egutierrez
527d9dfa00
- Introduced a new markdown cell in dibujar.py to enhance user guidance for drawing with the mouse. - Updated the version in pygwalker_visualizaciones.py from 0.15.1 to 0.15.2. - Added a new markdown cell in pygwalker_visualizaciones.py for interactive EDA with PyGWalker. - Refactored return values in pygwalker_visualizaciones.py to streamline data handling. - Modified Graficos_plotly.grid.json to include additional layout positions.
307 lines
1.5 MiB
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307 lines
1.5 MiB
Plaintext
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"text/html": "<span class=\"markdown prose dark:prose-invert\"><h1 id=\"wigglystuff-widgets-interactivos\">Wigglystuff: widgets interactivos</h1></span>"
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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"slider2d-demo\"><code>Slider2D</code> demo</h2>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">Slider2D</span>\n\n<span class=\"n\">slider_2d</span> <span class=\"o\">=</span> <span class=\"n\">Slider2D</span><span class=\"p\">(</span><span class=\"n\">width</span><span class=\"o\">=</span><span class=\"mi\">300</span><span class=\"p\">,</span> <span class=\"n\">height</span><span class=\"o\">=</span><span class=\"mi\">300</span><span class=\"p\">)</span>\n</code></pre></div>\n<span class=\"paragraph\">This demo contains a two dimensional slider. The thinking is that sometimes you want to be able to make changes to two variables at the same time. The output is always standardized to the range of -1 to 1, but you can always use custom code to adapt this.</span></span><div style='display: flex;flex: 1;flex-direction: row;justify-content: space-between;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><marimo-ui-element object-id='ROlb-0' random-id='b255ed50-6305-4c13-a7cf-685e51a73cb6'><marimo-anywidget data-initial-value='{"height": 300, "width": 300, "x": 0.0, "y": 0.0}' data-label='null' data-js-url='"./@file/2093-83030-h7mwr2Ke.js"' data-js-hash='"f0e48c88256a6d3e22ed4ab240c028b6"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><marimo-mime-renderer data-mime='"application/vnd.vegalite.v5+json"' data-data='"{\n \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\",\n \"config\": {\n \"view\": {\n \"continuousHeight\": 300,\n \"continuousWidth\": 300\n }\n },\n \"datasets\": {\n \"data-66e8d1867e633d81369f507c06a881ff\": [\n {\n \"x\": 0.15290415190485857,\n \"y\": 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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"matrix-demo\"><code>Matrix</code> demo</h2>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">Matrix</span>\n\n<span class=\"n\">arr</span> <span class=\"o\">=</span> <span class=\"n\">Matrix</span><span class=\"p\">(</span><span class=\"n\">rows</span><span class=\"o\">=</span><span class=\"mi\">1</span><span class=\"p\">,</span> <span class=\"n\">cols</span><span class=\"o\">=</span><span class=\"mi\">2</span><span class=\"p\">,</span> <span class=\"n\">step</span><span class=\"o\">=</span><span class=\"mf\">0.1</span><span class=\"p\">)</span>\n<span class=\"n\">mat</span> <span class=\"o\">=</span> <span class=\"n\">Matrix</span><span class=\"p\">(</span><span class=\"n\">matrix</span><span class=\"o\">=</span><span class=\"n\">np</span><span class=\"o\">.</span><span class=\"n\">eye</span><span class=\"p\">(</span><span class=\"mi\">2</span><span class=\"p\">),</span> <span class=\"n\">mirror</span><span class=\"o\">=</span><span class=\"kc\">True</span><span class=\"p\">,</span> <span class=\"n\">step</span><span class=\"o\">=</span><span class=\"mf\">0.1</span><span class=\"p\">)</span>\n</code></pre></div>\n<span class=\"paragraph\">This demo contains a representation of a two dimensional gaussian distribution. You can adapt the center by changing the first array that represents the mean and the variance can be updated by alterering the second one that represents the covariance matrix. Notice how the latter matrix has a triangular constraint.</span></span><div style='display: flex;flex: 1;flex-direction: row;justify-content: space-between;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><marimo-ui-element object-id='iLit-1' random-id='e0b8609b-3a75-4d03-0ea6-e78dcafd4b1b'><marimo-anywidget data-initial-value='{"col_names": [], "cols": 2, "flexible_cols": false, "matrix": [[0.0, 0.0]], "max_value": null, "min_value": null, "mirror": false, "row_names": [], "rows": 1, "static": false, "step": 0.1}' data-label='null' data-js-url='"./@file/5611-83030-kiV5S5UH.js"' data-js-hash='"458905db99fec0527ef115e58a22df42"' data-css='".matrix {\n display: inline-block;\n vertical-align: middle;\n font-size: 18px;\n line-height: 1;\n white-space: nowrap;\n padding: 10px;\n position: