pre>`Trainer.fit` stopped: `max_epochs=1500` reached.
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<p>After the training we can inspect trainer logged metrics (by default <strong>PINA</strong> logs mean square error residual loss). The logged metrics can be accessed online using one of the <code>Lightning</code> loggers. The final loss can be accessed by <code>trainer.logged_metrics</code></p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># inspecting final loss</span>
<span class="n">trainer</span><span class="o">.</span><span class="n">logged_metrics</span>
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<pre>{'bound_cond_loss': tensor(2.5384e-08),
'phys_cond_loss': tensor(2.1712e-05),
'train_loss': tensor(2.1738e-05)}</pre>
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<p>By using <code>matplotlib</code> we can also do some qualitative plots of the solution.</p>
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<div class="highlight hl-ipython3"><pre><span></span><span class="n">pts</span> <span class="o">=</span> <span class="n">pinn</span><span class="o">.</span><span class="n">problem</span><span class="o">.</span><span class="n">spatial_domain</span><span class="o">.</span><span class="n">sample</span><span class="p">(</span><span class="mi">256</span><span class="p">,</span> <span class="s2">"grid"</span><span class="p">,</span> <span class="n">variables</span><span class="o">=</span><span class="s2">"x"</span><span class="p">)</span>
<span class="n">predicted_output</span> <span class="o">=</span> <span class="n">pinn</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">pts</span><span class="p">)</span><span class="o">.</span><span class="n">extract</span><span class="p">(</span><span class="s2">"u"</span><span class="p">)</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">detach</span><span class="p">()</span>
<span class="n">true_output</span> <span class="o">=</span> <span class="n">pinn</span><span class="o">.</span><span class="n">problem</span><span class="o">.</span><span class="n">solution</span><span class="p">(</span><span class="n">pts</span><span class="p">)</span><span class="o">.</span><span class="n">detach</span><span class="p">()</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">8</span><span class="p">))</span>
<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">pts</span><span class="o">.</span><span class="n">extract</span><span class="p">([</span><span class="s2">"x"</span><span class="p">]),</span> <span class="n">predicted_output</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"Neural Network solution"</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">pts</span><span class="o">.</span><span class="n">extract</span><span class="p">([</span><span class="s2">"x"</span><span class="p">]),</span> <span class="n">true_output</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">"True solution"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>
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<pre>&lt;matplotlib.legend.Legend at 0x7f747eda3af0&gt;</pre>
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b3MAABkhwwVVNM003387yHnkJCQ1FsX3VSpUiWZpql27drdskx3d3ctW7ZMFy5cUGJiok6cOKGJEyeqWLFimVqhvO699967pXTUrFlTq1ev1uHDh9W8eXPVqVNHI0aMUPHixVPHfP755woMDFTz5s311FNPaejQoXd1Huk777yjunXrKjg4WK1atZK/v3+W3Ci/V69eKlu2bJppHh4eWrNmjUqVKqX//Oc/qlKlivr27av4+PjUQ+n9+vVTpUqVVL9+fRUtWjR1T2CNGjXk4+Oj2rVrq2DBgpJuFNSUlJTU809v+vjjj/Xoo4+qR48eqlu3rsLCwrRs2bIM3We2YMGCWrJkiUzTVMeOHdP9sAofHx9NmjRJTZs2Vc2aNbVy5Ur9+eefqUcRpk6dqnr16umhhx5S48aNZZqmFi9efNs/HIKDgzV8+HC9/vrratCggaKjo9WzZ880Y4YOHSpHR0dVrVpVRYsW1alTp25ZTt26dfXLL79o9uzZql69ukaMGKH33nvvllNHAACwimFm9MacdigqKkre3t6KjIy85ZzA+Ph4HT9+XEFBQXJzc7MoIZC38X0GAPg3d+pr/3RPN+oHAABALpWSLKVk38W294KCCgAAkA8dXDBGZz9trOhjW/99cA6joAIAAOQz0WcPq8zuL1Ui/og2bwyxOs4tKKgAAAD5iWkqYtYLclOidjjWVLPHX7E60S0oqAAAAPnIkeXfq0LsdsWbznLu/JXc7PDDiyioAAAA+UTclbMqtvF9SdKaEv1Uo2ZdixOlj4IKAACQT5z4cZC8FKODRlk16THS6ji3RUEFAADIB46unaOqV/9SsumgmAe+UEF3+71vNQUV2SokJESGYejatWv3tJwTJ07IMIxbPnseAAD8u4SYq/L+601J0uoiT6h+49YWJ7ozCqqdMgzjjo9Ro0ZZHTHb9O7d+5aPUw0MDFR4eLiqV69uTSgAAHKxgz8OURHzik7JX3V7fGx1nH9lf5dtQZIUHh6e+u85c+ZoxIgROnToUOq0m583L0mmaSolJUVOTnl3czo6Osrf39/qGAAA5Donti9XrfO/S5LONv9EjX28LU7079iDaqf8/f1TH97e3jIMI/X5wYMH5enpqSVLlqhevXpydXXVunXr0t3zOHjwYLVq1Sr1uc1m0+jRoxUUFCR3d3fVqlVLv/322x2zfPfdd6pQoYLc3NxUrFgxPfbYY6mvJSQk6KWXXpKfn5/c3NzUrFkzbd16+0+kGDVqlGrXrp1m2tixY1WmTJnU16dPn64FCxak7i0OCQlJ9xD/6tWr1bBhQ7m6uiogIEBvvvmmkpOTU19v1aqVXnrpJb3++uvy9fWVv79/nt7zDADAPyUnxMlp8WBJ0hrPjrrv/s7WBrpLeXeX252YppQUZ817O3tIhpEli3rzzTf12WefqWzZsipUqNBdzTN69GjNnDlTEyZMUIUKFbRmzRo9/fTTKlq0qFq2bHnL+G3btumll17Sjz/+qCZNmujKlStau3Zt6uuvv/665s6dq+nTp6t06dIaM2aMgoODFRYWJl9f3wyv09ChQ3XgwAFFRUVp6tSpkiRfX1+dO3cuzbizZ8/qwQcfVO/evTVjxgwdPHhQ/fr1k5ubW5oSOn36dA0ZMkSbN2/Wxo0b1bt3bzVt2lTt2rXLcDYAAHKbPbPeUZ2Us7ooH1Xp8aWMLOog2S1/FtSkOOmj4ta891vnJJcCWbKo9957L0NFKyEhQR999JFWrlypxo0bS5LKli2rdevW6fvvv0+3oJ46dUoFChTQQw89JE9PT5UuXVp16tSRJMXGxmr8+PGaNm2aOnToIEmaNGmSVqxYocmTJ+u1117L8DoVLFhQ7u7uSkhIuOMh/e+++06BgYH69ttvZRiGKleurHPnzumNN97QiBEj5OBw4+BAzZo1NXLkjdtoVKhQQd9++61WrVpFQQUA5HlnD25R9RPTJEM6XHekmvoVszrSXcufBTWPqF+/fobGh4WFKS4u7pZylpiYmFo6/6ldu3YqXbq0ypYtq/bt26t9+/Z65JFH5OHhoaNHjyopKUlNmzZNHe/s7KyGDRvqwIEDGV+hDDhw4IAaN26c5i/Bpk2bKiYmRmfOnFGpUqUk3Sio/ysgIEAXLlzI1mwAAFjNTElS/NwBcjZStMW9qZp06mN1pAzJnwXV2ePGnkyr3juLFCiQdk+sg4ODTNNMMy0pKSn13zExMZKkRYsWqUSJEmnGubq6pvsenp6e2rFjh0JCQrR8+XKNGDFCo0aNuuN5pnfybxmzmrOzc5rnhmHIZrNl2/sBAGAPQn/9WHWSjijK9FCJJ77NNYf2b8qfBdUwsuwwuz0pWrSo9u7dm2ZaaGhoakmrWrWqXF1dderUqXQP59+Ok5OT2rZtq7