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rsignell/time_series_picker.ipynb

Created June 7, 2024 17:18
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time_series_picker.ipynb
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time_series_picker.ipynb
{
"cells": [
{
"cell_type": "markdown",
"id": "857f4645-9d24-4b9d-b045-8bd377f5bc34",
"metadata": {},
"source": [
"# Time Series Picker\n",
"Click on a map of geo data, get a time series plot at the nearest location"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "b5ff0ab2-33af-4f2a-af6b-f457fb89f6b6",
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"outputs": [
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" });\n",
" } finally {\n",
" delete root._bokeh_onload_callbacks;\n",
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" console.debug(\"Bokeh: all callbacks have finished\");\n",
" }\n",
"\n",
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" console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
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" return null;\n",
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"\n",
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" console.error(\"failed to load \" + url);\n",
" }\n",
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" var skip = [];\n",
" if (window.requirejs) {\n",
" window.requirejs.config({'packages': {}, 'paths': {}, 'shim': {}});\n",
" root._bokeh_is_loading = css_urls.length + 0;\n",
" } else {\n",
" root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n",
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" var existing_stylesheets = []\n",
" var links = document.getElementsByTagName('link')\n",
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" if (link.href != null) {\n",
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" const element = document.createElement(\"link\");\n",
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" element.onerror = on_error;\n",
" element.rel = \"stylesheet\";\n",
" element.type = \"text/css\";\n",
" element.href = url;\n",
" console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
" document.body.appendChild(element);\n",
" } var existing_scripts = []\n",
" var scripts = document.getElementsByTagName('script')\n",
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" element.type = \"module\";\n",
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" var render_items = [{\"docid\":\"26d4ad37-8dc6-49b5-9535-490444cb10e7\",\"roots\":{\"413b66f9-6c6b-48cc-b296-d02a77403d5b\":\"e2edb905-7823-44c5-b238-046645d0513e\"},\"root_ids\":[\"413b66f9-6c6b-48cc-b296-d02a77403d5b\"]}];\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",
" function embed_document(root) {\n",
" var Bokeh = get_bokeh(root)\n",
" 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].className === 'bk-root')) {\n",
"\t const root_el = id_el.children[0]\n",
"\t root_el.id = root_el.id + '-rendered'\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",
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" 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",
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"})(window);</script>"
],
"text/plain": [
"Column\n",
" [0] Row\n",
" [0] WidgetBox(align=('end', 'start'))\n",
" [0] Select(name='Time', options={'2013-01-01 00:00:00': nu...}, value=numpy.datetime64('2013-01-...)\n",
" [1] Row\n",
" [0] HoloViews(DynamicMap, sizing_mode='fixed', widgets={'time': <class '...})\n",
" [1] ParamFunction(function, _pane=HoloViews, defer_load=False)"
]
},
"execution_count": 1,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "413b66f9-6c6b-48cc-b296-d02a77403d5b"
}
},
"output_type": "execute_result"
}
],
"source": [
"import panel as pn\n",
"import xarray as xr\n",
"import holoviews as hv\n",
"import hvplot.xarray\n",
"\n",
"pn.extension()\n",
"ds = xr.tutorial.open_dataset('air_temperature')\n",
"ds = ds.assign_coords(lon=(((ds.lon + 180) % 360) - 180), lat=ds.lat*1.0)\n",
"image, select = ds.hvplot('lon', 'lat', geo=True, cmap='viridis', widgets={'time':pn.widgets.Select})\n",
"stream = hv.streams.Tap(source=image.object, x=-88, y=40)\n",
"\n",
"def timeseries(x, y):\n",
" return ds.sel(lon=x, lat=y, method='nearest').hvplot('time', grid=True)\n",
"\n",
"timeseries_plot = pn.bind(timeseries, x=stream.param.x, y=stream.param.y)\n",
"pn.Column(pn.Row(select), pn.Row(image, timeseries_plot))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "26923e17-4215-428e-bbb0-b5a592e12884",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import hvplot.pandas\n",
"\n",
"df = pd.DataFrame({'lon':[-88.0], 'lat':[40], 'station':[0]})\n",
"\n",
"station_plot = df.hvplot.points(x='lon', y='lat', geo=True, by='station', size=15, frame_height=200)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "5b3fecae-72bf-4bd2-9299-01e0f32c002a",
"metadata": {},
"outputs": [
{
"data": {},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.holoviews_exec.v0+json": "",
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"<div id='7ae7f67d-c617-4678-bb1e-01ec43f9bc33'>\n",
" <div id=\"ea1b1a36-64a9-48e4-861b-0f7d6748796e\" data-root-id=\"7ae7f67d-c617-4678-bb1e-01ec43f9bc33\" style=\"display: contents;\"></div>\n",
"</div>\n",
"<script type=\"application/javascript\">(function(root) {\n",
" var docs_json = {\"3a190288-2d80-4c7d-b677-a9d9326f5b3f\":{\"version\":\"3.4.1\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"Row\",\"id\":\"7ae7f67d-c617-4678-bb1e-01ec43f9bc33\",\"attributes\":{\"name\":\"Row03371\",\"tags\":[\"embedded\"],\"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%, 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],
"text/plain": [
":NdOverlay [station]\n",
" :Points [lon,lat]"
]
},
"execution_count": 16,
"metadata": {
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}
},
"output_type": "execute_result"
}
],
"source": [
"station_plot"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "7f342835-bc75-4ee6-b9a2-73a401b31c00",
"metadata": {},
"outputs": [
{
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"metadata": {},
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'Time: <b>2014-11-26 06:00:00</b>', 'Time: <b>2014-11-26 12:00:00</b>', 'Time: <b>2014-11-26 18:00:00</b>', 'Time: <b>2014-11-27 00:00:00</b>', 'Time: <b>2014-11-27 06:00:00</b>', 'Time: <b>2014-11-27 12:00:00</b>', 'Time: <b>2014-11-27 18:00:00</b>', 'Time: <b>2014-11-28 00:00:00</b>', 'Time: <b>2014-11-28 06:00:00</b>', 'Time: <b>2014-11-28 12:00:00</b>', 'Time: <b>2014-11-28 18:00:00</b>', 'Time: <b>2014-11-29 00:00:00</b>', 'Time: <b>2014-11-29 06:00:00</b>', 'Time: <b>2014-11-29 12:00:00</b>', 'Time: <b>2014-11-29 18:00:00</b>', 'Time: <b>2014-11-30 00:00:00</b>', 'Time: <b>2014-11-30 06:00:00</b>', 'Time: <b>2014-11-30 12:00:00</b>', 'Time: <b>2014-11-30 18:00:00</b>', 'Time: <b>2014-12-01 00:00:00</b>', 'Time: <b>2014-12-01 06:00:00</b>', 'Time: <b>2014-12-01 12:00:00</b>', 'Time: <b>2014-12-01 18:00:00</b>', 'Time: <b>2014-12-02 00:00:00</b>', 'Time: <b>2014-12-02 06:00:00</b>', 'Time: <b>2014-12-02 12:00:00</b>', 'Time: <b>2014-12-02 18:00:00</b>', 'Time: <b>2014-12-03 00:00:00</b>', 'Time: <b>2014-12-03 06:00:00</b>', 'Time: <b>2014-12-03 12:00:00</b>', 'Time: <b>2014-12-03 18:00:00</b>', 'Time: <b>2014-12-04 00:00:00</b>', 'Time: <b>2014-12-04 06:00:00</b>', 'Time: <b>2014-12-04 12:00:00</b>', 'Time: <b>2014-12-04 18:00:00</b>', 'Time: <b>2014-12-05 00:00:00</b>', 'Time: <b>2014-12-05 06:00:00</b>', 'Time: <b>2014-12-05 12:00:00</b>', 'Time: <b>2014-12-05 18:00:00</b>', 'Time: <b>2014-12-06 00:00:00</b>', 'Time: <b>2014-12-06 06:00:00</b>', 'Time: <b>2014-12-06 12:00:00</b>', 'Time: <b>2014-12-06 18:00:00</b>', 'Time: <b>2014-12-07 00:00:00</b>', 'Time: <b>2014-12-07 06:00:00</b>', 'Time: <b>2014-12-07 12:00:00</b>', 'Time: <b>2014-12-07 18:00:00</b>', 'Time: <b>2014-12-08 00:00:00</b>', 'Time: <b>2014-12-08 06:00:00</b>', 'Time: <b>2014-12-08 12:00:00</b>', 'Time: <b>2014-12-08 18:00:00</b>', 'Time: <b>2014-12-09 00:00:00</b>', 'Time: <b>2014-12-09 06:00:00</b>', 'Time: <b>2014-12-09 12:00:00</b>', 'Time: <b>2014-12-09 18:00:00</b>', 'Time: 