relative;\n user-select: none;\n}\n.matrix:before, .matrix:after {\n content: \"\";\n position: absolute;\n top: 0;\n bottom: 0;\n width: 2px;\n background-color: black;\n}\n.matrix:before { left: 0; }\n.matrix:after { right: 0; }\n.matrix-row {\n display: flex;\n justify-content: flex-start;\n}\n.matrix-element {\n width: 3em;\n height: 1.5em;\n text-align: center;\n margin: 0.2em;\n cursor: ew-resize;\n color: #0066cc;\n display: flex;\n align-items: center;\n justify-content: center;\n}\n\n.matrix-element::selection {\n background-color: transparent;\n}\n\n.matrix-wrapper {\n display: inline-block;\n font-family: monospace;\n font-size: 14px;\n}\n\n.matrix-grid {\n display: flex;\n align-items: flex-start;\n}\n\n.matrix-column {\n display: flex;\n flex-direction: column;\n}\n\n.matrix-label-column {\n margin-right: 5px;\n}\n\n.matrix-data-wrapper {\n display: flex;\n position: relative;\n padding: 0 15px;\n}\n\n/* Matrix brackets */\n.matrix-data-wrapper::before,\n.matrix-data-wrapper::after {\n content: '';\n position: absolute;\n width: 10px;\n height: 100%;\n pointer-events: none;\n}\n\n.matrix-data-wrapper::before {\n left: 3px;\n border-left: 2px solid black;\n border-top: 2px solid black;\n border-bottom: 2px solid black;\n}\n\n.matrix-data-wrapper::after {\n right: 3px;\n border-right: 2px solid black;\n border-top: 2px solid black;\n border-bottom: 2px solid black;\n}\n\n.matrix-data-column {\n margin: 0;\n}\n\n.matrix-cell {\n display: flex;\n align-items: center;\n justify-content: center;\n height: 2em;\n box-sizing: border-box;\n}\n\n.matrix-element {\n width: 3em;\n margin: 0 0.3em;\n cursor: ew-resize;\n color: #0066cc;\n}\n\n.matrix-element-static {\n cursor: default;\n color: #666;\n}\n\n.matrix-row-label {\n width: auto;\n min-width: 5em;\n justify-content: flex-end;\n padding-right: 0.5em;\n font-weight: bold;\n color: #333;\n white-space: nowrap;\n}\n\n.matrix-col-label {\n font-weight: bold;\n color: #333;\n margin-bottom: 5px;\n width: 3.6em; /* Slightly wider than matrix elements to account for margins */\n overflow: hidden;\n text-overflow: ellipsis;\n white-space: nowrap;\n}\n\n/* Flexible columns mode */\n.matrix-grid.flexible-columns .matrix-element {\n width: auto;\n min-width: 3em;\n padding: 0 0.5em;\n}\n\n.matrix-grid.flexible-columns .matrix-col-label {\n width: auto;\n min-width: 3.6em;\n padding: 0 0.5em;\n}\n\n.matrix-grid.flexible-columns .matrix-data-column {\n flex-shrink: 0;\n}\n\n.matrix-corner-cell {\n visibility: hidden;\n height: 2em;\n margin-bottom: 5px;\n}\n\n/* Adjust bracket positioning to exclude headers */\n.matrix-grid:has(.matrix-col-label) .matrix-data-wrapper::before,\n.matrix-grid:has(.matrix-col-label) .matrix-data-wrapper::after {\n top: calc(2em + 5px); /* Height of header cell + margin */\n height: calc(100% - 2em - 5px); /* Full height minus header */\n}\n\n/* If there are no column names, brackets should span full height */\n.matrix-grid:not(:has(.matrix-col-label)) .matrix-data-wrapper::before,\n.matrix-grid:not(:has(.matrix-col-label)) .matrix-data-wrapper::after {\n top: 0;\n height: 100%;\n}"' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><marimo-ui-element object-id='iLit-0' random-id='1237dc68-2102-0b1b-9e98-c85dcfc38fe5'><marimo-anywidget data-initial-value='{"col_names": [], "cols": 2, "flexible_cols": false, "matrix": [[1.0, 0.0], [0.0, 1.0]], "max_value": null, "min_value": null, "mirror": true, "row_names": [], "rows": 2, "static": false, "step": 0.1}' data-label='null' data-js-url='"./@file/5611-83030-rS0agR0Q.js"' data-js-hash='"458905db99fec0527ef115e58a22df42"' data-css='".matrix {\n display: inline-block;\n vertical-align: middle;\n font-size: 18px;\n line-height: 1;\n white-space: nowrap;\n padding: 10px;\n position: relative;\n user-select: none;\n}\n.matrix:before, .matrix:after {\n content: \"\";\n position: absolute;\n top: 0;\n bottom: 0;\n width: 2px;\n background-color: black;\n}\n.matrix:before { left: 0; }\n.matrix:after { right: 0; }\n.matrix-row {\n display: flex;\n justify-content: flex-start;\n}\n.matrix-element {\n width: 3em;\n height: 1.5em;\n text-align: center;\n margin: 0.2em;\n cursor: ew-resize;\n color: #0066cc;\n display: flex;\n align-items: center;\n justify-content: center;\n}\n\n.matrix-element::selection {\n background-color: transparent;\n}\n\n.matrix-wrapper {\n display: inline-block;\n font-family: monospace;\n font-size: 14px;\n}\n\n.matrix-grid {\n display: flex;\n align-items: flex-start;\n}\n\n.matrix-column {\n display: flex;\n flex-direction: column;\n}\n\n.matrix-label-column {\n margin-right: 5px;\n}\n\n.matrix-data-wrapper {\n display: flex;\n position: relative;\n padding: 0 15px;\n}\n\n/* Matrix brackets */\n.matrix-data-wrapper::before,\n.matrix-data-wrapper::after {\n content: '';\n position: absolute;\n