{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "1ffd9ca6-906c-4fb4-8f1a-aee78e4a8f09", "metadata": {}, "outputs": [ { "ename": "ValueError", "evalue": "Missing SRI hash for version 3.3.4", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/resources.py:161\u001b[0m, in \u001b[0;36mget_sri_hashes_for_version\u001b[0;34m(version)\u001b[0m\n\u001b[1;32m 160\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 161\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mROOT_DIR\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m_sri\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m/\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mversion\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m.json\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 162\u001b[0m _ALL_SRI_HASHES[version] \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mload(f)\n", "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/home/carlos/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/_sri/3.3.4.json'", "\nThe above exception was the direct cause of the following exception:\n", "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[1], line 6\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mcartopy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcrs\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mccrs\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mcartopy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfeature\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mcfeature\u001b[39;00m\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mpanel\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpn\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mhvplot\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mxarray\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/__init__.py:50\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124;03mPanel is a high level app and dashboarding framework\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124;03m====================================================\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 46\u001b[0m \u001b[38;5;124;03mhttps://panel.holoviz.org/getting_started/index.html\u001b[39;00m\n\u001b[1;32m 47\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 48\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mparam\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m rx\n\u001b[0;32m---> 50\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m chat \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 51\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m layout \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 52\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m links \u001b[38;5;66;03m# noqa\u001b[39;00m\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/chat/__init__.py:33\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124;03mPanel chat makes creating chat components easy\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124;03m==============================================================\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 29\u001b[0m \u001b[38;5;124;03mhttps://panel.holoviz.org/reference/chat/ChatInterface.html\u001b[39;00m\n\u001b[1;32m 30\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 31\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mimportlib\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01m_importlib\u001b[39;00m\n\u001b[0;32m---> 33\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfeed\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ChatFeed \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01micon\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ChatReactionIcons \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01minterface\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ChatInterface \u001b[38;5;66;03m# noqa\u001b[39;00m\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/chat/feed.py:25\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mparam\u001b[39;00m\n\u001b[1;32m 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m_param\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Margin\n\u001b[0;32m---> 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mresources\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m CDN_DIST\n\u001b[1;32m 26\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlayout\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Column, ListPanel\n\u001b[1;32m 27\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlayout\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcard\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Card\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/io/__init__.py:7\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124;03mThe io module contains utilities for loading JS components, embedding\u001b[39;00m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124;03mmodel state, and rendering panel objects.