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CSIROBoeingPhase5-Vietnam/03.compare_ODC.ipynb
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nkdiemgithub 87350aa0ae update Sen1
2024-10-23 09:06:09 +00:00

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" element.rel = \"stylesheet\";\n",
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" }\n",
"\n",
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nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n 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"data": {
"text/html": [
"<style>*[data-root-id],\n",
"*[data-root-id] > * {\n",
" box-sizing: border-box;\n",
" font-family: var(--jp-ui-font-family);\n",
" font-size: var(--jp-ui-font-size1);\n",
" color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n",
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"\n",
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],
"source": [
"# Khai báo các thư viện cần thiết\n",
"from new_import_ODC import *\n",
"\n",
"# Khai báo đường dẫn đến kết quả phân loại và dữ liệu của địa phương\n",
"KD_path = \"ThuanHoa/KhoanhDat/ThuanHoa_TKDD2022.shp\"\n",
"KetQuaPhanLoaiDat = \"KetQuaPhanLoaiDatODC.tif\""
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9416dfdf-fac0-489b-a8ca-3d88b9c53247",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# khai báo các loại đất từ dữ liệu kiểm kê ứng với các hiện trạng được phân loại từ viễn thám\n",
"CODE_MAP = {\n",
" \"BHK\": 2,\n",
" \"CLN\": 3,\n",
" \"DGD\": 6,\n",
" \"DGT\": 6,\n",
" \"DNL\": 6,\n",
" \"DRA\": 6,\n",
" \"DSH\": 6,\n",
" \"DTL\": 5,\n",
" \"DTS\": 6,\n",
" \"DYT\": 6,\n",
" \"LUC\": 1,\n",
" \"NKH\": 3,\n",
" \"NTD\": 6,\n",
" \"NTS\": 4,\n",
" \"ONT\": 6,\n",
" \"SKC\": 6,\n",
" \"SKX\": 6,\n",
" \"SON\": 5,\n",
" \"TMD\": 6,\n",
" \"TON\": 6,\n",
" \"TSC\": 6,\n",
"}\n",
"\n",
"# Khai báo các nhãn phân loại đất ứng với 3 loại đất chính\n",
"HT_MAP = {\n",
" \"NN\": {\"name\": \"Đất Nông Nghiệp\", \"data\": [1, 2, 3, 4]},\n",
" \"PNN\": {\"name\": \"Đất Phi Nông Nghiệp\", \"data\": [6]},\n",
" \"TQ\": {\"name\": \"Đất Thổ Quả\", \"data\": [15]},\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5d0d03c0-a2a8-4572-a0de-e08f5cad9842",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"process NN\n",
"process PNN\n",
"process TQ\n"
]
}
],
"source": [
"# Tiến hành chồng lắp\n",
"result = compare(KD_path, KetQuaPhanLoaiDat, CODE_MAP, HT_MAP)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "cb6f13ef-f6b5-401c-8f79-27ac84522fc0",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"# cấu hình màu cho các loại sử dụng đất\n",
"colors = [\n",
" \"#abcee9\",\n",
" \"#ffffc0\",\n",
" \"#c4ff9e\",\n",
" \"#ffd6a8\",\n",
" \"#93ddda\",\n",
" \"#1aeef7\",\n",
" \"#ffa7f2\",\n",
" \"#33ee33\",\n",
"]\n",
"labels = [\"Lúa tôm\", \"Lúa\", \"CHN\", \"CLN\", \"TS\", \"Sông\", \"Đất xây dựng\", \"Rừng\"]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f5229c56-8081-4232-b1e4-bbd129bc29c4",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"save ThuanHoa/KetQua/NN.tif\n",
"save ThuanHoa/KetQua/PNN.tif\n",
"save ThuanHoa/KetQua/TQ.tif\n"
]
}
],
"source": [
"# Lưu kết quả\n",
"save_result(result, HT_MAP)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "3460451b-4d64-47c6-9f1d-621237b6f89b",
"metadata": {
"tags": []
},
"outputs": [
{
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},
