Created
November 13, 2017 17:52
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Test vdom with xarray.Dataset
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 332, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import uuid\n", | |
| "\n", | |
| "import numpy as np\n", | |
| "import xarray as xr\n", | |
| "from xarray.core.formatting import format_array_flat\n", | |
| "\n", | |
| "from IPython.display import display\n", | |
| "from vdom.helpers import (style, div, ul, li, span, pre,\n", | |
| " summary, details, input_, label)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 378, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "XR_REPR_STYLE = \"\"\"\n", | |
| ".xr-warp {\n", | |
| " width: 540px;\n", | |
| " font-size: 13px;\n", | |
| " line-height: 1.5;\n", | |
| " background-color: #fff;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-header {\n", | |
| " padding: 6px 0 6px 3px;\n", | |
| " border-bottom-width: 1px;\n", | |
| " border-bottom-style: solid;\n", | |
| " border-bottom-color: #777;\n", | |
| " color: #555;;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-sections {\n", | |
| " list-style: none;\n", | |
| " padding: 3px;\n", | |
| " margin: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-sections summary > div {\n", | |
| " display: inline-block;\n", | |
| " cursor: pointer;\n", | |
| " width: 140px;\n", | |
| " color: #555;\n", | |
| " font-weight: 500;\n", | |
| " padding: 4px 0 2px 0;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-sections > li > details > summary > div > span {\n", | |
| " display: none;\n", | |
| " margin-left: 4px;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-sections > li > details:not([open]) > summary > div > span {\n", | |
| " display: inline-block;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dim-list {\n", | |
| " display: inline-block !important;\n", | |
| " list-style: none;\n", | |
| " padding: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dim-list li {\n", | |
| " display: inline-block;\n", | |
| " font-size: 13px !important;\n", | |
| " padding: 0;\n", | |
| " margin: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dim-list:before {\n", | |
| " content: '(';\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dim-list:after {\n", | |
| " content: ')';\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dim-list li:not(:last-child):after {\n", | |
| " content: ',';\n", | |
| " padding-right: 5px;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-has-index {\n", | |
| " text-decoration: underline;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list {\n", | |
| " list-style: none;\n", | |
| " padding: 0;\n", | |
| " margin: 0;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list > li {\n", | |
| " background-color: #fcfcfc;\n", | |
| " overflow: hidden;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list > li:nth-child(odd) {\n", | |
| " background-color: #efefef;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list li:hover {\n", | |
| " background-color: rgba(3, 169, 244, .2);\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list li > span {\n", | |
| " display: inline-block;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list li input {\n", | |
| " display: none;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-var-list li input:enabled + label {\n", | |
| " cursor: pointer;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in + label {\n", | |
| " display: inline-block;\n", | |
| " width: 140px;\n", | |
| " padding-left: 0;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in + label:before {\n", | |
| " content: ' ';\n", | |
| " display: inline-block;\n", | |
| " font-size: 11px;\n", | |
| " width: 15px;\n", | |
| " padding-left: 20px;\n", | |
| " padding-right: 5px;\n", | |
| " text-align: center;\n", | |
| " color: #aaa;\n", | |
| " text-decoration: none !important;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in ~ ul {\n", | |
| " display: none;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in:checked ~ ul {\n", | |
| " display: block;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in:enabled + label:before {\n", | |
| " content: 'a';\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in:enabled + label:hover:before {\n", | |