\u001b[39;00m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01msys\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcache\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m cache \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcallbacks\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PeriodicCallback \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ( \u001b[38;5;66;03m# noqa\u001b[39;00m\n\u001b[1;32m 10\u001b[0m hold, immediate_dispatch, init_doc, unlocked, with_lock,\n\u001b[1;32m 11\u001b[0m )\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/io/cache.py:25\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mparam\u001b[39;00m\n\u001b[1;32m 23\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mparam\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mparameterized\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m iscoroutinefunction\n\u001b[0;32m---> 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mstate\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m state\n\u001b[1;32m 27\u001b[0m \u001b[38;5;66;03m#---------------------------------------------------------------------\u001b[39;00m\n\u001b[1;32m 28\u001b[0m \u001b[38;5;66;03m# Private API\u001b[39;00m\n\u001b[1;32m 29\u001b[0m \u001b[38;5;66;03m#---------------------------------------------------------------------\u001b[39;00m\n\u001b[1;32m 31\u001b[0m _CYCLE_PLACEHOLDER \u001b[38;5;241m=\u001b[39m \u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mpanel-93KZ39Q-floatingdangeroushomechose-CYCLE\u001b[39m\u001b[38;5;124m\"\u001b[39m\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/panel/io/state.py:32\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mbokeh\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Document\n\u001b[1;32m 31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mbokeh\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlocking\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m UnlockedDocumentProxy\n\u001b[0;32m---> 32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mbokeh\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m curdoc \u001b[38;5;28;01mas\u001b[39;00m _curdoc\n\u001b[1;32m 33\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpyviz_comms\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m CommManager \u001b[38;5;28;01mas\u001b[39;00m _CommManager\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutil\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m decode_token, parse_timedelta\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/io/__init__.py:24\u001b[0m\n\u001b[1;32m 17\u001b[0m log \u001b[38;5;241m=\u001b[39m logging\u001b[38;5;241m.\u001b[39mgetLogger(\u001b[38;5;18m__name__\u001b[39m)\n\u001b[1;32m 19\u001b[0m \u001b[38;5;66;03m#-----------------------------------------------------------------------------\u001b[39;00m\n\u001b[1;32m 20\u001b[0m \u001b[38;5;66;03m# Imports\u001b[39;00m\n\u001b[1;32m 21\u001b[0m \u001b[38;5;66;03m#-----------------------------------------------------------------------------\u001b[39;00m\n\u001b[1;32m 22\u001b[0m \n\u001b[1;32m 23\u001b[0m \u001b[38;5;66;03m# Bokeh imports\u001b[39;00m\n\u001b[0;32m---> 24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdoc\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m curdoc\n\u001b[1;32m 25\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexport\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m export_png, export_svg, export_svgs\n\u001b[1;32m 26\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnotebook\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m install_jupyter_hooks, install_notebook_hook, push_notebook\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/io/doc.py:30\u001b[0m\n\u001b[1;32m 28\u001b[0m \u001b[38;5;66;03m# Bokeh imports\u001b[39;00m\n\u001b[1;32m 29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Document\n\u001b[0;32m---> 30\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mstate\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m curstate\n\u001b[1;32m 32\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m TYPE_CHECKING:\n\u001b[1;32m 33\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mlocking\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m UnlockedDocumentProxy\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/io/state.py:54\u001b[0m\n\u001b[1;32m 52\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtypes\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m