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'Time: <b>2014-12-17 00:00:00</b>', 'Time: <b>2014-12-17 06:00:00</b>', 'Time: <b>2014-12-17 12:00:00</b>', 'Time: <b>2014-12-17 18:00:00</b>', 'Time: <b>2014-12-18 00:00:00</b>', 'Time: <b>2014-12-18 06:00:00</b>', 'Time: <b>2014-12-18 12:00:00</b>', 'Time: <b>2014-12-18 18:00:00</b>', 'Time: <b>2014-12-19 00:00:00</b>', 'Time: <b>2014-12-19 06:00:00</b>', 'Time: <b>2014-12-19 12:00:00</b>', 'Time: <b>2014-12-19 18:00:00</b>', 'Time: <b>2014-12-20 00:00:00</b>', 'Time: <b>2014-12-20 06:00:00</b>', 'Time: <b>2014-12-20 12:00:00</b>', 'Time: <b>2014-12-20 18:00:00</b>', 'Time: <b>2014-12-21 00:00:00</b>', 'Time: <b>2014-12-21 06:00:00</b>', 'Time: <b>2014-12-21 12:00:00</b>', 'Time: <b>2014-12-21 18:00:00</b>', 'Time: <b>2014-12-22 00:00:00</b>', 'Time: <b>2014-12-22 06:00:00</b>', 'Time: <b>2014-12-22 12:00:00</b>', 'Time: <b>2014-12-22 18:00:00</b>', 'Time: <b>2014-12-23 00:00:00</b>', 'Time: <b>2014-12-23 06:00:00</b>', 'Time: <b>2014-12-23 12:00:00</b>', 'Time: <b>2014-12-23 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" var docs = Object.values(docs_json)\n",
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" const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n",
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"\t const root_el = id_el.children[0]\n",
"\t root_el.id = root_el.id + '-rendered'\n",
"\t}\n",
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],
"text/plain": [
":DynamicMap [time]\n",
" :Overlay\n",
" .Image.I :Image [lon,lat] (air)\n",
" .NdOverlay.I :NdOverlay [station]\n",
" :Points [lon,lat]"
]
},
"execution_count": 17,
"metadata": {
"application/vnd.holoviews_exec.v0+json": {
"id": "fe73aa89-0662-410c-9799-bd9f45848f89"
}
},
"output_type": "execute_result"
}
],
"source": [
"image.object * station_plot"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "519548b6-5079-4584-9a45-6c7d3bbe1aa5",
"metadata": {},
"outputs": [],
"source": [
"image"
]
},
{
"cell_type": "markdown",
"id": "5b3bbb1a-5014-4766-9eb8-148db9eb3806",
"metadata": {},
"source": [
"## Picker with time series comparison (multiple time series)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "883d73a7-20b1-4529-87ff-22af36a6d056",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import hvplot.pandas"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1dda595b-43fa-4b1f-880a-336db8c3868e",
"metadata": {},
"outputs": [],
"source": [
"sta = 0\n",
"ts = {}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0ab4fcc2-8d7b-4e2a-9090-241b2e026237",
"metadata": {},
"outputs": [],
"source": [
"def timeseries(x, y):\n",
" global sta, ts\n",
" sta += 1\n",
" sta_str = f'sta {sta:02d}'\n",
" ts[sta_str] = ds.sel(lon=x, lat=y, method='nearest')['air']\n",
" df = pd.DataFrame(index=ds.time ,data=ts)\n",
" return df.hvplot(grid=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3bb4a6f1-bec7-4a5c-9fa3-9d2edda5f82d",
"metadata": {},
"outputs": [],
"source": [
"multi_timeseries = pn.bind(timeseries, x=stream.param.x, y=stream.param.y, watch=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "10972672-fc3b-4cbb-a2fa-74788684ee5a",
"metadata": {},
"outputs": [],
"source": [
"clear_button = pn.widgets.Button(name='Clear time series data', button_type='success')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "76af79fb-9eab-4eae-bec3-714a8997b6ef",
"metadata": {},
"outputs": [],
"source": [
"def clear(event):\n",
" global sta,ts\n",
" sta = 0\n",
" ts = {}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "02e9dc77-6b64-4f2b-a7ed-fa2270bd3ac7",
"metadata": {},
"outputs": [],
"source": [
"pn.bind(clear, clear_button)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "bed6bfc5-aa01-4508-bba9-63883b208197",
"metadata": {},
"outputs": [],
"source": [
"pn.Column(pn.Row(image,multi_timeseries), pn.Row(select, clear_button))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "global-global-pangeo",
"language": "python",
"name": "conda-env-global-global-pangeo-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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