width: 10px;\n height: 100%;\n pointer-events: none;\n}\n\n.matrix-data-wrapper::before {\n left: 3px;\n border-left: 2px solid black;\n border-top: 2px solid black;\n border-bottom: 2px solid black;\n}\n\n.matrix-data-wrapper::after {\n right: 3px;\n border-right: 2px solid black;\n border-top: 2px solid black;\n border-bottom: 2px solid black;\n}\n\n.matrix-data-column {\n margin: 0;\n}\n\n.matrix-cell {\n display: flex;\n align-items: center;\n justify-content: center;\n height: 2em;\n box-sizing: border-box;\n}\n\n.matrix-element {\n width: 3em;\n margin: 0 0.3em;\n cursor: ew-resize;\n color: #0066cc;\n}\n\n.matrix-element-static {\n cursor: default;\n color: #666;\n}\n\n.matrix-row-label {\n width: auto;\n min-width: 5em;\n justify-content: flex-end;\n padding-right: 0.5em;\n font-weight: bold;\n color: #333;\n white-space: nowrap;\n}\n\n.matrix-col-label {\n font-weight: bold;\n color: #333;\n margin-bottom: 5px;\n width: 3.6em; /* Slightly wider than matrix elements to account for margins */\n overflow: hidden;\n text-overflow: ellipsis;\n white-space: nowrap;\n}\n\n/* Flexible columns mode */\n.matrix-grid.flexible-columns .matrix-element {\n width: auto;\n min-width: 3em;\n padding: 0 0.5em;\n}\n\n.matrix-grid.flexible-columns .matrix-col-label {\n width: auto;\n min-width: 3.6em;\n padding: 0 0.5em;\n}\n\n.matrix-grid.flexible-columns .matrix-data-column {\n flex-shrink: 0;\n}\n\n.matrix-corner-cell {\n visibility: hidden;\n height: 2em;\n margin-bottom: 5px;\n}\n\n/* Adjust bracket positioning to exclude headers */\n.matrix-grid:has(.matrix-col-label) .matrix-data-wrapper::before,\n.matrix-grid:has(.matrix-col-label) .matrix-data-wrapper::after {\n top: calc(2em + 5px); /* Height of header cell + margin */\n height: calc(100% - 2em - 5px); /* Full height minus header */\n}\n\n/* If there are no column names, brackets should span full height */\n.matrix-grid:not(:has(.matrix-col-label)) .matrix-data-wrapper::before,\n.matrix-grid:not(:has(.matrix-col-label)) .matrix-data-wrapper::after {\n top: 0;\n height: 100%;\n}"' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><marimo-mime-renderer data-mime='"application/vnd.vegalite.v5+json"' data-data='"{\n \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\",\n \"config\": {\n \"view\": {\n 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\"x\": -15.374580409831694,\n \"y\": -34.41960941513924\n }\n ]\n },\n \"encoding\": {\n \"color\": {\n \"field\": \"c\",\n \"scale\": null,\n \"type\": \"nominal\"\n },\n \"x\": {\n \"field\": \"x\",\n \"type\": \"quantitative\"\n },\n \"y\": {\n \"field\": \"y\",\n \"type\": \"quantitative\"\n }\n },\n \"mark\": {\n \"type\": \"point\"\n },\n \"usermeta\": {\n \"embedOptions\": {}\n },\n \"width\": \"container\"\n}"'></marimo-mime-renderer></div></div>"
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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"tangle-objects\">Tangle objects</h2>\n<span class=\"paragraph\">Very much inspired by <a href=\"\">tangle.js</a>, this library also offers some sliders/choice elements that can natively be combined in markdown. </span>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">TangleSlider</span>\n</code></pre></div>\n<span class=\"paragraph\">There are some examples below. </span>\n<h3 id=\"apples-example\">Apples example</h3>\n<span class=\"paragraph\">Suppose that you have <marimo-ui-element object-id='Hstk-0' random-id='4eb075ca-0a5a-816c-1900-39a625c3e039'><marimo-anywidget data-initial-value='{"amount": 10.0, "digits": 0, "max_value": 100.0, "min_value": 0.0, "pixels_per_step": 2, "prefix": "", "step": 1.0, "suffix": " coffees"}' data-label='null' data-js-url='"./@file/2480-83030-ASpeTDbB.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element> and they each cost <marimo-ui-element object-id='Hstk-1' random-id='eae58463-5eed-071e-b5a0-0a1b701a58c5'><marimo-anywidget data-initial-value='{"amount": 3.5, "digits": 2, "max_value": 10.0, "min_value": 0.01, "pixels_per_step": 2, "prefix": "$", "step": 0.01, "suffix": ""}' data-label='null' data-js-url='"./@file/2480-83030-syJCZENu.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element> then in total you would need to spend $35.00. </span>\n<h3 id=\"amdhals-law\">Amdhals law</h3>\n<span class=\"paragraph\">You cannot always get a speedup by throwing more compute at a problem. Let's compare two scenarios. </span>\n<ul>\n<li>You might have a parallel program that needs to sync up <marimo-ui-element object-id='Hstk-2' random-id='60562d19-8054-c518-5047-0e4fc5d48e6f'><marimo-anywidget data-initial-value='{"amount": 5.0, "digits": 1, "max_value": 20.0, "min_value": 0.0, "pixels_per_step": 2, "prefix": "", "step": 0.1, "suffix": "% of the time"}' data-label='null' data-js-url='"./@file/2480-83030-mI98K5jY.