PathLike\n\u001b[1;32m 53\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdocument\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Document\n\u001b[0;32m---> 54\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m 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ResourcesLike: TypeAlias \u001b[38;5;241m=\u001b[39m Union[Resources, ResourcesMode]\n\u001b[0;32m--> 659\u001b[0m CDN \u001b[38;5;241m=\u001b[39m \u001b[43mResources\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcdn\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 661\u001b[0m INLINE \u001b[38;5;241m=\u001b[39m Resources(mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minline\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 663\u001b[0m __all__ \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m 664\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCDN\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 665\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mINLINE\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 669\u001b[0m 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mk_url(component, kind): sri_hashes[mk_filename(component, kind)] \u001b[38;5;28;01mfor\u001b[39;00m component \u001b[38;5;129;01min\u001b[39;00m components\n\u001b[1;32m 618\u001b[0m }\n\u001b[1;32m 620\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", "File \u001b[0;32m~/miniconda3/envs/GSIBerror/lib/python3.9/site-packages/bokeh/resources.py:164\u001b[0m, in \u001b[0;36mget_sri_hashes_for_version\u001b[0;34m(version)\u001b[0m\n\u001b[1;32m 162\u001b[0m _ALL_SRI_HASHES[version] \u001b[38;5;241m=\u001b[39m json\u001b[38;5;241m.\u001b[39mload(f)\n\u001b[1;32m 163\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m--> 164\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing SRI hash for version \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mversion\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01me\u001b[39;00m\n\u001b[1;32m 165\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _ALL_SRI_HASHES[version]\n", "\u001b[0;31mValueError\u001b[0m: Missing SRI hash for version 3.3.4" ] } ], "source": [ "import gsiberror as gb\n", "import os\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import panel as pn\n", "import hvplot.xarray\n", "import numpy as np\n", "import intake\n", "\n", "pn.extension()" ] }, { "cell_type": "code", "execution_count": null, "id": "bcf94be0-8fea-4d0f-b3b2-2398998b8f25", "metadata": {}, "outputs": [], "source": [ "path = '/extra3/GitHub/GSIMonitor/new'\n", "bcptec = 'berror_stats'\n", "fcptec = os.path.join(path, bcptec)\n", "\n", "cptec_b = gb.Berror(fcptec)\n", "cptec_b.read_records()" ] }, { "cell_type": "code", "execution_count": null, "id": "e36219bf-e0d7-43d7-bc3a-07a803850608", "metadata": {}, "outputs": [], "source": [ "catalog_berror = intake.open_catalog('http://ftp1.cptec.inpe.br/pesquisa/das/carlos.bastarz/GSIMonitor/berror/catalog_berror.yml')" ] }, { "cell_type": "code", "execution_count": null, "id": "1489803f-466c-4f59-9a80-f4a42182926a", "metadata": {}, "outputs": [], "source": [ "catalog_berror['amplitudes_sf']" ] }, { "cell_type": "code", "execution_count": null, "id": "d11cb528-4dd4-444d-9e9f-025d6e95750f", "metadata": {}, "outputs": [], "source": [ "level_lst = np.arange(0,64, 1).tolist()\n", "level = pn.widgets.IntSlider(name='Level', value=0, start=level_lst[0], step=1, end=level_lst[-1])\n", "\n", "balproj_lst = ['agvin', 'bgvin', 'wgvin']\n", "balproj = pn.widgets.Select(name='Balance Projection Matrix', value=balproj_lst[0], options=balproj_lst)\n", "\n", "stdevvars_lst = ['sf', 'vp', 't', 'q', 'qin', 'oz', 'ps', 'cw', 'sst']\n", "stdevvars = pn.widgets.Select(name='Standard Deviation', value=stdevvars_lst[0], options=stdevvars_lst)\n", "\n", "show_profile = pn.widgets.Checkbox(name='Profile', value=False)\n", "\n", "hscalevars_lst = ['sf', 'vp', 't', 'q', 'oz', 'cw', 'ps', 'sst']\n", "hscalevars = pn.widgets.Select(name='Horizontal Length Scale', value=hscalevars_lst[0], options=hscalevars_lst)\n", "\n", "vscalevars_lst = ['sf', 'vp', 't', 'q', 'oz', 'cw']\n", "vscalevars = pn.widgets.Select(name='Vertical Length Scale', value=vscalevars_lst[0], options=vscalevars_lst)\n", "\n", "vertical_log = pn.widgets.Checkbox(name='Vertical Log', value=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "13ec21b2-0c75-4229-868f-a1865ca3ecb5", "metadata": {}, "outputs": [], "source": [ "@pn.depends(balproj, level, vertical_log)\n", "def plotBalProjs(balproj, level, vertical_log):\n", " dset = cptec_b.balprojs[balproj]\n", " if balproj == 'wgvin':\n", " ax = dset.isel(level=0, latitude=slice(0,-2)).hvplot.line(x='latitude', \n", " title='Projection of the Stream