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0)\",\"low\":0,\"high\":8}}}},\"selection_glyph\":{\"type\":\"object\",\"name\":\"Image\",\"id\":\"p1067\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"dw\":{\"type\":\"field\",\"field\":\"dw\"},\"dh\":{\"type\":\"field\",\"field\":\"dh\"},\"global_alpha\":{\"type\":\"value\",\"value\":1.0},\"image\":{\"type\":\"field\",\"field\":\"image\"},\"color_mapper\":{\"id\":\"p1048\"}}},\"nonselection_glyph\":{\"type\":\"object\",\"name\":\"Image\",\"id\":\"p1057\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"dw\":{\"type\":\"field\",\"field\":\"dw\"},\"dh\":{\"type\":\"field\",\"field\":\"dh\"},\"global_alpha\":{\"type\":\"value\",\"value\":0.1},\"image\":{\"type\":\"field\",\"field\":\"image\"},\"color_mapper\":{\"id\":\"p1048\"}}},\"muted_glyph\":{\"type\":\"object\",\"name\":\"Image\",\"id\":\"p1059\",\"attributes\":{\"tags\":[\"apply_ranges\"],\"x\":{\"type\":\"field\",\"field\":\"x\"},\"y\":{\"type\":\"field\",\"field\":\"y\"},\"dw\":{\"type\":\"field\",\"field\":\"dw\"},\"dh\":{\"type\":\"field\",\"field\":\"dh\"},\"global_alpha\":{\"type\":\"value\",\"value\":0.2},\"image\":{\"type\":\"field\",\"field\":\"image\"},\"color_mapper\":{\"id\":\"p1048\"}}}}}],\"toolbar\":{\"type\":\"object\",\"name\":\"Toolbar\",\"id\":\"p1026\",\"attributes\":{\"tools\":[{\"type\":\"object\",\"name\":\"WheelZoomTool\",\"id\":\"p1015\",\"attributes\":{\"tags\":[\"hv_created\"],\"renderers\":\"auto\",\"zoom_on_axis\":false,\"zoom_together\":\"none\"}},{\"type\":\"object\",\"name\":\"HoverTool\",\"id\":\"p1016\",\"attributes\":{\"tags\":[\"hv_created\"],\"renderers\":[{\"id\":\"p1061\"}],\"tooltips\":[[\"y\",\"$x\"],[\"x\",\"$y\"],[\"value\",\"@image\"]]}},{\"type\":\"object\",\"name\":\"SaveTool\",\"id\":\"p1039\"},{\"type\":\"object\",\"name\":\"PanTool\",\"id\":\"p1040\"},{\"type\":\"object\",\"name\":\"BoxZoomTool\",\"id\":\"p1041\",\"attributes\":{\"overlay\":{\"type\":\"object\",\"name\":\"BoxAnnotation\",\"id\":\"p1042\",\"attributes\":{\"syncable\":false,\"level\":\"overlay\",\"visible\":false,\"left\":{\"type\":\"number\",\"value\":\"nan\"},\"right\":{\"type\":\"number\",\"value\":\"nan\"},\"top\":{\"type\":\"number\",\"value\":\"nan\"},\"bottom\":{\"type\":\"number\",\"value\":\"nan\"},\"left_units\":\"canvas\",\"right_units\":\"canvas\",\"top_units\":\"canvas\",\"bottom_units\":\"canvas\",\"line_color\":\"black\",\"line_alpha\":1.0,\"line_width\":2,\"line_dash\":[4,4],\"fill_color\":\"lightgrey\",\"fill_alpha\":0.5}},\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"ResetTool\",\"id\":\"p1047\"}],\"active_drag\":{\"id\":\"p1040\"},\"active_scroll\":{\"id\":\"p1015\"}}},\"left\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1034\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1035\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1036\"},\"axis_label\":\"x\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1037\"}}}],\"right\":[{\"type\":\"object\",\"name\":\"ColorBar\",\"id\":\"p1065\",\"attributes\":{\"location\":[0,0],\"ticker\":{\"type\":\"object\",\"name\":\"FixedTicker\",\"id\":\"p1004\",\"attributes\":{\"ticks\":[0,1,2,3,4,5,6,7],\"minor_ticks\":[]}},\"major_label_overrides\":{\"type\":\"map\",\"entries\":[[0,\"L\\u00faa t\\u00f4m\"],[1,\"L\\u00faa\"],[2,\"CHN\"],[3,\"CLN\"],[4,\"TS\"],[5,\"S\\u00f4ng\"],[6,\"\\u0110\\u1ea5t x\\u00e2y