| " color: #000;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-varname-in:checked + label:before {\n", | |
| " color: #ccc;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dims {\n", | |
| " width: 80px;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-dtype {\n", | |
| " width: 96px;\n", | |
| " padding-right: 4px;\n", | |
| " text-align: right;\n", | |
| " color: #555;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-values {\n", | |
| " width: 200px;\n", | |
| " text-align: left;\n", | |
| " color: #888;\n", | |
| " white-space: nowrap;\n", | |
| " font-size: 12px;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-values > span:nth-child(odd) {\n", | |
| " color: rgba(0, 0, 0, .65);\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-values-in + label:hover > span {\n", | |
| " color: #000;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-values-in:checked + label > span {\n", | |
| " color: #ccc;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-values-in ~ pre {\n", | |
| " display: none;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-values-in:checked ~ pre {\n", | |
| " display: block;\n", | |
| "}\n", | |
| "\n", | |
| "input.xr-values-in:checked + label > span {\n", | |
| " color: #ccc;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-full-values {\n", | |
| " font-size: 11px;\n", | |
| " background-color: #fff;\n", | |
| " padding: 4px 0 6px 40px !important;\n", | |
| " margin: 0 !important;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-attr-list {\n", | |
| " list-style: none;\n", | |
| " background-color: #fff;\n", | |
| " padding-bottom: 6px;\n", | |
| " color: #555;\n", | |
| "}\n", | |
| "\n", | |
| ".xr-attr-list li,\n", | |
| ".xr-attr-list li:hover {\n", | |
| " background-color: #fff;\n", | |
| "}\n", | |
| "\"\"\"\n", | |
| "\n", | |
| "# doesn't work here:\n", | |
| "# details summary::-webkit-details-marker {\n", | |
| "# color: green; \n", | |
| "# font-size: 20px;\n", | |
| "#}\n", | |
| "#\n", | |
| "# shorthand properties like border or padding don't seem to work?\n", | |
| "# span or other nested HTML elements in summary don't show up.\n", | |
| "# some HTML elements have attributes that conflict with python syntax (e.g., for, type, id)\n", | |
| "# why camelCase for className?\n", | |
| "# seems like I need to create unique ids for input/labels to avoid conflicts (i.e., repr the same object in two cells, clicking on a label in the 2nd cell output shows data in the first cell output)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 401, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def attr_list(attrs):\n", | |
| " return ul(\n", | |
| " [li('{} : {}'.format(k, v)) for k, v in attrs.items()],\n", | |
| " className='xr-attr-list'\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def dim_list(dims):\n", | |
| " \n", | |
| " return ul(\n", | |
| " [li(span(k, className=idx_cls), ': {}'.format(v))\n", | |
| " for k, (v, idx_cls) in dims.items()],\n", | |
| " className='xr-dim-list'\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def var_values(var):\n", | |
| " pprint_str = format_array_flat(var, 35)\n", | |
| " return [span(s + ' ') for s in pprint_str.split()]\n", | |
| " \n", | |
| "\n", | |
| "def var_row(varname, var):\n", | |
| " dims_str = '(' + ', '.join(d for d in var.dims) + ')'\n", | |
| " \n", | |
| " varname_cls = 'xr-varname'\n", | |
| " if varname in var.dims:\n", | |
| " varname_cls += ' xr-has-index'\n", | |
| " \n", | |
| " # create unique ids for input/label\n", | |
| " attr_id = str(uuid.uuid4())\n", | |
| " values_id = str(uuid.uuid4())\n", | |
| " \n", | |
| " if len(var.attrs):\n", | |
| " disable_attr_section = False\n", | |
| " attr_section = attr_list(var.attrs)\n", | |
| " else:\n", | |
| " disable_attr_section = True\n", | |
| " attr_section = ''\n", | |
| " \n", | |
| " return li(\n", | |
| " input_(className='xr-varname-in', type='checkbox',\n", | |
| " disabled=disable_attr_section, id=attr_id),\n", | |
| " label(varname, className=varname_cls,\n", | |
| " **{'for': attr_id}),\n", | |
| " span(dims_str, className='xr-dims'),\n", | |
| " span(str(var.dtype), className='xr-dtype'),\n", | |
| " input_(className='xr-values-in', type='checkbox',\n", | |
| " id=values_id),\n", | |
| " label(var_values(var), className='xr-values',\n", | |