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element>.</li>\n<li>Another parallel program needs to sync up <marimo-ui-element object-id='Hstk-3' random-id='149ff4d1-f66c-685b-3c49-cc8bf359001f'><marimo-anywidget data-initial-value='{"amount": 0.0, "digits": 1, "max_value": 20.0, "min_value": 0.0, "pixels_per_step": 2, "prefix": "", "step": 0.1, "suffix": "% of the time"}' data-label='null' data-js-url='"./@file/2480-83030-nFGbxMi4.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element>.</li>\n</ul>\n<span class=\"paragraph\">The consequences of these choices are shown below. You might be suprised at the result, but you need to remember that if you throw more cores at the problem then you will also have more cores that will idle when the program needs to sync. </span></span><marimo-mime-renderer data-mime='"application/vnd.vegalite.v5+json"' data-data='"{\n \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\",\n \"config\": {\n \"view\": {\n \"continuousHeight\": 300,\n \"continuousWidth\": 300\n }\n },\n \"data\": {\n \"name\": \"data-c467df262db6f007fdd03aa0b0f10ed2\"\n },\n \"datasets\": {\n \"data-c467df262db6f007fdd03aa0b0f10ed2\": [\n {\n \"cores\": 1,\n \"value\": 1.0,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 2,\n \"value\": 1.9047619047619047,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 3,\n \"value\": 2.7272727272727275,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 4,\n \"value\": 3.4782608695652177,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 5,\n \"value\": 4.166666666666667,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 6,\n \"value\": 4.800000000000001,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 7,\n \"value\": 5.384615384615384,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 8,\n \"value\": 5.925925925925926,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 9,\n \"value\": 6.428571428571429,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 10,\n \"value\": 6.896551724137931,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 11,\n \"value\": 7.333333333333334,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 12,\n \"value\": 7.741935483870969,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 13,\n \"value\": 8.125,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 14,\n \"value\": 8.484848484848484,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 15,\n \"value\": 8.823529411764707,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 16,\n \"value\": 9.142857142857142,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 17,\n \"value\": 9.444444444444445,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 18,\n \"value\": 9.72972972972973,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 19,\n \"value\": 10.0,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 20,\n \"value\": 10.256410256410255,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 21,\n \"value\": 10.5,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 22,\n \"value\": 10.73170731707317,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 23,\n \"value\": 10.952380952380953,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 24,\n \"value\": 11.162790697674419,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 25,\n \"value\": 11.363636363636365,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 26,\n \"value\": 11.555555555555555,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 27,\n \"value\": 11.73913043478261,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 28,\n \"value\": 11.914893617021276,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 29,\n \"value\": 12.083333333333334,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 30,\n \"value\": 12.244897959183673,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 31,\n \"value\": 12.4,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 32,\n \"value\": 12.549019607843139,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 33,\n \"value\": 12.692307692307692,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 34,\n \"value\": 12.830188679245284,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 35,\n \"value\": 12.962962962962962,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 36,\n \"value\": 13.09090909090909,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 37,\n \"value\": 13.214285714285714,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 38,\n \"value\": 13.333333333333334,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 39,\n \"value\": 13.448275862068966,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 40,\n \"value\": 13.559322033898303,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 41,\n \"value\": 13.666666666666664,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 42,\n \"value\": 