d\\u1ef1ng\"],[7,\"R\\u1eebng\"]]},\"major_label_policy\":{\"type\":\"object\",\"name\":\"NoOverlap\",\"id\":\"p1066\"},\"label_standoff\":8,\"major_tick_line_color\":\"black\",\"bar_line_color\":\"black\",\"color_mapper\":{\"id\":\"p1048\"}}}],\"below\":[{\"type\":\"object\",\"name\":\"LinearAxis\",\"id\":\"p1029\",\"attributes\":{\"ticker\":{\"type\":\"object\",\"name\":\"BasicTicker\",\"id\":\"p1030\",\"attributes\":{\"mantissas\":[1,2,5]}},\"formatter\":{\"type\":\"object\",\"name\":\"BasicTickFormatter\",\"id\":\"p1031\"},\"axis_label\":\"y\",\"major_label_policy\":{\"type\":\"object\",\"name\":\"AllLabels\",\"id\":\"p1032\"}}}],\"center\":[{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1033\",\"attributes\":{\"axis\":{\"id\":\"p1029\"},\"grid_line_color\":null}},{\"type\":\"object\",\"name\":\"Grid\",\"id\":\"p1038\",\"attributes\":{\"dimension\":1,\"axis\":{\"id\":\"p1034\"},\"grid_line_color\":null}}],\"frame_width\":700,\"frame_height\":400,\"min_border_top\":10,\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"output_backend\":\"webgl\",\"match_aspect\":true}},{\"type\":\"object\",\"name\":\"Spacer\",\"id\":\"p1070\",\"attributes\":{\"name\":\"HSpacer00909\",\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n background-color: #c3c3c3;\\n mask-size: auto calc(min(50%, 400px));\\n -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1008\"},{\"id\":\"p1006\"},{\"id\":\"p1007\"}],\"margin\":0,\"sizing_mode\":\"stretch_width\",\"align\":\"start\"}},{\"type\":\"object\",\"name\":\"panel.models.layout.Column\",\"id\":\"p1071\",\"attributes\":{\"name\":\"WidgetBox00903\",\"css_classes\":[\"panel-widget-box\"],\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n background-color: #c3c3c3;\\n mask-size: auto calc(min(50%, 400px));\\n -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1008\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1076\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/css/widgetbox.css\"}},{\"id\":\"p1077\"},{\"id\":\"p1006\"},{\"id\":\"p1007\"}],\"margin\":0,\"align\":[\"end\",\"center\"],\"children\":[{\"type\":\"object\",\"name\":\"panel.models.widgets.CustomSelect\",\"id\":\"p1074\",\"attributes\":{\"stylesheets\":[\"\\n:host(.pn-loading):before, .pn-loading:before {\\n background-color: #c3c3c3;\\n mask-size: auto calc(min(50%, 400px));\\n -webkit-mask-size: auto calc(min(50%, 400px));\\n}\",{\"id\":\"p1008\"},{\"type\":\"object\",\"name\":\"ImportedStyleSheet\",\"id\":\"p1073\",\"attributes\":{\"url\":\"https://cdn.holoviz.org/panel/1.4.4/dist/css/select.css\"}},{\"id\":\"p1006\"},{\"id\":\"p1007\"}],\"width\":300,\"min_width\":300,\"margin\":[5,10],\"align\":\"start\",\"title\":\"name\",\"options\":[\"\\u0110\\u1ea5t N\\u00f4ng Nghi\\u1ec7p\",\"\\u0110\\u1ea5t Phi N\\u00f4ng Nghi\\u1ec7p\",\"\\u0110\\u1ea5t Th\\u1ed5 Qu\\u1ea3\"],\"value\":\"\\u0110\\u1ea5t N\\u00f4ng Nghi\\u1ec7p\"}}]}}]}},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1080\",\"attributes\":{\"plot_id\":\"p1005\",\"comm_id\":\"e6356bf0d1a54661a5fcc4aeed7ea3dd\",\"client_comm_id\":\"21d0f4dfa70a4347897384a8c477d5ef\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
" var render_items = [{\"docid\":\"12b5c9f6-9b3d-418d-bef2-2a47ef2052c3\",\"roots\":{\"p1005\":\"f43c3575-1d37-4293-8f99-482ac45f1491\"},\"root_ids\":[\"p1005\"]}];\n",
" var docs = Object.values(docs_json)\n",