Zt22rkyJHy8fHRX3/9peDgYLm4uGj9+vUqXbq0pBtlc+vWrRo8ePBtM0ZERMg0zdRvln/e29TFxUUpKSl3zFSlShXNnTs3zXLWr18vT09PlSxZ8q7XDQCAvObiyYOqfOBryZB2VR2q5qXLWh0pw/JnQc2j7r//fn366aeaMWOGGjdurJkzZ2rv3r2ph+89PT01dOhQvfLKK7LZbGrWrJkiIyO1fv16eXl5qVevXrcsc+HChTp27JhatGihQoUKafHixbLZbKpUqZIKFCig/v3767XXXpOvr69KlSqlMWPGKC4uTn379k03Y6tWrXTx4kWNGTNGjz32mJYuXaolS5bIy8srdUyZMmW0bNkyHTp0SIULF5a39623wxgwYIDGjh2rF198UYMGDdKhQ4c0cuRIDRkyJPX8UwAA8hvTZtPFn/urqJGoPc411eSxV6yOlCn8Js9DgoODNXz4cL3++utq0KCBoqOj1bNnzzRj3n//fQ0fPlyjR49WlSpV1L59ey1atEhBQUHpLtPHx0e///677r//flWpUkUTJkzQzz//rGrVqkmSPv74Yz366KPq0aOH6tatq7CwMC1btuy2dxWoUqWKvvvuO40bN061atXSli1bNHTo0DRj+vXrp0qVKql+/foqWrSo1q9ff8tySpQoocWLF2vLli2qVauWXnjhBfXt21fvvPNOZr50AADkCaELx6tq/A7Fm84q+Ni3cnTMnVXPMP95QmAuFBUVJW9vb0VGRqbZEydJ8fHxOn78uIKCguTmZr+fOQvkZnyfAYD1rp4/Jcfx98lLsVpXZpCa9f7Q6khp3Kmv/VPurNUAAAD4f6apMz++IC/F6ohDOTV8aqTVie4JBRUAACCX27tiqmrErFeS6aiUzuPk4uJidaR7QkEFAADIxaKvhKvEhht7TDeW6K3KtRpbnOjeUVABAABysWPTB6qQonTMKKUGPezrvNPMyjcFNQ9cCwbYLb6/AMAa+/+apVqRq5RiGort8LXc3d2tjpQl8nxBvXmT+ri4OIuTAHnXze+vf35yFwAg+8RcuyS/NW9JkjYU664aDVtbnCjr5Pkb9Ts6OsrHxyf189c9PDxy3cd9AfbKNE3FxcXpwoUL8vHxkaOjo9WRACDfODzjRdXVVZ00Sqhuz4+tjpOl8nxBlSR/f39JSi2pALKWj49P6vcZACD7HVjzu+peWSybaSjygS9UuqCn1ZGyVL4oqIZhKCAgQH5+fkpKSrI6DpCnODs7s+cUAHJQXPQV+f79miRpY9HH1LRJe4sTZb18UVBvcnR05BcpAADI1fZPH6L65iWdVTHV7PmZ1XGyRZ6/SAoAACCvOLRxkepfmidJutTmM3l6+VgbKJtQUAEAAHKB+NgoeS4fIknaWKizajV/2OJE2YeCCgAAkAvsnvGaipsRilARVe011uo42YqCCgAAYOcOb12p+hFzJEnhLT6Wt4+vxYmyFwUVAADAjsVfj5XbkpfkYJja7N1ede5/3OpI2Y6CCgAAYMdCf3xTpWxndUk+qtzrG6vj5AgKKgAAgJ0K27lG9c/OlCSdavKhvH39LE6UMyioAAAAdigxIV6Of74oJ8OmbZ73q+4DT1sdKcdQUAEAAOzQtpnDFWQ7oSvyUtke46yOk6MoqAAAAHYmbM9GNTg1WZJ0vOEo+foVtzhRzqKgAgAA2JGkxHgZ8/vL2UjRzgLNVLd9H6sj5TgKKgAAgB3ZMfMdlUs5rivyVGDP72U45L+6lv/WGAAAwE6d2LNe9U7eOLQfVv9dFSlW0uJE1qCgAgAA2IGkhOvS/BfkZNi0tUBLNej4jNWRLENBBQAAsAOhPw5TmZRTuixvlek5XoZhWB3JMhRUAAAAix3duVp1T0+78e+G76tosRLWBrIYBRUAAMBCifFxcv5zgBwNU1sKtlGDDj2tjmQ5CioAAICFQme8plK2M7ooH5Xr9V2+PrR/EwUVAADAIke2rVT9sz9Jkk40/kiFi/pbnMg+UFABAAAsEB8XLffFL8rBMLXJK1gNgrtbHcluUFABAAAssHvGUJW0ndMF+apyr3FWx7ErFFQAAIAcdmjzMtUPnyNJOtPsY/kULmpxIvtCQQUAAMhB12Oi5Ln0pRuH9r07qm7bblZHsjsUVAAAgBy0Z8YrKm5GKEJFVKX3N1bHsUsUVAAAgBxyYMMiNbzwmyQpotWn8i5U2OJE9omCCgAAkAPioq/KZ8VgSdKmQg+rdqv/WBvIjlFQAQAAcsC+6YMVYF7QOfmpau+vrI5j1yioAAAA2Wzf2vlqcGm+JOlSm8/l5e1rbSA7R0EFAADIRjFRV1R41auSpI2FH1XN5g9bnMj+UVABAACy0cGpA+WvSzprFFON3l9aHSdXoKACAABkk31/zVL9q4tlMw1deeBrFfT0tjpSrkBBBQAAyAbRl88pYM0bkqQNxZ5SjcbtLU6Ue1BQAQAAsppp6uS0fvJVlI4ZpVS396dWJ8pVKKgAAABZbM/iCaoevU6JpqPiHhovD48CVkfKVSioAAAAWejK2TAFbX1PkrQh8DlVr9fM4kS5DwUVAAAgi5i2FF34sa8KKk77HKuocc/3rI6UK1FQAQAAskjob5+ocnyo4kxXuTz2vVxdXKyOlCtRUAEAALJAeFioquz7QpK0teIQVahSy+JEuRcFFQAA4B7ZkhIVN+dZuRlJ2ulST82eeN3qSLkaBRUAAOAehc56R+WSjijSLKCi3SfK0ZGKdS8y9NUbPXq0GjRoIE9PT/n5+alLly46dOjQHeeZNm2aDMNI83Bzc0szxjRNjRgxQgEBAXJ3d1fbtm115MiRjK8NAABADju5Z61qHpskSdpTe4RKli5vcaLcL0MFdfXq1Ro4cKA2bdqkFStWKCkpSQ888IBiY2PvOJ+Xl5fCw8NTHydPnkzz+pgxY/T1119rwoQJ2rx5swoUKKDg4GDFx8dnfI0AAABySOL1WDnMe0FOhk2bPVqpaZfnrY6UJzhlZPDSpUvTPJ82bZr8/Py0fft2tWjR4rbzGYYhf3//dF8zTVNjx47VO++8o86dO0uSZsyYoWLFimn+/Pl64oknbpknISFBCQkJqc+joqIyshoAAABZYu+MIaprO6MLKqSyvSbIMAyrI+UJ93SCRGRkpCTJ19f3juNiYmJUunRpBQYGqnPnztq3b1/qa8ePH1dERITatm2bOs3b21uNGjXSxo0b013e6NGj5e3tnfoIDAy8l9UAAADIsCObFqlu+GxJ0vEmn6hosQCLE+UdmS6oNptNgwcPVtOmTVW9evXbjqtUqZKmTJmiBQsWaObMmbLZbGrSpInOnDkjSYqIiJAkFStWLM18xYoVS33tn4YNG6bIyMjUx+nTpzO7GgAAABl2PeqKvJa9JEla5/OwGj3QzeJEeUuGDvH/r4EDB2rv3r1at27dHcc1btxYjRs3Tn3epEkTValSRd9//73ef//9TL23q6urXF1dMzUvAADAvTo0rb9qm5d0Wv6q0ftrq+PkOZnagzpo0CAtXLhQf//9t0qWLJmheZ2dnVWnTh2FhYVJUuq5qefPn08z7vz587c9bxUAAMAq+1fNVO0rS5ViGrrS7it5+xSyOlKek6GCapqmBg0apHnz5umvv/5SUFBQht8wJSVFe/bsUUDAjfM0goKC5O/vr1WrVqWOiYqK0ubNm9PseQUAALBa1MWzClg7TJK03r+7ajVtb3GivClDh/gHDhyoWbNmacGCBfL09Ew9R9Tb21vu7u6SpJ49e6pEiRIaPXq0JOm9997Tfffdp/Lly+vatWv69NNPdfLkST377LOSblzhP3jwYH3wwQeqUKGCgoKCNHz4cBUvXlxdunTJwlUFAAC4B6apU9P6qrqidNShjOr3GmN1ojwrQwV1/PjxkqRWrVqlmT516lT17t1bknTq1Ck5OPz/jtmrV6+qX79+ioiIUKFChVSvXj1t2LBBVatWTR3z+uuvKzY2Vs8995yuXbumZs2aaenSpbfc0B8AAMAqexaMVY3YjUownZT48Hh5eBSwOlKeZZimaVod4l5FRUXJ29tbkZGR8vLysjoOAADIYy6f2CuPaa3lrkT9XWawWvd+1+pIuU5G+hofFAsAAHAHZnKiomb1lrsSFepUS027D7c6Up5HQQUAALiDvbPeUlDiEV0zC8jryUlycc70XTpxlyioAAAAt3Fm1ypVPfqDJGlHrVEqW66SxYnyBwoqAABAOhJjrsp5wQtyNEyt9WinVl36WR0p36CgAgAApOPQtAEqZrugM/JTpT7j5eBgWB0p36CgAgAA/MPhv2aoxqXFSjENnWk1Vn5Fi1odKV+hoAIAAPyPqPMn5b/mTUlSiF9P3deqo8WJ8h8KKgAAwE02myKm95aXYnXAoYLu6/OJ1YnyJQoqAADAf+2d+5Eqxu1QnOkq85HvVcDD3epI+RIFFQAAQNL5w1tVcd+XkqSNFV5V1Rr1LE6Uf1FQAQBAvpeSeF0Jv/SVi5K1xeU+tXxiqNWR8jUKKgAAyPf2TX9FpZJP6pLprYCek+Tk5Gh1pHyNggoAAPK1E5v/VM2zP0uS9jf6WIElS1mcCBRUAACQb12/dlEFl74oSQrx7qzmHZ60OBEkCioAAMivTFPHpvZVEfOqjquEavX5WobBp0XZAwoqAADIlw4sGa9qkauVaDrqaodxKuTjY3Uk/BcFFQAA5DtXTh9Q6S3vSpLWlHxedRu1tjgR/hcFFQAA5CtmcoKifuwpD8Vrl2MNNev5rtWR8A8UVAAAkK/s/+kNlUk8rKtmQXk8MVluri5WR8I/UFABAEC+cXb7YlU7PlWStK3We6pQoZLFiZAeCioAAMgXEiLPy33hAEnSygIPqU2XZyxOhNuhoAIAgLzPNHVySm/5mld1VCVV85lv5ODALaXsFQUVAADkeUcWfqGKkRuUYDrrUvB38ivsa3Uk3AEFFQAA5GlXju1Qqe2jJUmrAgepUeOWFifCv6GgAgCAPMuWEKvrP/eWq5K02am+7u/5jtWRcBcoqAAAIM86OONllUg6qQumj4o+PVluLk5WR8JdoKACAIA86eT6X1T17K+SpN0NPlHZMmWsDYS7RkEFAAB5zvVLJ+WzYogkaZl3V7Xp2M3iRMgICioAAMhbbCk6N7W3vBWtA0Y5Nez7pQyDW0rlJhRUAACQpxya+77Kxe5QrOmq6w9/r0JeBa2OhAyioAIAgDzjwoH1KrfvK0nS6nKvq26dBhYnQmZQUAEAQJ6Qcj1S5m/PyEk2rXVtoXZPvWJ1JGQSBRUAAOQJh6c8r2IpETprFlWZXhPl7ORodSRkEgUVAADkesdWTVaVi0uUYhoKa/GlAosHWB0J94CCCgAAcrXoc4dUbO3bkqTlRXurZZtOFifCvaKgAgCAXMtMitfV6d1VQNe1y6Gqmj3zsdWRkAUoqAAAINc6OHOISiUc0RWzoJy7TpGnh5vVkZAFKKgAACBXOr3xN1U5+ZMkaWvtD1W1chWLEyGrUFABAECuc/3SSXkvGyxJWub5qNp17mVtIGQpCioAAMhdUpIVMaW7vBSt/UY51X/2Kzk48FGmeQkFFQAA5CqH5ryloLg9ijbdFd/5BxX29rQ6ErIYBRUAAOQaETuXqMKhiZKkNZXeUd3adS1OhOxAQQUAALlCwrVwuf7xghwMUyvdOyi42wCrIyGbUFABAID9s9l0ZkovFTKvKUyBqtZ3nJwcqTF5FVsWAADYvSPzPlC5qM26brroUvvvFVCksNWRkI0oqAAAwK5dOrBGQXu+lCStCBqq++5ranEiZDcKKgAAsFvJMZdl/tpXTrIpxKWVgru/anUk5AAKKgAAsE+mqRNTnlFR2wWdNP0V1HuiXJ2drE6FHEBBBQAAdunY4i9V/kqIEkwnHW/9rUoXL2Z1JOQQCioAALA7145uU8mtH0qSlhYfqFat2lmcCDmJggoAAOyK7XqUrv/cUy5K1nqnRmrXe7jVkZDDKKgAAMB+mKYOT31OAclndc4srGI9fpCHq7PVqZDDKKgAAMBuhC2foMoXlijZdNChZmNVvnQpqyPBAhRUAABgF64c26GSG0dIklYU66vW7R62OBGsQkEFAACWS7kepfhZPeSmRG11qqtWfUdbHQkWoqACAABrmabCJvdV8eQzCjcLq3CPaXLnvNN8jYIKAAAsdXTJN6p0abmSTEcdbvGVypYubXUkWIyCCgAALHPlyBYFbnlXkrQ84AW1bNPJ4kSwBxRUAABgieTYq0qafeN+pxudGqnNM+9ZHQl2goIKAABynmnq2ORnVCwlXGfMogroNUVuLk5Wp4KdoKACAIAcF7bwc1W88pcSTUcdaz1OZQJLWh0JdoSCCgAActTlQxtUevuN20gtK/GiWrQKtjgR7A0FFQAA5JjkmMtKmdNLzkrWWuematd7uNWRYIcoqAAAIGeYpk5M7iU/2wWdMoupVO/JnHeKdFFQAQBAjghbMFrlr65Vgumsk23Gq3SJAKsjwU5RUAEAQLa7tH+1yoR+KklaVmqwmrdoY3Ei2DMKKgAAyFZJURdk/NZHTrIpxKWVgnu+aXUk2DkKKgAAyD42m0798LQK2y7rmEqoXJ8f5OrMeae4MwoqAADINofnvqtyUZt13XTRuXYTFBhQ1OpIyAUoqAAAIFucC12ucnu/kiStLPu6mjVtYXEi5BYZKqijR49WgwYN5OnpKT8/P3Xp0kWHDh264zyTJk1S8+bNVahQIRUqVEht27bVli1b0ozp3bu3DMNI82jfvn3G1wYAANiF65dPy21BPzkapv52b6cOT79qdSTkIhkqqKtXr9bAgQO1adMmrVixQklJSXrggQcUGxt723lCQkL05JNP6u+//9bGjRsVGBioBx54QGfPnk0zrn379goPD099/Pzzz5lbIwAAYCkzOVHhPzwpX/OaDqu0qj07UU6OHLTF3TNM0zQzO/PFixfl5+en1atXq0WLu9ttn5KSokKFCunbb79Vz549Jd3Yg3rt2jXNnz8/UzmioqLk7e2tyMhIeXl5ZWoZAAAga+yf9qKqnpihaNNdRx9ZpNq161kdCXYgI33tnv6ciYyMlCT5+vre9TxxcXFKSkq6ZZ6QkBD5+fmpUqVK6t+/vy5fvnzbZSQkJCgqKirNAwAAWO/4mp9U9cQMSdKGmh9STpEpmd6DarPZ9PDDD+vatWtat27dXc83YMAALVu2TPv27ZObm5skafbs2fLw8FBQUJCOHj2qt956SwULFtTGjRvl6Oh4yzJGjRqld99995bp7EEFAMA6107tk8uU++WheC31eULBL0+QYRhWx4KdyMge1EwX1P79+2vJkiVat26dSpYseVfzfPzxxxozZoxCQkJUs2bN2447duyYypUrp5UrV6pNm1s/aSIhIUEJCQmpz6OiohQYGEhBBQDAIinx0Qr/vKlKJp3UTsfqKvfqSnl5uFsdC3Yk2w/xDxo0SAsXLtTff/991+X0s88+08cff6zly5ffsZxKUtmyZVWkSBGFhYWl+7qrq6u8vLzSPAAAgEVMU0cm91XJpJO6YBZSwe4zKKe4JxkqqKZpatCgQZo3b57++usvBQUF3dV8Y8aM0fvvv6+lS5eqfv36/zr+zJkzunz5sgICAjISDwAAWODIwi9U+eIyJZmO2t/sa1UoW87qSMjlMlRQBw4cqJkzZ2rWrFny9PRURESEIiIidP369dQxPXv21LBhw1Kff/LJJxo+fLimTJmiMmXKpM4TExMjSYqJidFrr72mTZs26cSJE1q1apU6d+6s8uXLKzg4OItWEwAAZIcL+9eozPYPJUnLSwxUq3YPW5wIeUGGCur48eMVGRmpVq1aKSAgIPUxZ86c1DGnTp1SeHh4mnkSExP12GOPpZnns88+kyQ5Ojpq9+7devjhh1WxYkX17dtX9erV09q1a+Xq6ppFqwkAALJaQuR5OfzWW85K0VqX5mrbZ6TVkZBH3NN9UO0F90EFACCH2VJ09It2KhezXcdUQi4vhKikv5/VqWDHcuw+qAAAIH86+PObKhezXbGmqy49OIlyiixFQQUAABlyZtNcVT4yUZIUUmmEGjZsanEi5DUUVAAAcNdiIo7IZ+mLkqRlBbuo/RMDLU6EvIiCCgAA7ootIU5XpjyhgorVHqOSGjw3To4OfFIUsh4FFQAA3JWDU19QqcQwXTa9ZHSdJl+vglZHQh5FQQUAAP/q0JJxqhqxQCmmoV2NvlD1KlWtjoQ8jIIKAADu6PyBDQraPEKStNz/Od3/4OMWJ0JeR0EFAAC3df1qhBx+6SEXJWuTy326/9kPrY6EfICCCgAA0mWmJOnMpG4qal7SCRVXmWd/lKuzs9WxkA9QUAEAQLr2TR+sCnGhijHddO3hafL342b8yBkUVAAAcIuwlVNU/dRMSdKmWh+pdt1GFidCfkJBBQAAaVwM26aS696QJC0v/LTaPPKMxYmQ31BQAQBAqoToS0qZ1V1uStQ2p7pq3u9LGQY340fOoqACAIAbbCk6+f2T8rdF6Iz85N9nptzdXKxOhXyIggoAACRJ+356QxVjtui66aLw9j+oZIkSVkdCPkVBBQAAOr52jqodnSRJWltlhBrc19LiRMjPKKgAAORzV0/uld+qlyVJK70eVduugyxOhPyOggoAQD6WHHdNcTO6qYCuK9Sxuho9/60cHLgoCtaioAIAkF/ZbAqb2EMlUs4o3Cws7x4z5VnAw+pUAAUVAID86sCvI1X52holmE460Wa8gsoEWR0JkERBBQAgXzqxab4q7f9GkvRXuTfUuEWwxYmA/0dBBQAgn7l65qB8lw6Qg2Hqr4Id9cDTr1kdCUiDggoAQD6SdD1aUdO6yUux2udQSfWemyhHLoqCnaGgAgCQX5imDn3fQ6WTT+iS6S337jPl7VXQ6lTALSioAADkE7t/Hq7q1/5Woumo420mqGy5ilZHAtJFQQUAIB8IW/uLqh/6VpK0rsKbatDiQYsTAbdHQQUAII+7eGyX/Fe9JAfD1GrvzmrdnYuiYN8oqAAA5GHxUZeVOPMJFdR17XaspvrPfy/D4KIo2DcKKgAAeZSZkqzj3z+hErZzOqciKtxntgp4uFsdC/hXFFQAAPKo3TNeVZXYLbpuuujig1NUomQpqyMBd4WCCgBAHnRw+WTVOjlNkrS55vuq1bCltYGADKCgAgCQx4Qf2KgyG96QJK0q0l0t//O8xYmAjKGgAgCQh8ReOSenX56Wm5K0zaWBmvYby0VRyHUoqAAA5BG2pASdm/i4ipqXdELFVarfLLm5ulgdC8gwCioAAHnE3skvqEL8XkWb7op99Ef5FfWzOhKQKRRUAADygH0LvlTNiN9lMw2FNvxM1WrUtzoSkGkUVAAAcrmTO1eo4o73JUl/lXhezTs+bXEi4N5QUAEAyMWunjsqrwXPyNlI0Ub3lmr5zEdWRwLuGQUVAIBcKvF6jK5OeVyFFKUjDkGq/PwMOTs5Wh0LuGcUVAAAciHTZtOB8U+rbPJRXTE95dz9ZxXy8bE6FpAlKKgAAORCO34cplpRfyvJdNTJthNUplwVqyMBWYaCCgBALrN3xXTVOz5BkrSp6tuq0/whixMBWYuCCgBALnJq7waVWzdUkrSu8ONq1nWIxYmArEdBBQAgl7h2/pTc5j4tdyNRO13rq+Hz3/ExpsiTKKgAAOQCiddjdemHx+RnXtYJo4TKPD9HLi58jCnyJgoqAAB2zrTZtP/7XiqfdEjXzIKyPTFbhXyLWB0LyDYUVAAA7NyOWcNV+9oKJZmOOtb6O5WtVNPqSEC2oqACAGDH9q36SfXCvpUkbar8huq26mxxIiD7UVABALBTpw9sVtDaVyRJ6wr9R82eeN3iREDOoKACAGCHoi6elcsvT8lDCdrlUkcN+k/gin3kGxRUAADsTFLCdUVMekzFzEs6ZRRXyefmyNXF1epYQI6hoAIAYE9MU/u+762KifsVaRZQ4uM/q3CRYlanAnIUBRUAADuyffa7qn1lqZJNBx1p+Y3KV61tdSQgx1FQAQCwE3v/mq06B8dKkjZUGKr69z9qbSDAIhRUAADswIn9WxW0+mU5GKY2FOqs5k8NszoSYBkKKgAAFrsUcVquvzypAka89rrUUv0XJslw4Fc08i/+9wMAYKH4uBhd/uFRBeiiThvFVfK5X+TiyhX7yN8oqAAAWMSWkqL93z2lSsmHdE0FZT41Rz5F/K2OBViOggoAgEW2TH1VdWNWK9F01NkHJqlUhZpWRwLsAgUVAAALbFswTvedmSpJ2ln7PVVr8qDFiQD7QUEFACCHHdi4RDV3DJckbSjeW40eGWRxIsC+UFABAMhBZ8L2KGDZs3IxUrS9YEvd1/cLqyMBdoeCCgBADom6fEHmT13loxgddqqoqv1nycHR0epYgN2hoAIAkAOSEuN1+vtHFWieU4SKyLfvXLkXKGh1LMAuUVABAMhmps2m0O/6qFribsWY7op7bJaKBJSyOhZgtyioAABksy0zR6jBtcVKMQ2FtfpGZas3sjoSYNcoqAAAZKOdS6ep0bFvJElbqryh2q0ftzgRYP8oqAAAZJOwHatVZeNQSdLGoo/rvm5vWpwIyB0oqAAAZIOIU0dU6I+ecjOSFOrWSA2eGy/DMKyOBeQKFFQAALJY5LUripv2qArrmo45lFHZ/rPl5OxsdSwg16CgAgCQhRITE3V8fFeVtZ3UJfnIo89ceXn7Wh0LyFUyVFBHjx6tBg0ayNPTU35+furSpYsOHTr0r/P9+uuvqly5stzc3FSjRg0tXrw4zeumaWrEiBEKCAiQu7u72rZtqyNHjmRsTQAAsJhps2nb+L6qnbBV100XRXb5Uf6B5a2OBeQ6GSqoq1ev1sCBA7Vp0yatWLFCSUlJeuCBBxQbG3vbeTZs2KAnn3xSffv21c6dO9WlSxd16dJFe/fuTR0zZswYff3115owYYI2b96sAgUKKDg4WPHx8ZlfMwAActj6GcPV5OofspmGwlp8pXK1W1gdCciVDNM0zczOfPHiRfn5+Wn16tVq0SL9b8Ju3bopNjZWCxcuTJ123333qXbt2powYYJM01Tx4sX16quvaujQG1c6RkZGqlixYpo2bZqeeOKJW5aZkJCghISE1OdRUVEKDAxUZGSkvLy8Mrs6AABk2qY/Juq+Ha9JkrZVeVP1uw2zOBFgX6KiouTt7X1Xfe2ezkGNjIyUJPn63v7cmo0bN6pt27ZppgUHB2vjxo2SpOPHjysiIiLNGG9vbzVq1Ch1zD+NHj1a3t7eqY/AwMB7WQ0AAO7Jng1LVHf7jUK61f8JyilwjzJdUG02mwYPHqymTZuqevXqtx0XERGhYsWKpZlWrFgxRUREpL5+c9rtxvzTsGHDFBkZmfo4ffp0ZlcDAIB7cvxgqAKXPysXI1m7CjZXvWfHWR0JyPWcMjvjwIEDtXfvXq1bty4r89wVV1dXubq65vj7AgDwvy5GnJbLnK7yUYwOO1dSpQE/y8Ep079aAfxXpvagDho0SAsXLtTff/+tkiVL3nGsv7+/zp8/n2ba+fPn5e/vn/r6zWm3GwMAgL2JjYnS5R8eVQnzvM4Z/vLrN09uHp5WxwLyhAwVVNM0NWjQIM2bN09//fWXgoKC/nWexo0ba9WqVWmmrVixQo0bN5YkBQUFyd/fP82YqKgobd68OXUMAAD2JDkpSQe/e1KVkw/pmgrK7P6LfPxKWB0LyDMydBxi4MCBmjVrlhYsWCBPT8/Uc0S9vb3l7u4uSerZs6dKlCih0aNHS5JefvlltWzZUp9//rk6duyo2bNna9u2bZo4caIkyTAMDR48WB988IEqVKigoKAgDR8+XMWLF1eXLl2ycFUBALh3pmlqy8QBahK3Tommk853nKJK5WtZHQvIUzJUUMePHy9JatWqVZrpU6dOVe/evSVJp06dkoPD/++YbdKkiWbNmqV33nlHb731lipUqKD58+enubDq9ddfV2xsrJ577jldu3ZNzZo109KlS+Xm5pbJ1QIAIHtsnPWhmlz8RZK0/74xqt0w2OJEQN5zT/dBtRcZua8WAACZtX3pj6qz8UU5GKa2lHtJDXu8b3UkINfIsfugAgCQXxzY9peqbhwiB8PU1sKd1aD7u1ZHAvIsCioAAP/iVNg+FVvYS+5Gona7N1Ld/pNlOPArFMgufHcBAHAHly5EyPzpcfkqSkcdy6n8wF/k6ORsdSwgT6OgAgBwG7GxMYqY+B+VNs/qvFFEhfrNk0dBH6tjAXkeBRUAgHQkJSdr37gnVT15n2LkoeQnfpGvf2mrYwH5AgUVAIB/MG02bfzueTWMW6NE01ERHX5QiUr1rI4F5BsUVAAA/mHN9JFqceU3SdLhJp+qfKOOFicC8hcKKgAA/2P9vO/U8uTXkqSdVYaqenBfixMB+Q8FFQCA/9r+9zw1CH1HkrSj+FOq0224xYmA/ImCCgCApP0716tSSH+5GCna5X2/6jz7rdWRgHyLggoAyPdOHT2gogu6q6BxXQfcaqnagFkyHBytjgXkWxRUAEC+dvHCOZkzH1VRXdUJxzIqPWCenFzdrY4F5GsUVABAvhUTE62L/3Mjfq9nF8jDq7DVsYB8j4IKAMiXkpKSdHBcN1VNPqAoFVDKk7/KN6CM1bEAiIIKAMiHTJtNW757VvWvr1eC6awLHaepeMW6VscC8F8UVABAvrNu6ltqenW+bKahI82+UPkGD1gdCcD/oKACAPKV9b99peanx0uSQqsPU/V2PS1OBOCfKKgAgHxj8/I5arRnlCRpW8leqvv4G9YGApAuCioAIF/YtfkvVV//opwMm0ILBaveM19aHQnAbVBQAQB53qF9OxW4uKcKGAk64F5PNQb8yI34ATtGQQUA5GmnThyV56+Py9eI1jHnCio76Hc5OrtaHQvAHVBQAQB51sULEUqa3kXFdVFnHYqrWP8/5VrAx+pYAP4FBRUAkCdFRkXqwvddVM48pUtGIbn3/UMFfAOsjgXgLlBQAQB5Tnx8vMLGPa5qKTc+JSr5ybnyLVHB6lgA7hIFFQCQpyQnp2jHtz1UL2Gz4k1nXX54hvwr1rM6FoAMoKACAPIM0zS1fsJANYlZrmTTQSfu/05BddtaHQtABlFQAQB5xuppI9Ty0s+SpAMNPlTlll0tTgQgMyioAIA8Ye2vX6nVya8lSTsrD1GNhwZYnAhAZlFQAQC53ualP6nx3lGSpB0lnladJ0ZaGwjAPaGgAgBytV3rl6rWxpdvfISpb3vV6fu11ZEA3CMKKgAg1zq0a7PKLH9GbkaS9ha4TzX78xGmQF5AQQUA5ErHj+xXoXnd5G3E6rBLVVUY9JscnF2sjgUgC1BQAQC5ztkzp+Tw06Py01WddCyt4gP+kKu7p9WxAGQRCioAIFe5dOmSYqZ0UWmd03mjqLz7/amCPkWtjgUgC1FQAQC5RmRUlMIndFYl21FdlZcces6Xj39pq2MByGIUVABArhB3/bqOfPuoaiTvVYw8dL3rLyoaVN3qWACyAQUVAGD3EpOSFfrNU6qfuEXxctalTtNVvGpjq2MByCYUVACAXUtJsWnTt33UJO4vJZmOOt32e5Wp94DVsQBkIwoqAMBumaapNRNeUovIP2QzDR1p9oUqNHvU6lgAshkFFQBgt0KmvqPWF3+UJO2tO0pV2/W2NA+AnEFBBQDYpdU/f6rWp76VJIVWGqyanQdbGwhAjqGgAgDszroFE9X84IeSpJ2leqv2k+9anAhATqKgAgDsyublc9Rwx5tyMEzt9HtEdfqMtToSgBxGQQUA2I2d65ao5vpBcjFStMu7jWo//4NkGFbHApDDKKgAALuwf8dalV/RR+5GovYWaKTqg2bLcHSyOhYAC1BQAQCWO7xvh4r98ZQ8jes65FpDFQf9LkdnF6tjAbAIBRUAYKnjYQfl+evjKqwoHXMqr8CBf8jFvaDVsQBYiIIKALDM6dMn5DDzEQXoks44lFTRAQvl4eVrdSwAFqOgAgAsER5+VglTHlZpndN5o6gK9lsoT98Aq2MBsAMUVABAjrt06aIiJz2s8uZJXTIKyanPn/IJCLI6FgA7QUEFAOSoa9eu6vz4TqpsC9NVeSnl6fkqXKqK1bEA2BEKKgAgx0THROvEuC6qlnJAUSqguG6/qli52lbHAmBnKKgAgBxx/fp1Hf7mUdVOClWs3HT1kVkqUeU+q2MBsEMUVABAtktITNDub7qqXsJmxZvOOt9xhkrXamV1LAB2ioIKAMhWycnJ2vF1dzWKW6NE01En201S2QbBVscCYMcoqACAbGNLsWnzt33UOGaFkk0HhbX8VpWaPWJ1LAB2joIKAMgWps2m9RP6q+m1P2QzDR1o/Jmq3v+U1bEA5AIUVABAljNNU2snvarmF2dLknbXfU812ve1OBWA3IKCCgDIcuumDVeL8CmSpB1Vh6l255csTgQgN6GgAgCy1JqZH6r5yW8kSdvKv6S6Xd+0OBGA3IaCCgDIMmvmfKEWYWMkSVtL9VX9p9+3OBGA3IiCCgDIEmvnfqem+9+TJO0o/pQa9Pnc4kQAcisKKgDgnq2bP1FNdr8lR8NUqN8jqvPsOMkwrI4FIJeioAIA7smGhdN03843bpTTIg+p1guTZTjw6wVA5vETBACQaZuWzFT9rUPkZNgUWqi9avWfLsPB0epYAHI5CioAIFO2rpijOptelouRolCftqo16CcZjk5WxwKQB1BQAQAZtn3Vb6q5bqBcjWTt8mqlmoNmU04BZBkKKgAgQ3auXqBqa16Qq5Gk3QWbqfqLv8rBydnqWADyEAoqAOCu7V63WJX+6ic3I0l7PO5T1ZfmytHZxepYAPIYCioA4K7s3bRc5Vb0loeRoL3uDVT55XlycnGzOhaAPCjDBXXNmjXq1KmTihcvLsMwNH/+/DuO7927twzDuOVRrVq11DGjRo265fXKlStneGUAANnjwNZVKrOkpwoYCdrnVlcVXpovZ1cPq2MByKMyXFBjY2NVq1YtjRs37q7Gf/XVVwoPD099nD59Wr6+vnr88cfTjKtWrVqacevWrctoNABANji0c61KLHxaBY3r2u9aS+Ve+kOu7gWtjgUgD8vwJZcdOnRQhw4d7nq8t7e3vL29U5/Pnz9fV69eVZ8+fdIGcXKSv79/RuMAALLRkV0b5L+gm7yMOB10qaagF/+Um4en1bEA5HE5fg7q5MmT1bZtW5UuXTrN9CNHjqh48eIqW7asunfvrlOnTt12GQkJCYqKikrzAABkrSN7NqvIvK7yVqwOOVdW4KBFci/o/e8zAsA9ytGCeu7cOS1ZskTPPvtsmumNGjXStGnTtHTpUo0fP17Hjx9X8+bNFR0dne5yRo8enbpn1tvbW4GBgTkRHwDyjSN7t6rw3MdUSNEKc6qg4gMXq4BXIatjAcgnDNM0zUzPbBiaN2+eunTpclfjR48erc8//1znzp2Ti8vtb0ty7do1lS5dWl988YX69u17y+sJCQlKSEhIfR4VFaXAwEBFRkbKy8srw+sBAPh/R/Zule9vj6qwInXMqZyKDlomT5+iVscCkMtFRUXJ29v7rvpajn3sh2mamjJlinr06HHHcipJPj4+qlixosLCwtJ93dXVVa6urtkREwDytbC9W+T722P/LadlVXTgEsopgByXY4f4V69erbCwsHT3iP5TTEyMjh49qoCAgBxIBgCQbpbTG3tOjzqVU9GBS+VZqJjVsQDkQxkuqDExMQoNDVVoaKgk6fjx4woNDU29qGnYsGHq2bPnLfNNnjxZjRo1UvXq1W95bejQoVq9erVOnDihDRs26JFHHpGjo6OefPLJjMYDAGTC0f8e1vdVFOUUgOUyfIh/27Ztat26derzIUOGSJJ69eqladOmKTw8/JYr8CMjIzV37lx99dVX6S7zzJkzevLJJ3X58mUVLVpUzZo106ZNm1S0KIeVACC7Hd27RYX+UU69CvlZHQtAPnZPF0nZi4ycdAsA+H/H9m2Rz683ymmYU3n5DVxCOQWQLTLS13L8PqgAAPtwfN9mFbpZTh3LyW8A5RSAfcixq/gBAPbj+L7N8vn1MRX6757TG4f1Oa0KgH1gDyoA5DMn/qecHvlvOfWmnAKwI+xBBYB85EY5fVQ+itYRxwryG7CEcgrA7lBQASCfOLH/H+V04FJ5+xaxOhYA3IJD/ACQDxzbu0nev9wop4cdK1JOAdg1CioA5HFhuzeq0G+PqZCiddipoooNXEI5BWDXKKgAkIcdCV2rIr9TTgHkLpyDCgB51KFtfylgYXd5KU6HnSspYOBiefpQTgHYP/agAkAedHDzMpX48yl5KU4HnKupxIvLKKcAcg32oAJAHrN/wyKVWdZHHkaC9rnUUtBLf8qjoLfVsQDgrrEHFQDykH1r5ytoWW95GAna7VZPZV9eRDkFkOtQUAEgj9jz968qv/JZuRuJCnVvpIov/yn3Ap5WxwKADOMQPwDkAXtWzlKltYPkYqRoh0dTVXt5rlxd3a2OBQCZwh5UAMjldi+bpsr/LafbCrRS9ZfnUU4B5GoUVADIxXYtnqRqGwbL2UjRFs92qjX4V7m4ulodCwDuCQUVAHKpXX+OU43Nr8nRMLXJq4PqvvSznJ1drI4FAPeMggoAuVDo/C9Va/tbcjBMbfB5WA1e/klOzs5WxwKALMFFUgCQy+z4dYzq7vtQkrTO91E1HviDHB3Z3wAg76CgAkAusnXWe2pw+HNJ0pqiT6rZC9/JgXIKII+hoAJAbmCa2jz9LTU68Z0kaV1AbzXv96UMB8opgLyHggoAds602bRt8stqdHaGJGl94PNq+swnMgzD4mQAkD0oqABgx0xbinaMf1YNLv4uSVpXboia9RhpcSoAyF4UVACwU7bkJO0a97TqXV0qm2loY9V31KzbUKtjAUC2o6ACgB1KTozXvm+6qk70aiWbDtpa+yM1faS/1bEAIEdQUAHAziTFx+rw14+oVtxmJZhOCm30hRo/2MvqWACQYyioAGBH4mOu6cS3D6ta/C5dN120t/l4NWr7mNWxACBHUVABwE7ERV7SuXEdVTnxoGJMdx1uO1kNmne0OhYA5DgKKgDYgZjL53RpfEeVTz6ma2ZBnXrwR9VtdL/VsQDAEhRUALBY5PmTipr4oMqknNEl01vnu8xWzTpNrI4FAJahoAKAhS6fOazEKQ8p0HZe4Sqs6K5zVa1aHatjAYClKKgAYJGIo7vkOPMRBZiXdUr+Suo+XxUrVLE6FgBYjoIKABY4tW+TCv76uHwVpWNGoJx6/6FypctaHQsA7AIFFQBy2LFty1V0YS95Kk6HHcrJ67k/5O9f0upYAGA3KKgAkIMOrf1NpVe+IDcjSXudqqt4//nyLVzU6lgAYFccrA4AAPnFvmU/qOzK5+RmJGm7ayOVfnkJ5RQA0sEeVADIAbvnfabqoR/IwTC1sUAb1Xlxltzc3KyOBQB2iYIKANnJNLX753dU8/C3kiGt9nlETQb9IGcnfvwCwO3wExIAsovNpt1TBqnmmZ8kSX8V66OWz30hR0fOrgKAO6GgAkA2MFOStHdCL9W8uEiStLL0K2rTe6QMw7A4GQDYPwoqAGQxW+J1HRz3uGpErlWy6aDVVUap7RMvWx0LAHINCioAZKGkuEgd/7aLqsbtUILprE31PlObh3tbHQsAchUKKgBkkfjIiwof11EVEw8pxnTTruYT1LLtI1bHAoBch4IKAFkg6vxJRU18SEEpp3TV9FTYA1PVtGk7q2MBQK5EQQWAe3T55H4lT+uskuYFnTd9FdF5thrUbWR1LADItSioAHAPzu3fKPdfuqqYonRSAUp86nfVqlTV6lgAkKtRUAEgk45vWSi/xX1VQPE67FBWHn3mq0JgaatjAUCuR0EFgEw4vGq6gta8ImcjRaFONVXyhXkqUqSI1bEAIE+goAJABu2fP0aVd34kB8PURrfmqjZotrwKFrQ6FgDkGRRUALhbpqm9M19T9aOTJEP626uzGg/8QW6uLlYnA4A8hYIKAHfBTEnS/kl9VT1igSRpWbF+avvcGDk6OlicDADyHgoqAPwLW0KcDn/XVdUi1yrFNLSy3DA90ON1GYZhdTQAyJMoqABwB4nRV3T6u4dV+foeJZjOWlf7EwU/0tfqWACQp1FQAeA24i6d1uXvH1K5pBOKMj20u/kEtWnb2epYAJDnUVABIB2Rp/crYWpnBdou6IJZSCc7zFCz+1pYHQsA8gUKKgD8w/n96+X2azf5mdE6oQDFdv1FDarVtDoWAOQbFFQA+B8nNv0hv6X95KF4HTDKybXX76pWpozVsQAgX6GgAsB/HV46QUEb35KzkaLtTnVU8vm5Kla0sNWxACDfoaACgGlq/5wRqnrwa8mQ1rq3Vq1BP8mrQAGrkwFAvkRBBZCvmSlJOjD5OVU997skaXmhp9RywNdydXa2OBkA5F8UVAD5Vkp8jMK+66qqUetlMw0tKz1Ewb2Hy8GBG/ADgJUoqADypfhrEQof31mVEg4q3nTW2pofq8Ojz1odCwAgCiqAfCj67CHFTumsoJRwXTULam/LiWp3f0erYwEA/ouCCiBfuXhwvZznPCl/M1JnzKK60HmWmtdtaHUsAMD/oKACyDfObJ6nwkuel7sSdNAIkkOP31S3XHmrYwEA/oGCCiBfOLZ0nEpveluOMrXVsY5KPP+rivsVtToWACAdFFQAeZtp6sict1Th4HeSpL/c2qnuwOny8eQepwBgryioAPIsMzlRh394RpUi/pQkLSrUQ236j5WbCz/6AMCe8VMaQJ6UHBep4+MfV6XozUoxDS0uNVQP9nlbjtzjFADsHgUVQJ5z/dJJXfz+EVVIOqrrpovW1hqjhx7pLcOgnAJAbkBBBZCnXDm6TebMriplXtYl01tH2kzSAy2CrY4FAMgAh4zOsGbNGnXq1EnFixeXYRiaP3/+HceHhITIMIxbHhEREWnGjRs3TmXKlJGbm5saNWqkLVu2ZDQagHzu7JYFcvuxowqbl3VMJRXRdaEaU04BINfJcEGNjY1VrVq1NG7cuAzNd+jQIYWHh6c+/Pz8Ul+bM2eOhgwZopEjR2rHjh2qVauWgoODdeHChYzGA5BPHV3yjYot7i0PxWunY3U591uu6tVqWh0LAJAJGT7E36FDB3Xo0CHDb+Tn5ycfH590X/viiy/Ur18/9enTR5I0YcIELVq0SFOmTNGbb755y/iEhAQlJCSkPo+KispwHgB5hM2mQ7NeVaWwKZKk1W5tVHPADBXyKmhxMABAZmV4D2pm1a5dWwEBAWrXrp3Wr1+fOj0xMVHbt29X27Zt/z+Ug4Patm2rjRs3prus0aNHy9vbO/URGBiY7fkB2B8z6bqOfPd4ajldVLi3Gg35hXIKALlcthfUgIAATZgwQXPnztXcuXMVGBioVq1aaceOHZKkS5cuKSUlRcWKFUszX7FixW45T/WmYcOGKTIyMvVx+vTp7F4NAHYmKfqiTn7RVhUurVSi6aiFZYerw0DucQoAeUG2/ySvVKmSKlWqlPq8SZMmOnr0qL788kv9+OOPmVqmq6urXF1dsyoigFwm5txBxUx5RGWSzynK9NDmhl/roY6PWx0LAJBFcuwQ//9q2LChwsLCJElFihSRo6Ojzp8/n2bM+fPn5e/vb0U8AHbs0r4Q2Sa1lX/yOZ01i+rAg7+pHeUUAPIUSwpqaGioAgICJEkuLi6qV6+eVq1alfq6zWbTqlWr1LhxYyviAbBTp9f8KK9fH5WXGa19RnlFP71EjRo1tToWACCLZfgQf0xMTOreT0k6fvy4QkND5evrq1KlSmnYsGE6e/asZsyYIUkaO3asgoKCVK1aNcXHx+uHH37QX3/9peXLl6cuY8iQIerVq5fq16+vhg0bauzYsYqNjU29qh9APmeaOvz7+6q453NJ0ganRirz/M8qXrSwxcEAANkhwwV127Ztat26derzIUOGSJJ69eqladOmKTw8XKdOnUp9PTExUa+++qrOnj0rDw8P1axZUytXrkyzjG7duunixYsaMWKEIiIiVLt2bS1duvSWC6cA5D9mcoIOTe6nyuELJElLCz6iJgMmyMvDzeJkAIDsYpimaVod4l5FRUXJ29tbkZGR8vLysjoOgCySFHNZp8Y/qnKxO5ViGlpS8mW1f2aknBwtOTsJAHAPMtLXuB8LALsUfeaAYqY9qnLJZxVtumtjnTHq2LmHDMOwOhoAIJtRUAHYnYhdy+Uxr48CFKNzZhGdaj9VDzRuYXUsAEAOoaACsCvHl49XyQ1vy1kp2mtUkPPTc3Rf+XJWxwIA5CAKKgD7YLPp8Kwhqhg2VZK0xqWFKj8/Q36FC1kcDACQ0yioACxnJsTo6PdPqeKV1ZKkhYV6qs0LX8rdlR9RAJAf8dMfgKXiL5/SxYn/UfmEI0ownbWs/HA91P0lOThwMRQA5FcUVACWuRq2RbZZTyjQdlmXTS+FNhmnh4MftjoWAMBiFFQAlji78Rf5LhskdyXoqErq2iMz1aZ2HatjAQDsAAUVQM4yTR35/QNV2POZJGmzY1359flJ9UoWtzgYAMBeUFAB5BgzKV6HJj+ryhF/SpKWFnhYjV74XoU8PSxOBgCwJxRUADki/mq4wic+psrX9yrFNLSo5GB1eGaEnPnYUgDAP1BQAWS7K2FblTLrSQXZLirSLKAt9T9Xp4ee4GNLAQDpoqACyFan1v2soitflrsSdEIBuvTwj2pXr4HVsQAAdoyCCiB7mKaO/DpcFfZ/I0na4lhHfn1+Uv2SJSwOBgCwdxRUAFnOTIxV2MSeqnBppSRpacFH1PiF8fIu6G5xMgBAbkBBBZCl4i+f1MWJj6pCwhElmo5aUvp1dez1upy4GAoAcJcoqACyzJWD62TM6a5A85qumJ7aft836tzhEatjAQByGQoqgCxx6q8p8l/zmlyUrMMqpdhHZ6pdzVpWxwIA5EIUVAD3xpaiIz+/pgpHJkuSNjg1UmDfn1QxoKjFwQAAuRUFFUCmpVyP1PHvn1SFa+slSX96P6VWL4yVp7urxckAALkZBRVApkSfOaio6V1VPumk4k1nLS8/XB27vyRHB26+DwC4NxRUABl2dusf8l70vEooTufNQjrU+ns93CrY6lgAgDyCggrg7pmmDv/+vsrv/kIOhqk9RiU5d5+pFhUqWp0MAJCHUFAB3BVbQqyOTOqtSpeWS4a0yr29aj8/SYV9vKyOBgDIYyioAP5V7Pljujz5cVVKDFOS6ahlga8ouPdbcnZytDoaACAPoqACuKOIXcvlPv8ZlTKjddn00q7GX+uh9tx8HwCQfSioANJnmjq68HOV3v6hnGTTAaOckh7/UfdXq2Z1MgBAHkdBBXALM+m6jkx5ThXD/5Akhbi2VpXnpqpY4UIWJwMA5AcUVABpxF8+rfOTHlfF+ANKMQ0t8h+oB/q+KzcXflwAAHIGv3EApLqwb7Wcf+up0uY1XTULaku9z9Sp0xMyDG6+DwDIORRUAJKkI0u+VZnNI+SsFB1WKUV3ma7gOnWtjgUAyIcoqEA+ZybF68CUF1Q1fJ4kaZ1LUwX1na6KxYpanAwAkF9RUIF8LPbiSV34oauqJhyUzTS0tNizuv/ZjznfFABgKX4LAfnUuZ3L5P5HPwWZkbpqFtT2+p+qw0NPcr4pAMByFFQgvzFNHZ4/WmVDP5WTYdMhBSnx8elqW72W1ckAAJBEQQXylZT4aIVN6q1Kl1dKhrTarY2qPDdZfr7c3xQAYD8oqEA+EX3mgCKnP6FKSSeUZDpqeanBatfzbbk4O1odDQCANCioQD5wasNv8l3+okoqThfMQjrQ/Gt1bPuw1bEAAEgXBRXIy2wpOjTnbVU6NF6StMuhityemqGW5StaHAwAgNujoAJ5VFLMZZ2Y2F2VojZKkpYX7KKGz4+Tj2dBi5MBAHBnFFQgD7oUtl0pPz+lCikRum666K8Kb6v9Uy/L0YFbSAEA7B8FFchjjiyfpMANb8lNiTpj+unUAxPVsWlrq2MBAHDXKKhAHmFLvK4DUweoWvjvkqRtTnXl1/tHNSlZ0uJkAABkDAUVyAOizoXpyrQnVS3xsGymoZV+vdS876dyd3OxOhoAABlGQQVyuRMbf5fvshdVRjG6ahbUroafqd2DT/CRpQCAXIuCCuRSZkqy9s96U9WOTpIk7XeoIMduM9SqUlWLkwEAcG8oqEAudP1qhE7/8JSqxW6XJP3l2Vn1+n0nby9uIQUAyP0oqEAuE74nRE6/P6OK5mXFma5aV2W42nYdJAduIQUAyCMoqEBuYZo6OP8TlQsdI2cjRcdVQtc6TdYD9RtbnQwAgCxFQQVygeS4azrywzOqcmWVZEjrXVuo/LNTFVS0iNXRAADIchRUwM5dPLpDSbOeVpWUs0oyHbWq1Mtq0+sdOTs5Wh0NAIBsQUEF7NiBpRNVZtM7cleCIszCOtb6W7Vv9aDVsQAAyFYUVMAOJcfHaP/kF1Tz4p+SpB1OdVSk1ww1CSxlcTIAALIfBRWwM5dO7FHczKdVM/mEbKahvwP6qGmfT+TmyqdCAQDyBwoqYEcOLpukUhvfURHF65LprcPNx6pN2/9YHQsAgBxFQQXsQHJ8jA5M6a8aF/6QJIU61ZRvjxlqUjrI4mQAAOQ8Cipgscsn9ih25tOq8d9D+n/591GzZzikDwDIvyiogIUOLf9BgRveVuH/HtI/1OwLtW33mNWxAACwFAUVsEBKQqz2T+6vGhcWSJJ2OtVUoaenq2mZshYnAwDAehRUIIdxSB8AgDujoAI56MCyH1R64/8f0j/Y9Au1fYBD+gAA/C8KKpADEq/Hav+UF1T74v9fpe/99HQ145A+AAC3oKAC2ezckV1KnN1TtVNuHNIP8e+jJhzSBwDgtiioQHYxTe38c7wqbR8lDyNBl+StYy2+0v1tHrE6GQAAdo2CCmSD69FXdfCHfqoTuUIypD3OtVS41ww1LFnG6mgAANg9CiqQxU7sXiPnef1Ux4xQsumgjaWeU+OeH8jJ2dnqaAAA5AoUVCCLmLYU7ZjzgWoe/ErORorCVUSX2n+n5o2DrY4GAECuQkEFskDUxbM6PbW36sVtkQxpq0dzlX1msmoUKWZ1NAAAch0KKnCPDm9YoMLLX1I1XVO86axtlV9Xk65D5eDoYHU0AAByJQoqkEkpSYkKnTFU9U5PlyQdM0op6ZEf1KxWI4uTAQCQu2V4F8+aNWvUqVMnFS9eXIZhaP78+Xcc//vvv6tdu3YqWrSovLy81LhxYy1btizNmFGjRskwjDSPypUrZzQakGMunT6k4582Ty2n67w7qeiQdapEOQUA4J5luKDGxsaqVq1aGjdu3F2NX7Nmjdq1a6fFixdr+/btat26tTp16qSdO3emGVetWjWFh4enPtatW5fRaECO2Lt8itwmt1L5xIOKNAtofb0v1XTwj/L09LY6GgAAeUKGD/F36NBBHTp0uOvxY8eOTfP8o48+0oIFC/Tnn3+qTp06/x/EyUn+/v4ZjQPkmPjYKO2b0l/1Li+UJO1zrKICT01V03JVLE4GAEDekuPnoNpsNkVHR8vX1zfN9CNHjqh48eJyc3NT48aNNXr0aJUqVSrdZSQkJCghISH1eVRUVLZmBo7u2STneX1Vz3ZGNtPQuoBeathnjNxcXa2OBgBAnpPjlxl/9tlniomJUdeuXVOnNWrUSNOmTdPSpUs1fvx4HT9+XM2bN1d0dHS6yxg9erS8vb1TH4GBgTkVH/mMLcWmDbM+VMnfHlIp2xldkK92t5mhFi98RTkFACCbGKZpmpme2TA0b948denS5a7Gz5o1S/369dOCBQvUtm3b2467du2aSpcurS+++EJ9+/a95fX09qAGBgYqMjJSXl5eGV4PID2Xwk/p7PQ+qhW/TZIU6n6fSvWZKl+/4hYnAwAg94mKipK3t/dd9bUcO8Q/e/ZsPfvss/r111/vWE4lycfHRxUrVlRYWFi6r7u6usqVvVfIRjtXzlbpda+plqKUYDprV9WhavD46zIcuLcpAADZLUcK6s8//6xnnnlGs2fPVseOHf91fExMjI4ePaoePXrkQDrg/12PjdbuKYPU6PJ8SdIxxzJyfGyyGlapb20wAADykQwX1JiYmDR7No8fP67Q0FD5+vqqVKlSGjZsmM6ePasZM2ZIunFYv1evXvrqq6/UqFEjRURESJLc3d3l7X3jtjxDhw5Vp06dVLp0aZ07d04jR46Uo6OjnnzyyaxYR+CuHN29Xk7zn1Mj2xlJ0qZiT6hOny/k6lbA4mQAAOQvGT5euW3bNtWpUyf1FlFDhgxRnTp1NGLECElSeHi4Tp06lTp+4sSJSk5O1sCBAxUQEJD6ePnll1PHnDlzRk8++aQqVaqkrl27qnDhwtq0aZOKFi16r+sH/CtbSoo2zRylwLmdVNp2RhdVSLtbT9N9/b+nnAIAYIF7ukjKXmTkpFvgf108e1znZ/RR9YQbHxyx06OJyvSZokJFAyxOBgBA3mKXF0kB9iZ02XQFbRym6opVnOmq3TXeUKP/vMKFUAAAWIyCinwnNvqa9k8ZoAZXF0mSjjiWl0vXybqvUm1rgwEAAEkUVOQzB7b9Jc9FA9TADJfNNLSpeA/V6z1Grq7uVkcDAAD/RUFFvpCYmKTNP76jxqcmysmwKUJFdOmBr9Sk6UNWRwMAAP9AQUWed+zIPsXN6afmyfskQ9rp2Vpln5mk6oW4SwQAAPaIgoo8y5Zi07rfvlLd/R+roBGvWLkprP4o1en4gmQYVscDAAC3QUFFnhR+9pTO/thPLeI3SYZ0yLW6CnefrFqlKlsdDQAA/AsKKvIU0zS1eckMVdjyjuorSommk/ZWGqQ63YbLcOS/OwAAuQG/sZFnXL1yWQenDlDj6KWSpOOOQXJ+bKLqVmlocTIAAJARFFTkCTvX/qliq15RY12UzTS0I7Cnavf4RE7cPgoAgFyHgopcLS4uRjumDlWTC7PlYJg6ZxRT3EPjVL9+O6ujAQCATKKgItc6FLpezn/0VzPbScmQthfupKq9v1VxTx+rowEAgHtAQUWuk5CYqM0zR+i+kxPlYqToirwV3nKM6rV+wupoAAAgC1BQkascPrhLSb8+rxYpByRD2lWwucr0nqhqRYpbHQ0AAGQRCipyhaTkFK2Z/ZnuO/K5ChgJipG7jtYfoVod+3PTfQAA8hgKKuzesaOHdWV2f7VJ2nbjpvtutVS0xxTVKlHe6mgAACAbUFBht1JSbFr969eqf+ATlTXilCBnHan+iqr9500ZDo5WxwMAANmEggq7dPLEUZ2f1V/3J26WDOmYS2V5PfWDqpepYXU0AACQzSiosCu2FJtWzxuvOns+VGkjVommkw5WGaQaj78jw9HZ6ngAACAHUFBhN86cPqmzM19Q64QNN/aaOldQgW4TVbN8XaujAQCAHERBheVM09Ta+ZNUI/Q9NTKilWQ6al/F/qrVbaQMJxer4wEAgBxGQYWlws+d1qkfB6jF9TWSIZ1wKivXxyaqduUGVkcDAAAWoaDCEqZpav2fU1Vl+0g1MqKUbDpoT9lnVeupD+Tg7Gp1PAAAYCEKKnLc2bNndGLmIDW7/rdkSCcdS8vx0e9Vp2pjq6MBAAA7QEFFjrHZTK3+c7qq7xippsY1pZiGdpd5RjW7fyRHFzer4wEAADtBQUWOOHXmjI7/9LJaX18pGdIZx1Iy/jNedao1szoaAACwMxRUZKsUm6m/5/2gWrvfV0sjUimmof1BvVTtqY/l4OJudTwAAGCHKKjINsdPHNe5nwepbcK6G3tNnUrJ+ZFxqlGthdXRAACAHaOgIsslJ6fo77njVH//JwoyYpRsOuhg+b6q9sT7MpzZawoAAO6MgoosFRZ2SFfnDFS7pK03rtB3Lif3xyeoesWGVkcDAAC5BAUVWSIxKUVr5nyuRke+UHnjuhLlpMOVBqja48P5NCgAAJAhFFTcs0MH9ihu7kC1Td4lGdJR1yryfuJ7VQ+qZXU0AACQC1FQkWnxiUlaP+sjNT4+Th5Ggq7LRUerD1a1R96Q4ch/LQAAkDm0CGTKrp1b5fDni2pjOyAZ0mH3Wiry1PeqHljF6mgAACCXo6AiQ6LirmvDjJFqHT5FrkaSYuSuk3XeULVOL0sODlbHAwAAeQAFFXdtw/oQFVo5RO3No5IhHfJspICnv1e1YkFWRwMAAHkIBRX/6sLlq9o58021ufKLnAybolVA55uMUqV2/STDsDoeAADIYyiouC3TNBWy9FeV2/yOgnVeMqSDvverzNPfqrxvCavjAQCAPIqCinSdOn1ax2e9otbXV0iSLjkUVlzbT1S5yeMWJwMAAHkdBRVpJCenKGTueNXZ/4laGlGymYYOBHZVpafGqIiHj9XxAABAPkBBRapDB/cqau5Lapu0XTKk006l5dzlW1Wr3sLqaAAAIB+hoELX4xO1ftYHanJygjyMBCXKSUcqvaCqj4+Q4eRqdTwAAJDPUFDzuZ2b18h92StqawuTDCnMvaZ8u41XtTLVrY4GAADyKQpqPnXp6lXtmjlMLS/N+e+tozx0pv4wVXlwEDfcBwAAlqKg5jM2m6nVy27cOqrNf28dtc+ntUo//Y2qFAm0Oh4AAAAFNT85euKkTs8eotbxKyVJl4zCim7ziao149ZRAADAflBQ84H4xCStnjNWDcPGqpwRw62jAACAXaOg5nE7tm6Q05IhCrYduHHrKOcguT7ytapV5dZRAADAPlFQ86jLV69q58y31fLSbDkbKbouV52s+bIqPfyaDCcXq+MBAADcFgU1j7HZTK1b8pPKbR2ltrooGdJB7+Yq+dQ3qlwsyOp4AAAA/4qCmoccP3ZYEXNeUYuEdZKkC0ZRxbT5SJWbdbU4GQAAwN2joOYB8QmJ2vjzaDU4/p2CjHglmw7aX/ppVX3yQ/m5e1kdDwAAIEMoqLncjo1/qcCKV9XadkwypKOuVVTw0W9Us2IDq6MBAABkCgU1lzp/4YIO/PS6WlybLwfDVJQK6FSd11St00syHBytjgcAAJBpFNRcJik5RWvmT1KNPR+rlXFVMqTdvsEq2/1LVS9cwup4AAAA94yCmovs3rVNSX8OVZvknZIhnXMsrsT2n6lmg45WRwMAAMgyFNRc4PLVqwr9abiaX5wlFyNFCXJWWIVnVeXxkXJwcbc6HgAAQJaioNoxW4pN6xZNV/kdH6iNLkmGdMjzPvl3+0rVSla2Oh4AAEC2oKDaqcP7dylq/hC1SNwmSTrvUFTRrT5QpebdJMOwOB0AAED2oaDamcioKO2cNVyNw2fK1UhWoumkA2V7q1q3d1XMraDV8QAAALIdBdVOmKapzUt/UuDmd9VKFyRDOuDRQH7dvlKt0tWsjgcAAJBjKKh24MSRvbr82xDdl7BZknTBKKwrzd9TldbdOZwPAADyHQqqheLiYrR91ig1OD1NZYwkJZmO2l3qaVV/8gP5efARpQAAIH+ioFrANE1tW/mLAtaPUHNF3Dic71ZHPo+NVb3yta2OBwAAYCkKag47fmSvLs8dqgbxGyVJF+Wr8MYjVPOB3hzOBwAAEAU1x0RHXdOun0eqwbmfFPTfw/m7Sjypak9+qJqePlbHAwAAsBsU1GxmS7Fp66IfVHrHx2qmy5Ih7XevK5//fKH6FepYHQ8AAMDuUFCzUdjujUr4c6gaJe2VJIUbfrrcbJSq3/8Uh/MBAABug4KaDa5ditDBn99Ug0vz5WiYum66aE9QX9Xq9o4C3LnZPgAAwJ1QULNQSnKytv/+hSru/0r3KUYypB2erVWy62dqGFje6ngAAAC5gkNGZ1izZo06deqk4sWLyzAMzZ8//1/nCQkJUd26deXq6qry5ctr2rRpt4wZN26cypQpIzc3NzVq1EhbtmzJaDRLHdq8VCdH11fD/R/KRzE65lBG+x+Ypbqvzpcf5RQAAOCuZbigxsbGqlatWho3btxdjT9+/Lg6duyo1q1bKzQ0VIMHD9azzz6rZcuWpY6ZM2eOhgwZopEjR2rHjh2qVauWgoODdeHChYzGy3GXzx3Xzi/+o0pLuqlsynFFqoA2VX5TpYZtVdUmHa2OBwAAkOsYpmmamZ7ZMDRv3jx16dLltmPeeOMNLVq0SHv37k2d9sQTT+jatWtaunSpJKlRo0Zq0KCBvv32W0mSzWZTYGCgXnzxRb355pv/miMqKkre3t6KjIyUl1fOfAJTUkKcdv3yoaqGTZKHkSCbaWhz4YdV8YmPVdiveI5kAAAAyC0y0tey/RzUjRs3qm3btmmmBQcHa/DgwZKkxMREbd++XcOGDUt93cHBQW3bttXGjRvTXWZCQoISEhJSn0dFRWV98Ds4sPZ3ef89TPVtNz4Fap9TNTl2/ESN6zTP0RwAAAB5UYYP8WdURESEihUrlmZasWLFFBUVpevXr+vSpUtKSUlJd0xERES6yxw9erS8vb1TH4GBgdmWPz1Xzh1TcVuEzstXG2p/oirD1qky5RQAACBLZHtBzQ7Dhg1TZGRk6uP06dM5+v6N/vOy1pR9VW6Dd6hJlxfk4Jgrv4wAAAB2KdsP8fv7++v8+fNppp0/f15eXl5yd3eXo6OjHB0d0x3j7++f7jJdXV3l6uqabZn/jZOzs1r0HGHZ+wMAAORl2b7rr3Hjxlq1alWaaStWrFDjxo0lSS4uLqpXr16aMTabTatWrUodAwAAgPwjwwU1JiZGoaGhCg0NlXTjNlKhoaE6deqUpBuH33v27Jk6/oUXXtCxY8f0+uuv6+DBg/ruu+/0yy+/6JVXXkkdM2TIEE2aNEnTp0/XgQMH1L9/f8XGxqpPnz73uHoAAADIbTJ8iH/btm1q3bp16vMhQ4ZIknr16qVp06YpPDw8taxKUlBQkBYtWqRXXnlFX331lUqWLKkffvhBwcHBqWO6deumixcvasSIEYqIiFDt2rW1dOnSWy6cAgAAQN53T/dBtRdW3AcVAAAAdy8jfY3LzwEAAGBXKKgAAACwKxRUAAAA2BUKKgAAAOwKBRUAAAB2hYIKAAAAu0JBBQAAgF2hoAIAAMCuUFABAABgVyioAAAAsCsUVAAAANgVCioAAADsCgUVAAAAdoWCCgAAALtCQQUAAIBdoaACAADArlBQAQAAYFcoqAAAALArFFQAAADYFQoqAAAA7IqT1QGygmmakqSoqCiLkwAAACA9N3vazd52J3mioEZHR0uSAgMDLU4CAACAO4mOjpa3t/cdxxjm3dRYO2ez2XTu3Dl5enrKMIwcec+oqCgFBgbq9OnT8vLyypH3RNZh++V+bMPcj22Y+7ENc7ec3n6maSo6OlrFixeXg8OdzzLNE3tQHRwcVLJkSUve28vLi2/KXIztl/uxDXM/tmHuxzbM3XJy+/3bntObuEgKAAAAdoWCCgAAALtCQc0kV1dXjRw5Uq6urlZHQSaw/XI/tmHuxzbM/diGuZs9b788cZEUAAAA8g72oAIAAMCuUFABAABgVyioAAAAsCsUVAAAANgVCioAAADsCgX1DsaNG6cyZcrIzc1NjRo10pYtW+44/tdff1XlypXl5uamGjVqaPHixTmUFOnJyPabNGmSmjdvrkKFCqlQoUJq27btv25vZL+Mfg/eNHv2bBmGoS5dumRvQPyrjG7Da9euaeDAgQoICJCrq6sqVqzIz1ILZXT7jR07VpUqVZK7u7sCAwP1yiuvKD4+PofS4p/WrFmjTp06qXjx4jIMQ/Pnz//XeUJCQlS3bl25urqqfPnymjZtWrbnTJeJdM2ePdt0cXExp0yZYu7bt8/s16+f6ePjY54/fz7d8evXrzcdHR3NMWPGmPv37zffeecd09nZ2dyzZ08OJ4dpZnz7PfXUU+a4cePMnTt3mgcOHDB79+5tent7m2fOnMnh5Lgpo9vwpuPHj5slSpQwmzdvbnbu3DlnwiJdGd2GCQkJZv369c0HH3zQXLdunXn8+HEzJCTEDA0NzeHkMM2Mb7+ffvrJdHV1NX/66Sfz+PHj5rJly8yAgADzlVdeyeHkuGnx4sXm22+/bf7++++mJHPevHl3HH/s2DHTw8PDHDJkiLl//37zm2++MR0dHc2lS5fmTOD/QUG9jYYNG5oDBw5MfZ6SkmIWL17cHD16dLrju3btanbs2DHNtEaNGpnPP/98tuZE+jK6/f4pOTnZ9PT0NKdPn55dEfEvMrMNk5OTzSZNmpg//PCD2atXLwqqxTK6DcePH2+WLVvWTExMzKmIuIOMbr+BAwea999/f5ppQ4YMMZs2bZqtOXF37qagvv7662a1atXSTOvWrZsZHBycjcnSxyH+dCQmJmr79u1q27Zt6jQHBwe1bdtWGzduTHeejRs3phkvScHBwbcdj+yTme33T3FxcUpKSpKvr292xcQdZHYbvvfee/Lz81Pfvn1zIibuIDPb8I8//lDjxo01cOBAFStWTNWrV9dHH32klJSUnIqN/8rM9mvSpIm2b9+eehrAsWPHtHjxYj344IM5khn3zp66jFOOv2MucOnSJaWkpKhYsWJpphcrVkwHDx5Md56IiIh0x0dERGRbTqQvM9vvn9544w0VL178lm9U5IzMbMN169Zp8uTJCg0NzYGE+DeZ2YbHjh3TX3/9pe7du2vx4sUKCwvTgAEDlJSUpJEjR+ZEbPxXZrbfU089pUuXLqlZs2YyTVPJycl64YUX9NZbb+VEZGSB23WZqKgoXb9+Xe7u7jmWhT2owD98/PHHmj17tubNmyc3Nzer4+AuREdHq0ePHpo0aZKKFClidRxkks1mk5+fnyZOnKh69eqpW7duevvttzVhwgSro+EuhISE6KOPPtJ3332nHTt26Pfff9eiRYv0/vvvWx0NuRB7UNNRpEgROTo66vz582mmnz9/Xv7+/unO4+/vn6HxyD6Z2X43ffbZZ/r444+1cuVK1axZMztj4g4yug2PHj2qEydOqFOnTqnTbDabJMnJyUmHDh1SuXLlsjc00sjM92FAQICcnZ3l6OiYOq1KlSqKiIhQYmKiXFxcsjUz/l9mtt/w4cPVo0cPPfvss5KkGjVqKDY2Vs8995zefvttOTiwT8ze3a7LeHl55ejeU4k9qOlycXFRvXr1tGrVqtRpNptNq1atUuPGjdOdp3HjxmnGS9KKFStuOx7ZJzPbT5LGjBmj999/X0uXLlX9+vVzIipuI6PbsHLlytqzZ49CQ0NTHw8//LBat26t0NBQBQYG5mR8KHPfh02bNlVYWFjqHxeSdPjwYQUEBFBOc1hmtl9cXNwtJfTmHxumaWZfWGQZu+oyOX5ZVi4xe/Zs09XV1Zw2bZq5f/9+87nnnjN9fHzMiIgI0zRNs0ePHuabb76ZOn79+vWmk5OT+dlnn5kHDhwwR44cyW2mLJTR7ffxxx+bLi4u5m+//WaGh4enPqKjo61ahXwvo9vwn7iK33oZ3YanTp0yPT09zUGDBpmHDh0yFy5caPr5+ZkffPCBVauQr2V0+40cOdL09PQ0f/75Z/PYsWPm8uXLzXLlypldu3a1ahXyvejoaHPnzp3mzp07TUnmF198Ye7cudM8efKkaZqm+eabb5o9evRIHX/zNlOvvfaaeeDAAXPcuHHcZsoeffPNN2apUqVMFxcXs2HDhuamTZtSX2vZsqXZq1evNON/+eUXs2LFiqaLi4tZrVo1c9GiRTmcGP8rI9uvdOnSpqRbHiNHjsz54EiV0e/B/0VBtQ8Z3YYbNmwwGzVqZLq6upply5Y1P/zwQzM5OTmHU+OmjGy/pKQkc9SoUWa5cuVMNzc3MzAw0BwwYIB59erVnA8O0zRN8++//073d9vN7darVy+zZcuWt8xTu3Zt08XFxSxbtqw5derUHM9tmqZpmCb73QEAAGA/OAcVAAAAdoWCCgAAALtCQQUAAIBdoaACAADArlBQAQAAYFcoqAAAALArFFQAAADYFQoqAAAA7AoFFQAAAHaFggoAAAC7QkEFAACAXfk/v6+MT8Jc+LYAAAAASUVORK5CYII="/>
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<p>The solution is overlapped with the actual one, and they are barely indistinguishable. We can also take a look at the loss using <code>TensorBoard</code>:</p>
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<div class="jp-InputPrompt jp-InputArea-prompt">In [10]:</div>
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<div class="highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s2">"</span><span class="se">\n</span><span class="s2">To load TensorBoard run load_ext tensorboard on your terminal"</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span>
<span class="s2">"To visualize the loss you can run tensorboard --logdir 'tutorial_logs' on your terminal</span><span class="se">\n</span><span class="s2">"</span>
<span class="p">)</span>
<span class="c1"># # uncomment for running tensorboard</span>
<span class="c1"># %load_ext tensorboard</span>
<span class="c1"># %tensorboard --logdir=tutorial_logs</span>
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<pre>
To load TensorBoard run load_ext tensorboard on your terminal
To visualize the loss you can run tensorboard --logdir 'tutorial_logs' on your terminal
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<p>As we can see the loss has not reached a minimum, suggesting that we could train for longer! Alternatively, we can also take look at the loss using callbacks. Here we use <code>MetricTracker</code> from <code>pina.callback</code>:</p>