13.770491803278688,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 43,\n \"value\": 13.870967741935482,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 44,\n \"value\": 13.968253968253968,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 45,\n \"value\": 14.0625,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 46,\n \"value\": 14.153846153846152,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 47,\n \"value\": 14.242424242424242,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 48,\n \"value\": 14.328358208955224,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 49,\n \"value\": 14.411764705882353,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 50,\n \"value\": 14.492753623188404,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 51,\n \"value\": 14.57142857142857,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 52,\n \"value\": 14.64788732394366,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 53,\n \"value\": 14.722222222222223,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 54,\n \"value\": 14.794520547945206,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 55,\n \"value\": 14.864864864864865,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 56,\n \"value\": 14.933333333333334,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 57,\n \"value\": 15.0,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 58,\n \"value\": 15.064935064935066,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 59,\n \"value\": 15.128205128205128,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 60,\n \"value\": 15.18987341772152,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 61,\n \"value\": 15.25,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 62,\n \"value\": 15.308641975308642,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 63,\n \"value\": 15.365853658536585,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 64,\n \"value\": 15.42168674698795,\n \"variable\": \"5.00% sync rate\"\n },\n {\n \"cores\": 1,\n \"value\": 1.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 2,\n \"value\": 2.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 3,\n \"value\": 3.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 4,\n \"value\": 4.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 5,\n \"value\": 5.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 6,\n \"value\": 6.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 7,\n \"value\": 7.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 8,\n \"value\": 8.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 9,\n \"value\": 9.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 10,\n \"value\": 10.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 11,\n \"value\": 11.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 12,\n \"value\": 12.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 13,\n \"value\": 13.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 14,\n \"value\": 14.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 15,\n \"value\": 15.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 16,\n \"value\": 16.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 17,\n \"value\": 17.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 18,\n \"value\": 18.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 19,\n \"value\": 19.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 20,\n \"value\": 20.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 21,\n \"value\": 21.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 22,\n \"value\": 22.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 23,\n \"value\": 23.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 24,\n \"value\": 24.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 25,\n \"value\": 25.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 26,\n \"value\": 26.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 27,\n \"value\": 27.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 28,\n \"value\": 28.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 29,\n \"value\": 29.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 30,\n \"value\": 30.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 31,\n \"value\": 31.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 32,\n \"value\": 32.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 33,\n \"value\": 33.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 34,\n \"value\": 34.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 35,\n \"value\": 35.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 36,\n \"value\": 36.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 37,\n \"value\": 37.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 38,\n \"value\": 38.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 39,\n \"value\": 39.