| " **{'for': values_id}),\n", | |
| " attr_section,\n", | |
| " pre(repr(var.data), className='xr-full-values')\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def var_list(variables):\n", | |
| " return ul(\n", | |
| " [var_row(k, v) for k, v in variables.items()],\n", | |
| " className='xr-var-list'\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def dim_section(dims):\n", | |
| " return details(\n", | |
| " summary(\n", | |
| " div('Dimensions:', style={'width': '125px'}), dim_list(dims)\n", | |
| " )\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def var_section(variables, section_name, expand_max_items=10):\n", | |
| " if len(variables) > expand_max_items:\n", | |
| " expand = False\n", | |
| " else:\n", | |
| " expand = True\n", | |
| "\n", | |
| " return li(\n", | |
| " details(\n", | |
| " summary(div(section_name + ':', span(len(variables)))),\n", | |
| " var_list(variables),\n", | |
| " open=expand\n", | |
| " )\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def attr_section(attrs, expand_max_items=5):\n", | |
| " if len(attrs) > expand_max_items:\n", | |
| " expand = False\n", | |
| " else:\n", | |
| " expand = True\n", | |
| " \n", | |
| " return li(\n", | |
| " details(\n", | |
| " summary(div('Attributes:', span(len(attrs)))),\n", | |
| " attr_list(attrs),\n", | |
| " open=expand\n", | |
| " )\n", | |
| " )\n", | |
| "\n", | |
| "\n", | |
| "def dataset_header():\n", | |
| " return div('xarray.Dataset', className='xr-header')\n", | |
| "\n", | |
| "\n", | |
| "def repr_dataset(ds):\n", | |
| " dims = {k: (v, 'xr-has-index' if k in ds.coords else '')\n", | |
| " for k, v in ds.dims.items()}\n", | |
| " \n", | |
| " return div(\n", | |
| " style(XR_REPR_STYLE),\n", | |
| " div(\n", | |
| " dataset_header(),\n", | |
| " ul(\n", | |
| " dim_section(dims),\n", | |
| " var_section(ds.coords, 'Coordinates'),\n", | |
| " var_section(ds.data_vars, 'Data variables'),\n", | |
| " attr_section(ds.attrs),\n", | |
| " className='xr-sections'\n", | |
| " ),\n", | |
| " className='xr-warp')\n", | |
| " )" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 402, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "lon = np.array([[-99.83, -99.32], [-99.79, -99.23]])\n", | |
| "lat = np.array([[ 42.25, 42.21], [ 42.63, 42.59]])\n", | |
| "\n", | |
| "ds = xr.Dataset(data_vars={'foo': (('x', 'y'), np.random.rand(2, 2))},\n", | |
| " coords={\n", | |
| " 'x': [0, 1], 'y': [0, 1],\n", | |
| " 'lon': (('x', 'y'), lon, {'standard_name': 'longitude'}),\n", | |
| " 'lat': (('x', 'y'), lat, {'standard_name': 'latitude'})\n", | |
| " },\n", | |
| " attrs={'title': 'example dataset'})" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 403, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vdom.v1+json": { | |
| "attributes": {}, | |
| "children": [ | |
| { | |
| "attributes": {}, | |
| "children": "\n.xr-warp {\n width: 540px;\n font-size: 13px;\n line-height: 1.5;\n background-color: #fff;\n}\n\n.xr-header {\n padding: 6px 0 6px 3px;\n border-bottom-width: 1px;\n border-bottom-style: solid;\n border-bottom-color: #777;\n color: #555;;\n}\n\n.xr-sections {\n list-style: none;\n padding: 3px;\n margin: 0;\n}\n\n.xr-sections summary > div {\n display: inline-block;\n cursor: pointer;\n width: 140px;\n color: #555;\n font-weight: 500;\n padding: 4px 0 2px 0;\n}\n\n.xr-sections > li > details > summary > div > span {\n display: none;\n margin-left: 4px;\n}\n\n.xr-sections > li > details:not([open]) > summary > div > span {\n display: inline-block;\n}\n\n.xr-dim-list {\n display: inline-block !important;\n list-style: none;\n padding: 0;\n}\n\n.xr-dim-list li {\n display: inline-block;\n font-size: 13px !important;\n padding: 0;\n margin: 0;\n}\n\n.xr-dim-list:before {\n content: '(';\n}\n\n.xr-dim-list:after {\n content: ')';\n}\n\n.xr-dim-list li:not(:last-child):after {\n content: ',';\n padding-right: 5px;\n}\n\n.xr-has-index {\n text-decoration: underline;\n}\n\n.xr-var-list {\n list-style: none;\n padding: 0;\n margin: 0;\n}\n\n.xr-var-list > li {\n background-color: #fcfcfc;\n overflow: hidden;\n}\n\n.xr-var-list > li:nth-child(odd) {\n background-color: #efefef;\n}\n\n.xr-var-list li:hover {\n background-color: rgba(3, 169, 244, .2);\n}\n\n.xr-var-list li > span {\n display: inline-block;\n}\n\n.xr-var-list li input {\n display: none;\n}\n\n.xr-var-list li input:enabled + label {\n cursor: pointer;\n}\n\ninput.xr-varname-in + label {\n display: inline-block;\n width: 140px;\n padding-left: 0;\n}\n\ninput.xr-varname-in + label:before {\n content: ' ';\n display: inline-block;\n font-size: 11px;\n width: 15px;\n padding-left: 20px;\n padding-right: 5px;\n text-align: center;\n color: #aaa;\n text-decoration: none !important;\n}\n\ninput.xr-varname-in ~ ul {\n display: none;\n}\n\ninput.xr-varname-in:checked ~ ul {\n display: block;\n}\n\ninput.xr-varname-in:enabled + label:before {\n content: 'a';\n}\n\ninput.xr-varname-in:enabled + label:hover:before {\n color: #000;\n}\n\ninput.xr-varname-in:checked + label:before {\n color: #ccc;\n}\n\n.xr-dims {\n width: 80px;\n}\n\n.xr-dtype {\n width: 96px;\n padding-right: 4px;\n text-align: right;\n color: #555;\n}\n\n.xr-values {\n width: 200px;\n text-align: left;\n color: #888;\n white-space: nowrap;\n font-size: 12px;\n}\n\n.xr-values > span:nth-child(odd) {\n color: rgba(0, 0, 0, .65);\n}\n\ninput.xr-values-in + label:hover > span {\n color: #000;\n}\n\ninput.xr-values-in:checked + label > span {\n color: #ccc;\n}\n\ninput.xr-values-in ~ pre {\n display: none;\n}\n\ninput.xr-values-in:checked ~ pre {\n display: block;\n}\n\ninput.xr-values-in:checked + label > span {\n color: #ccc;\n}\n\n.xr-full-values {\n font-size: 11px;\n background-color: #fff;\n padding: 4px 0 6px 40px !important;\n margin: 0 !important;\n}\n\n.xr-attr-list {\n list-style: none;\n background-color: #fff;\n padding-bottom: 6px;\n color: #555;\n}\n\n.xr-attr-list li,\n.xr-attr-list li:hover {\n background-color: #fff;\n}\n", | |
| "tagName": "style" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-warp" | |
| }, | |
| "children": [ | |
| { | |
| "attributes": { | |
| "className": "xr-header" | |
| }, | |
| "children": "xarray.Dataset", | |
| "tagName": "div" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-sections" | |
| }, | |
| "children": [ | |
| { | |
| "attributes": {}, | |
| "children": { | |
| "attributes": {}, | |
| "children": [ | |
| { | |
| "attributes": { | |
| "style": { | |
| "width": "125px" | |
| } | |
| }, | |
| "children": "Dimensions:", | |
| "tagName": "div" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-dim-list" | |
| }, | |
| "children": [ | |
| { | |
| "attributes": {}, | |
| "children": [ | |
| { | |
| "attributes": { | |
| "className": "xr-has-index" | |
| }, | |
| "children": "x", | |
| "tagName": "span" | |
| }, | |
| ": 2" | |
| ], | |
| "tagName": "li" | |
| }, | |
| { | |
| "attributes": {}, | |
| "children": [ | |
| { | |
| "attributes": { | |
| "className": "xr-has-index" | |
| }, | |
| "children": "y", | |
| "tagName": "span" | |
| }, | |
| ": 2" | |
| ], | |
| "tagName": "li" | |
| } | |
| ], | |
| "tagName": "ul" | |
| } | |
| ], | |
| "tagName": "summary" | |
| }, | |
| "tagName": "details" | |
| }, | |
| { | |
| "attributes": {}, | |
| "children": { | |
| "attributes": { | |
| "open": true | |
| }, | |
| "children": [ | |
| { | |
| "attributes": {}, | |
| "children": { | |
| "attributes": {}, | |
| "children": [ | |
| "Coordinates:", | |
| { | |
| "attributes": {}, | |
| "children": 4, | |
| "tagName": "span" | |
| } | |
| ], | |
| "tagName": "div" | |
| }, | |
| "tagName": "summary" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-var-list" | |
| }, | |
| "children": [ | |
| { | |
| "attributes": {}, | |
| "children": [ | |
| { | |
| "attributes": { | |
| "className": "xr-varname-in", | |
| "disabled": true, | |
| "id": "7ab8a2da-8e58-4e3b-9dd2-5bad02a595af", | |
| "type": "checkbox" | |
| }, | |
| "children": null, | |
| "tagName": "input" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-varname xr-has-index", | |
| "for": "7ab8a2da-8e58-4e3b-9dd2-5bad02a595af" | |
| }, | |
| "children": "x", | |
| "tagName": "label" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-dims" | |
| }, | |
| "children": "(x)", | |
| "tagName": "span" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-dtype" | |
| }, | |
| "children": "int64", | |
| "tagName": "span" | |
| }, | |
| { | |
| "attributes": { | |
| "className": "xr-values-in", | |
| "id": "e25d721d-8624-48e7-8ac6-5f4f876817bd", | |
| "type": "checkbox" | |
| }, | |
| "children": null, | |
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