Function over the balanced part of Surface Pressure') \n", " elif balproj == 'bgvin':\n", " if vertical_log:\n", " ax = dset.hvplot.quadmesh(y='level', \n", " x='latitude',\n", " logy=True,\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Projection of the Stream Function over the balanced part of Velocity Potential')\n", " else:\n", " ax = dset.hvplot.quadmesh(y='level', \n", " x='latitude',\n", " logy=False,\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Projection of the Stream Function over the balanced part of Velocity Potential') \n", " elif balproj == 'agvin':\n", " if vertical_log:\n", " ax = dset.isel(level_2=level).hvplot.quadmesh(y='level', \n", " x='latitude',\n", " logy=True,\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Projection of Stream Function at level ' + str(level) + ' over the vertical \\nprofile of the balanced part of Virtual Temperature')\n", " else: \n", " ax = dset.isel(level_2=level).hvplot.quadmesh(y='level', \n", " x='latitude',\n", " logy=False,\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Projection of Stream Function at level ' + str(level) + ' over the vertical \\nprofile of the balanced part of Virtual Temperature') \n", " return ax" ] }, { "cell_type": "code", "execution_count": null, "id": "3cfdcb6b-f34d-49fe-a439-4fa9ba81d64c", "metadata": {}, "outputs": [], "source": [ "pn.Column(balproj, level, vertical_log, plotBalProjs).servable()" ] }, { "cell_type": "code", "execution_count": null, "id": "3c6cdc7c-9a52-4a52-847d-84c645bb8804", "metadata": {}, "outputs": [], "source": [ "@pn.depends(stdevvars, show_profile, vertical_log)\n", "def plotStDev(stdevvars, show_profile, vertical_log):\n", " if stdevvars == 'sf': \n", " vname = 'Stream Function'\n", " elif stdevvars == 'vp':\n", " vname = 'Velocity Potential'\n", " elif stdevvars == 't':\n", " vname = 'Unbalanced part of Temperature'\n", " elif stdevvars == 'q':\n", " vname = 'Relative Humidity'\n", " elif stdevvars == 'qin':\n", " vname = 'Relative Humidity'\n", " elif stdevvars == 'oz':\n", " vname = 'Ozone'\n", " elif stdevvars == 'cw':\n", " vname = 'Liquid Water Content'\n", " elif stdevvars == 'ps':\n", " vname = 'Surface Pressure'\n", " elif stdevvars == 'sst':\n", " vname = 'Sea Surface Temperature'\n", "\n", " if vertical_log:\n", " logy=True\n", " else:\n", " logy=False\n", " \n", " if stdevvars == 'qin':\n", " dset = cptec_b.amplitudes[stdevvars]*1e2\n", " if show_profile:\n", " ax = dset.isel(latitude=slice(0,25)).mean(dim='latitude').hvplot.line(#y='level',\n", " #x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " invert=True,\n", " logy=logy,\n", " title='Standard Deviation of ' + str(vname))\n", " else:\n", " ax = dset.isel(latitude=slice(0,25)).hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " logy=logy,\n", " title='Standard Deviation of ' + str(vname)) \n", " elif stdevvars == 'ps':\n", " dset = cptec_b.amplitudes[stdevvars]\n", " ax = dset.hvplot.line(x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Standard Deviation of ' + str(vname)) \n", " elif stdevvars == 'sst':\n", " dset = cptec_b.amplitudes[stdevvars]\n", " ax = dset.hvplot.quadmesh(y='latitude',\n", " x='longitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " geo=True,\n", " coastline=True, \n", " title='Standard Deviation of ' + str(vname)) \n", " else:\n", " dset = cptec_b.amplitudes[stdevvars]\n", " if show_profile:\n", " ax = dset.mean(dim='latitude').hvplot.line(#y='level',\n", " #x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " invert=True,\n", " #show_grid=True,\n", " logy=logy,\n", " title='Standard Deviation of ' + str(vname)) \n", " else:\n", " ax = dset.hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500, \n", " logy=logy,\n", " title='Standard Deviation of ' + str(vname)) \n", " return ax" ] }, { "cell_type": "code", "execution_count": null, "id": "a632e481-f09a-4985-ac37-a8b63e6c1e05", "metadata": {}, "outputs": [], "source": [ "pn.Column(stdevvars, show_profile, vertical_log, plotStDev).servable()" ] }, { "cell_type": "code", "execution_count": null, "id": "72239f67-901b-4705-bcdf-78735fb00cc7", "metadata": {}, "outputs": [], "source": [ "@pn.depends(hscalevars, vertical_log)\n", "def plotHScale(hscalevars, vertical_log):\n", " if hscalevars == 'sf': \n", " vname = 'Stream Function'\n", " elif hscalevars == 'vp':\n", " vname = 'Velocity Potential'\n", " elif hscalevars == 't':\n", " vname = 'Unbalanced part of Temperature'\n", " elif hscalevars == 'q':\n", " vname = 'Relative Humidity'\n", " elif hscalevars == 'qin':\n", " vname = 'Relative Humidity'\n", " elif hscalevars == 'oz':\n", " vname = 'Ozone'\n", " elif hscalevars == 'cw':\n", " vname = 'Liquid Water Content'\n", " elif hscalevars == 'ps':\n", " vname = 'Surface Pressure'\n", " elif hscalevars == 'sst':\n", " vname = 'Sea Surface Temperature'\n", "\n", " if vertical_log:\n", " logy=True\n", " else:\n", " logy=False\n", " \n", " if hscalevars == 'qin':\n", " dset = cptec_b.hscales[hscalevars]*1e2\n", " ax = dset.isel(latitude=slice(0,25)).hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " logy=logy,\n", " title='Horizontal Length Scale of ' + str(vname))\n", " elif hscalevars == 'ps':\n", " dset = cptec_b.hscales[hscalevars]\n", " ax = dset.hvplot.line(x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Horizontal Length Scale of ' + str(vname)) \n", " elif hscalevars == 'sst':\n", " dset = cptec_b.hscales[hscalevars]\n", " ax = dset.hvplot.quadmesh(y='latitude',\n", " x='longitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " geo=True,\n", " coastline=True, \n", " title='Horizontal Length Scale of ' + str(vname)) \n", " else:\n", " dset = cptec_b.hscales[hscalevars]\n", " ax = dset.hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500, \n", " logy=logy,\n", " title='Horizontal Length Scale of ' + str(vname)) \n", " return ax" ] }, { "cell_type": "code", "execution_count": null, "id": "99a823ab-871e-4de8-8b54-cad098a1e612", "metadata": {}, "outputs": [], "source": [ "pn.Column(hscalevars, vertical_log, plotHScale).servable()" ] }, { "cell_type": "code", "execution_count": null, "id": "e26d73a1-e375-4dd4-9fc1-09094a670653", "metadata": {}, "outputs": [], "source": [ "@pn.depends(vscalevars, vertical_log)\n", "def plotVScale(vscalevars, vertical_log):\n", " if vscalevars == 'sf': \n", " vname = 'Stream Function'\n", " elif vscalevars == 'vp':\n", " vname = 'Velocity Potential'\n", " elif vscalevars == 't':\n", " vname = 'Unbalanced part of Temperature'\n", " elif vscalevars == 'q':\n", " vname = 'Relative Humidity'\n", " elif vscalevars == 'qin':\n", " vname = 'Relative Humidity'\n", " elif vscalevars == 'oz':\n", " vname = 'Ozone'\n", " elif vscalevars == 'cw':\n", " vname = 'Liquid Water Content'\n", " elif vscalevars == 'ps':\n", " vname = 'Surface Pressure'\n", " elif vscalevars == 'sst':\n", " vname = 'Sea Surface Temperature'\n", "\n", " if vertical_log:\n", " logy=True\n", " else:\n", " logy=False\n", " \n", " if vscalevars == 'qin':\n", " dset = cptec_b.vscales[vscalevars]*1e2\n", " ax = dset.isel(latitude=slice(0,25)).hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " logy=logy,\n", " title='Vertical Length Scale of ' + str(vname))\n", " elif vscalevars == 'ps':\n", " dset = cptec_b.vscales[vscalevars]\n", " ax = dset.hvplot.line(x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " title='Vertical Length Scale of ' + str(vname)) \n", " elif vscalevars == 'sst':\n", " dset = cptec_b.vscales[vscalevars]\n", " ax = dset.hvplot.quadmesh(y='latitude',\n", " x='longitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500,\n", " geo=True,\n", " coastline=True, \n", " title='Vertical Length Scale of ' + str(vname)) \n", " else:\n", " dset = cptec_b.vscales[vscalevars]\n", " ax = dset.hvplot.quadmesh(y='level',\n", " x='latitude',\n", " clabel='Km',\n", " aspect=1,\n", " cmap='jet',\n", " frame_height=500, \n", " logy=logy,\n", " title='Vertical Length Scale of ' + str(vname)) \n", " return ax" ] }, { "cell_type": "code", "execution_count": null, "id": "8a390105-a1ba-4bf9-8436-1209204afc2c", "metadata": {}, "outputs": [], "source": [ "pn.Column(vscalevars, vertical_log, plotVScale).servable()" ] }, { "cell_type": "code", "execution_count": null, "id": "37f1c6b1-c73b-4dd7-8846-283d8882c983", "metadata": {}, "outputs": [], "source": [ "for var in balproj_lst:\n", " cptec_b.balprojs[var].to_zarr('smna_berror_balprojs_' + str(var) + '.zarr', mode='w', consolidated=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "7b633824-5deb-4bdf-9dc8-2be2be3ceaaf", "metadata": {}, "outputs": [], "source": [ "for var in stdevvars_lst:\n", " cptec_b.amplitudes[var].to_zarr('smna_berror_amplitudes_' + str(var) + '.zarr', mode='w', consolidated=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "cd89dc06-5f34-4948-ab45-b3a1f2afb410", "metadata": {}, "outputs": [], "source": [ "for var in hscalevars_lst:\n", " cptec_b.hscales[var].to_zarr('smna_berror_hscales_' + str(var) + '.zarr', mode='w', consolidated=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "5c4ccf85-b7ec-4623-ac3d-311f602d1ed3", "metadata": {}, "outputs": [], "source": [ "for var in vscalevars_lst:\n", " cptec_b.vscales[var].to_zarr('smna_berror_vscales_' + str(var) + '.zarr', mode='w', consolidated=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "42d2a449-1d57-4d8c-b331-b04a019784e6", "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": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 5 }