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 40,\n \"value\": 40.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 41,\n \"value\": 41.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 42,\n \"value\": 42.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 43,\n \"value\": 43.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 44,\n \"value\": 44.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 45,\n \"value\": 45.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 46,\n \"value\": 46.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 47,\n \"value\": 47.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 48,\n \"value\": 48.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 49,\n \"value\": 49.00000000000001,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 50,\n \"value\": 50.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 51,\n \"value\": 51.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 52,\n \"value\": 52.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 53,\n \"value\": 53.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 54,\n \"value\": 54.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 55,\n \"value\": 55.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 56,\n \"value\": 56.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 57,\n \"value\": 57.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 58,\n \"value\": 58.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 59,\n \"value\": 59.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 60,\n \"value\": 60.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 61,\n \"value\": 61.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 62,\n \"value\": 62.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 63,\n \"value\": 63.0,\n \"variable\": \"0.00% sync rate\"\n },\n {\n \"cores\": 64,\n \"value\": 64.0,\n \"variable\": \"0.00% sync rate\"\n }\n ]\n },\n \"encoding\": {\n \"color\": {\n \"field\": \"variable\",\n \"type\": \"nominal\"\n },\n \"x\": {\n \"field\": \"cores\",\n \"type\": \"quantitative\"\n },\n \"y\": {\n \"field\": \"value\",\n \"title\": \"effective cores\",\n \"type\": \"quantitative\"\n }\n },\n \"mark\": {\n \"type\": \"line\"\n },\n \"title\": \"Comparison between cores and actual speedup.\",\n \"usermeta\": {\n \"embedOptions\": {}\n },\n \"width\": 500\n}"'></marimo-mime-renderer><span class=\"markdown prose dark:prose-invert\"><h3 id=\"also-a-choice-widget\">Also a choice widget</h3>\n<span class=\"paragraph\">The slider widget can do numeric values for you, but sometimes you also want to make a choice between discrete choices. For that, you can use the <code>TangleChoice</code> widget. </span>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">TangleChoice</span>\n</code></pre></div>\n<span class=\"paragraph\">As a quick demo, let's repeat <marimo-ui-element object-id='Hstk-4' random-id='34e30e44-401b-91bb-c144-b2122245fb18'><marimo-anywidget data-initial-value='{"choice": "", "choices": ["\ud83d\ude42", "\ud83c\udf89", "\ud83d\udca5"]}' data-label='null' data-js-url='"./@file/1136-83030-xduJxgNd.js"' data-js-hash='"8def0eef008f5a36f9437f5cb1e923df"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element> <marimo-ui-element object-id='Hstk-6' random-id='8259e832-1fc2-708d-0d08-3462b21515cd'><marimo-anywidget data-initial-value='{"amount": 3.0, "digits": 1, "max_value": 20.0, "min_value": 1.0, "pixels_per_step": 2, "prefix": "", "step": 1.0, "suffix": " times"}' data-label='null' data-js-url='"./@file/2480-83030-LmOfcrqQ.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element>. </span>\n<span class=\"paragraph\">\ud83d\ude42 \ud83d\ude42 \ud83d\ude42</span></span><span class=\"markdown prose dark:prose-invert\"><h3 id=\"also-a-select-widget\">Also a select widget</h3>\n<span class=\"paragraph\">Like <code>TangleChoice</code> but as a drop-down</span>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">TangleSelect</span>\n</code></pre></div>\n<span class=\"paragraph\">As a quick demo, let's repeat <marimo-ui-element object-id='Hstk-5' random-id='9727b80a-2525-c908-c219-96c00f52a368'><marimo-anywidget data-initial-value='{"choice": "\ud83e\udd54", "choices": ["\ud83e\udd54", "\ud83e\udd55", "\ud83c\udf4e"]}' data-label='null' data-js-url='"./@file/1111-83030-KmOHc7UF.js"' data-js-hash='"c3b12e8309902d9f8eef6f4b3db114cc"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element> <marimo-ui-element object-id='Hstk-6' random-id='8259e832-1fc2-708d-0d08-3462b21515cd'><marimo-anywidget data-initial-value='{"amount": 3.0, "digits": 1, "max_value": 20.0, "min_value": 1.0, "pixels_per_step": 2, "prefix": "", "step": 1.0, "suffix": " times"}' data-label='null' data-js-url='"./@file/2480-83030-LmOfcrqQ.js"' data-js-hash='"5d6b2cb02092f33a545380456d39ad9a"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element>. </span>\n<span class=\"paragraph\">\ud83e\udd54 \ud83e\udd54 \ud83e\udd54</span></span></div>"