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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="kn">from</span><span class="w"> </span><span class="nn">pina.callback</span><span class="w"> </span><span class="kn">import</span> <span class="n">MetricTracker</span>
<span class="c1"># create the model</span>
<span class="n">newmodel</span> <span class="o">=</span> <span class="n">FeedForward</span><span class="p">(</span>
<span class="n">layers</span><span class="o">=</span><span class="p">[</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">],</span>
<span class="n">func</span><span class="o">=</span><span class="n">torch</span><span class="o">.</span><span class="n">nn</span><span class="o">.</span><span class="n">Tanh</span><span class="p">,</span>
<span class="n">output_dimensions</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">problem</span><span class="o">.</span><span class="n">output_variables</span><span class="p">),</span>
<span class="n">input_dimensions</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">problem</span><span class="o">.</span><span class="n">input_variables</span><span class="p">),</span>
<span class="p">)</span>
<span class="c1"># create the PINN object</span>
<span class="n">newpinn</span> <span class="o">=</span> <span class="n">PINN</span><span class="p">(</span>
<span class="n">problem</span><span class="p">,</span> <span class="n">newmodel</span><span class="p">,</span> <span class="n">optimizer</span><span class="o">=</span><span class="n">TorchOptimizer</span><span class="p">(</span><span class="n">torch</span><span class="o">.</span><span class="n">optim</span><span class="o">.</span><span class="n">Adam</span><span class="p">,</span> <span class="n">lr</span><span class="o">=</span><span class="mf">0.005</span><span class="p">)</span>
<span class="p">)</span>
<span class="c1"># create the trainer</span>
<span class="n">newtrainer</span> <span class="o">=</span> <span class="n">Trainer</span><span class="p">(</span>
<span class="n">solver</span><span class="o">=</span><span class="n">newpinn</span><span class="p">,</span>
<span class="n">max_epochs</span><span class="o">=</span><span class="mi">1500</span><span class="p">,</span>
<span class="n">logger</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="c1"># enable parameter logging</span>
<span class="n">callbacks</span><span class="o">=</span><span class="p">[</span><span class="n">MetricTracker</span><span class="p">()],</span>
<span class="n">accelerator</span><span class="o">=</span><span class="s2">"cpu"</span><span class="p">,</span>
<span class="n">train_size</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span>
<span class="n">test_size</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span>
<span class="n">val_size</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span>
<span class="n">enable_model_summary</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
<span class="p">)</span> <span class="c1"># we train on CPU and avoid model summary at beginning of training (optional)</span>
<span class="c1"># train</span>
<span class="n">newtrainer</span><span class="o">.</span><span class="n">train</span><span class="p">()</span>
<span class="c1"># plot loss</span>
<span class="n">trainer_metrics</span> <span class="o">=</span> <span class="n">newtrainer</span><span class="o">.</span><span class="n">callbacks</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">metrics</span>
<span class="n">loss</span> <span class="o">=</span> <span class="n">trainer_metrics</span><span class="p">[</span><span class="s2">"train_loss"</span><span class="p">]</span>
<span class="n">epochs</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">loss</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">epochs</span><span class="p">,</span> <span class="n">loss</span><span class="o">.</span><span class="n">cpu</span><span class="p">())</span>
<span class="c1"># plotting</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">"epoch"</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">"loss"</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">yscale</span><span class="p">(</span><span class="s2">"log"</span><span class="p">)</span>
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<pre>GPU available: False, used: False
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<pre>TPU available: False, using: 0 TPU cores
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<pre>HPU available: False, using: 0 HPUs
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<pre>Missing logger folder: /home/runner/work/PINA/PINA/tutorials/tutorial1/lightning_logs
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<pre>`Trainer.fit` stopped: `max_epochs=1500` reached.
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"/>
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<h2 id="What's-next?">What's next?<a class="anchor-link" href="#What's-next?"></a></h2><p>Congratulations on completing the introductory tutorial of <strong>PINA</strong>! There are several directions you can go now:</p>
<ol>
<li><p>Train the network for longer or with different layer sizes and assert the finaly accuracy</p>
</li>
<li><p>Train the network using other types of models (see <code>pina.model</code>)</p>
</li>
<li><p>GPU training and speed benchmarking</p>
</li>
<li><p>Many more...</p>
</li>
</ol>
</div>
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