" if (!docs) {\n",
" return\n",
" }\n",
" const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
" async function embed_document(root) {\n",
" var Bokeh = get_bokeh(root)\n",
" await Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
" for (const render_item of render_items) {\n",
" for (const root_id of render_item.root_ids) {\n",
"\tconst id_el = document.getElementById(root_id)\n",
"\tif (id_el.children.length && id_el.children[0].hasAttribute('data-root-id')) {\n",
"\t const root_el = id_el.children[0]\n",
"\t root_el.id = root_el.id + '-rendered'\n",
"\t for (const child of root_el.children) {\n",
" // Ensure JupyterLab does not capture keyboard shortcuts\n",
" // see: https://jupyterlab.readthedocs.io/en/4.1.x/extension/notebook.html#keyboard-interaction-model\n",
"\t child.setAttribute('data-lm-suppress-shortcuts', 'true')\n",
"\t }\n",
"\t}\n",
" }\n",
" }\n",
" }\n",
" function get_bokeh(root) {\n",
" if (root.Bokeh === undefined) {\n",
" return null\n",
" } else if (root.Bokeh.version !== py_version) {\n",
" if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n",
"\treturn null\n",
" }\n",
" return root.Bokeh.versions.get(py_version);\n",
" } else if (root.Bokeh.version === py_version) {\n",
" return root.Bokeh\n",
" }\n",
" return null\n",
" }\n",
" function is_loaded(root) {\n",
" var Bokeh = get_bokeh(root)\n",
" return (Bokeh != null && Bokeh.Panel !== undefined)\n",
" }\n",
" if (is_loaded(root)) {\n",
" embed_document(root);\n",
" } else {\n",
" var attempts = 0;\n",
" var timer = setInterval(function(root) {\n",
" if (is_loaded(root)) {\n",
" clearInterval(timer);\n",
" embed_document(root);\n",
" } else if (document.readyState == \"complete\") {\n",
" attempts++;\n",
" if (attempts > 200) {\n",
" clearInterval(timer);\n",
"\t var Bokeh = get_bokeh(root)\n",
"\t if (Bokeh == null || Bokeh.Panel == null) {\n",
" console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n",
"\t } else {\n",
"\t console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n",
"\t embed_document(root)\n",
"\t }\n",
" }\n",
" }\n",
" }, 25, root)\n",
" }\n",
"})(window);</script>"
],
"text/plain": [
":DynamicMap [name]\n",
" :Image [y,x] (value)"
]
},
"execution_count": 6,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "p1005"
}
},
"output_type": "execute_result"
}
],
"source": [
"# hiển thị kết quả\n",
"xx = []\n",
"\n",
"for k, v in result.items():\n",
" rs = merge_arrays(v, nodata=np.nan)\n",
" xx.append(rs.squeeze(drop=True))\n",
"xx = xr.concat(xx, pd.Index([HT_MAP[x][\"name\"] for x in HT_MAP], name=\"name\"))\n",
"\n",
"colorval = list(range(len(colors)))\n",
"options = {\n",
" \"cmap\": colors,\n",
" \"clim\": (0, 8),\n",
" \"aspect\": \"equal\",\n",
" \"height\": 400,\n",
" \"colorbar_opts\": {\n",
" \"major_label_overrides\": dict(zip(colorval, labels)),\n",
" \"major_label_text_align\": \"left\",\n",
" \"ticker\": FixedTicker(ticks=colorval),\n",
" },\n",
"}\n",
"\n",
"xx.hvplot(\n",
" groupby=\"name\",\n",
" rasterize=True, # Use Datashader, particularly useful for dask arrays\n",
" aggregator=reductions.mode(), # Datashader selects mode value, requires 'hv.Image'\n",
").options(opts.Image(**options))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1037ff39-3e61-4d8c-896b-9e0825b3ba29",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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