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}
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"console": []
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{
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"id": "Xref",
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"code_hash": "cff25d66316937ad1b56471bb5a17f42",
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"outputs": [
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{
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"type": "data",
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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"pick-colors\">Pick colors</h2>\n<span class=\"paragraph\">Pick colors using a standard browser color input.</span>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">ColorPicker</span>\n<span class=\"n\">ColorPicker</span><span class=\"p\">(</span><span class=\"n\">color</span><span class=\"o\">=</span><span class=\"s2\">"#444444"</span><span class=\"p\">)</span>\n</code></pre></div>\n<span class=\"paragraph\">You can use a color picker with marimo's <code>Html</code> to affect how things are rendered. </span></span><p style=\"color: #444444\">Change my color!</p><div style='display: flex;flex: 1;flex-direction: row;justify-content: space-between;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><marimo-ui-element object-id='DnEU-0' random-id='560fee44-18c1-3376-0f04-04e121962a53'><marimo-anywidget data-initial-value='{"color": "#444444"}' data-label='null' data-js-url='"./@file/367-83030-CS34kUnA.js"' data-js-hash='"b8b52e91b0777d9c51ee176a0ff2e014"' data-css='""' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><span class=\"markdown prose dark:prose-invert\"><span class=\"paragraph\">You selected #444444 which is (68, 68, 68) in RGB values.</span></span></div></div>"
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"id": "SFPL",
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"code_hash": "9ad8211e7bdae72423749de8de29a3ba",
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"outputs": [
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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"drawing-edges\">Drawing Edges</h2>\n<span class=\"paragraph\">We even have a tool that allows you to connect nodes by drawing edges!</span>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">EdgeDraw</span>\n<span class=\"n\">EdgeDraw</span><span class=\"p\">([</span><span class=\"s2\">"a"</span><span class=\"p\">,</span> <span class=\"s2\">"b"</span><span class=\"p\">,</span> <span class=\"s2\">"c"</span><span class=\"p\">,</span> <span class=\"s2\">"d"</span><span class=\"p\">])</span>\n</code></pre></div>\n<span class=\"paragraph\">Try it yourself by drawing below. </span></span><marimo-ui-element object-id='RGSE-0' random-id='6c2c5d63-f99b-077e-40b8-63f80e004423'><marimo-anywidget data-initial-value='{"links": [], "names": ["a", "b", "c", "d"]}' data-label='null' data-js-url='"./@file/474128-83030-ytlvF0kG.js"' data-js-hash='"ede96e5c7e9fa64fef6fbf79cec555c4"' data-css='".node {\n cursor: pointer;\n}\n\n.link {\n stroke: #999;\n stroke-opacity: 0.8;\n stroke-width: 3px;\n cursor: pointer;\n}\n\n.arrow {\n fill: #999;\n}\n\n.label {\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Roboto, Helvetica, Arial, sans-serif;\n font-weight: 500;\n dominant-baseline: middle;\n}\n\n.label-background {\n fill: white;\n fill-opacity: 0.8;\n}\n\n.selected {\n stroke: #ff0000;\n stroke-width: 2px;\n}"' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><span class=\"markdown prose dark:prose-invert\"><span class=\"paragraph\">As you draw more nodes, you will also update the <code>widget.links</code> property. </span></span><marimo-json-output data-json-data='[]' data-value-types='"python"'></marimo-json-output></div>"
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}
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}
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],
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"console": []
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},
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{
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"id": "BYtC",
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"code_hash": "7b7250c26d21a902ab2deac1c5f26107",
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"outputs": [
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{
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"type": "data",
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"data": {
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"text/html": "<div style='display: flex;flex: 1;flex-direction: column;justify-content: flex-start;align-items: normal;flex-wrap: nowrap;gap: 0.5rem'><span class=\"markdown prose dark:prose-invert\"><h2 id=\"sortable-lists\">Sortable Lists</h2>\n<div class=\"language-python codehilite\"><pre><span></span><code><span class=\"kn\">from</span><span class=\"w\"> </span><span class=\"nn\">wigglystuff</span><span class=\"w\"> </span><span class=\"kn\">import</span> <span class=\"n\">SortableList</span>\n<span class=\"n\">SortableList</span><span class=\"p\">([</span><span class=\"s2\">"Action"</span><span class=\"p\">,</span> <span class=\"s2\">"Comedy"</span><span class=\"p\">,</span> <span class=\"s2\">"Drama"</span><span class=\"p\">],</span> <span class=\"n\">addable</span><span class=\"o\">=</span><span class=\"kc\">True</span><span class=\"p\">,</span> <span class=\"n\">removable</span><span class=\"o\">=</span><span class=\"kc\">True</span><span class=\"p\">,</span> <span class=\"n\">editable</span><span class=\"o\">=</span><span class=\"kc\">True</span><span class=\"p\">)</span>\n</code></pre></div>\n<span class=\"paragraph\">Try dragging items to reorder, adding new items, clicking to edit, or removing with the [x] buttons.</span></span><marimo-ui-element object-id='ulZA-0' random-id='a42a3e80-97d3-a583-ba32-95c60d1ae957'><marimo-anywidget data-initial-value='{"addable": true, "editable": true, "removable": true, "value": ["Action", "Comedy", "Drama", "Thriller", "Sci-Fi"]}' data-label='null' data-js-url='"./@file/7175-83030-4RNo8erW.js"' data-js-hash='"006f61a02f50f6ae9e4c3ae0c613d6f0"' data-css='".draggable-list-widget {\n font-family: system-ui, -apple-system, BlinkMacSystemFont, sans-serif;\n max-width: 100%;\n\n .list-container {\n background: white;\n border: 1px solid #e1e5e9;\n border-radius: 6px;\n overflow: hidden;\n box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1);\n }\n .list-item {\n position: relative;\n display: flex;\n align-items: center;\n gap: 6px;\n padding: 6px 10px;\n background: white;\n border-bottom: 1px solid #e1e5e9;\n transition: background-color 0.15s ease, opacity 0.15s ease;\n cursor: grab;\n }\n .list-item:last-child {\n border-bottom: none;\n }\n .list-item:hover {\n background-color: #f8f9fa;\n }\n .list-item:hover .remove-button {\n opacity: 1;\n }\n .list-item.dragging {\n opacity: 0.5;\n cursor: grabbing;\n }\n .drag-handle {\n display: flex;\n align-items: center;\n justify-content: center;\n width: 18px;\n height: 18px;\n border: none;\n background: transparent;\n cursor: grab;\n color: #6b778c;\n flex-shrink: 0;\n }\n .drag-handle:active {\n cursor: grabbing;\n }\n .drag-handle svg {\n fill: currentColor;\n }\n .item-label {\n flex: 1;\n color: #172b4d;\n font-size: 14px;\n white-space: nowrap;\n overflow: hidden;\n text-overflow: ellipsis;\n }\n .item-label.editable {\n cursor: pointer;\n border-radius: 3px;\n padding: 1px 4px;\n margin: -1px -4px;\n }\n .item-label.editable:hover {\n background-color: #f4f5f7;\n }\n .item-label.editable:focus {\n outline: 2px solid #0052cc;\n outline-offset: 1px;\n }\n .remove-button {\n display: flex;\n align-items: center;\n justify-content: center;\n width: 18px;\n height: 18px;\n border: none;\n background: transparent;\n cursor: pointer;\n border-radius: 3px;\n color: #6b778c;\n flex-shrink: 0;\n opacity: 0;\n transition: opacity 0.15s ease, background-color 0.15s ease;\n }\n .remove-button:hover {\n background-color: #e4e6ea;\n color: #42526e;\n }\n .add-input {\n width: 100%;\n padding: 8px 10px;\n margin-top: 8px;\n border: none;\n font-size: 14px;\n outline: none;\n background: transparent;\n color: #6b778c;\n }\n .add-input:focus {\n background: #f8f9fa;\n color: #172b4d;\n border-radius: 3px;\n }\n .edit-input {\n flex: 1;\n padding: 1px 4px;\n margin: -1px -4px;\n border: 1px solid #0052cc;\n border-radius: 3px;\n font-size: 14px;\n font-family: inherit;\n background: white;\n color: #172b4d;\n outline: none;\n }\n .drop-indicator {\n background-color: #0052cc !important;\n border-radius: 1px;\n }\n}"' data-buffer-paths='[]'></marimo-anywidget></marimo-ui-element><span class=\"markdown prose dark:prose-invert\"><span class=\"paragraph\">Current value: <code>{'addable': True, 'editable': True, 'removable': True, 'value': ['Action', 'Comedy', 'Drama', 'Thriller', 'Sci-Fi']}</code></span></span></div>"
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{
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"code_hash": "af92c83409663d602d533d59c43e7b85",
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{
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"code_hash": "79c2f3bebf808dfc8be2f4b9421f9cfe",
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{
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{
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