{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Develop `wave_height_period` Figure Module\n", "\n", "Development of functions for `nowcast.figures.wwatch3.wave_height_period` web site figure module." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "from types import SimpleNamespace\n", "\n", "import matplotlib.dates\n", "import matplotlib.pyplot as plt\n", "import requests\n", "import xarray\n", "from salishsea_tools.places import PLACES\n", "\n", "from nowcast.figures import shared\n", "import nowcast.figures.website_theme" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_get_wwatch3_fields()` Function" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def _get_wwatch3_fields(dataset_url):\n", " ## TODO: This is a work-around because neither netCDF4 nor xarray are able\n", " ## to load the dataset directly from the URL due to an OpenDAP issue\n", " dataset_id = dataset_url.rsplit('/', 1)[1].split('.', 1)[0]\n", " wwatch3_fields_file = Path('/tmp').joinpath(dataset_id).with_suffix('.nc')\n", " with wwatch3_fields_file.open('wb') as f:\n", " resp = requests.get(f'{dataset_url}')\n", " f.write(resp.content)\n", " try:\n", " wwatch3_fields = xarray.open_dataset(wwatch3_fields_file)\n", " except OSError:\n", " raise ValueError(f'WaveWatch3 fields dataset not found')\n", " return wwatch3_fields" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_prep_plot_data()` Function" ] }, { "cell_type": "code", "execution_count": 129, "metadata": {}, "outputs": [], "source": [ "def _prep_plot_data(buoy, wwatch3_dataset_url):\n", " wwatch3_fields = _get_wwatch3_fields(wwatch3_dataset_url)\n", " wwatch3 = xarray.Dataset({\n", " 'wave_height': wwatch3_fields.hs.sel(\n", " longitude=PLACES[buoy]['lon lat'][0]+360,\n", " latitude=PLACES[buoy]['lon lat'][1],\n", " method='nearest',\n", " ),\n", " 'peak_freq': wwatch3_fields.fp.sel(\n", " longitude=PLACES[buoy]['lon lat'][0]+360,\n", " latitude=PLACES[buoy]['lon lat'][1],\n", " method='nearest',\n", " ),\n", " })\n", " wwatch3_period = slice(\n", " str(wwatch3_fields.time.values[0]), str(wwatch3_fields.time.values[-1])\n", " )\n", " obs = get_ndbc_buoy(buoy)\n", " obs = xarray.Dataset({\n", " 'wave_height': obs.loc[wwatch3_period, 'WVHT [m]'],\n", " 'dominant_period': obs.loc[wwatch3_period, 'DPD [sec]'],\n", " })\n", " # Change dataset times to Pacific time zone\n", " shared.localize_time(wwatch3)\n", " shared.localize_time(obs)\n", " return SimpleNamespace(\n", " wwatch3=wwatch3,\n", " obs=obs,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_prep_fig_axes() Function`" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def _prep_fig_axes(figsize, theme):\n", " fig, (ax_sig_height, ax_peak_freq) = plt.subplots(\n", " 2, 1, figsize=figsize, facecolor=theme.COLOURS['figure']['facecolor']\n", " )\n", " fig.autofmt_xdate()\n", " return fig, (ax_sig_height, ax_peak_freq)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_plot_wave_height_time_series()` Function" ] }, { "cell_type": "code", "execution_count": 125, "metadata": {}, "outputs": [], "source": [ "def _plot_wave_height_time_series(ax, place, plot_data, theme):\n", " plot_data.obs.wave_height.plot(\n", " ax=ax,\n", " linewidth=2,\n", " label='ECCC Observed',\n", " color=theme.COLOURS['time series']['obs wave height'],\n", " )\n", " plot_data.wwatch3.wave_height.plot(\n", " ax=ax,\n", " linewidth=2,\n", " label='WaveWatch3',\n", " color=theme.COLOURS['time series']['wave height'],\n", " )\n", " legend = ax.legend(prop=theme.FONTS['legend label small'])\n", " legend.set_title('Legend', prop=theme.FONTS['legend title small'])\n", " _wave_height_time_series_labels(ax, place, plot_data, theme)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_wave_height_time_series_labels()` Function" ] }, { "cell_type": "code", "execution_count": 126, "metadata": {}, "outputs": [], "source": [ "def _wave_height_time_series_labels(ax, place, plot_data, theme):\n", " ax.set_title(\n", " f'Significant Wave Height at {place}',\n", " fontproperties=theme.FONTS['axes title'],\n", " color=theme.COLOURS['text']['axes title']\n", " )\n", " ax.set_ylabel(\n", " 'Significant Wave Height [m]',\n", " fontproperties=theme.FONTS['axis'],\n", " color=theme.COLOURS['text']['axis']\n", " )\n", " ax.grid(axis='both')\n", " theme.set_axis_colors(ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_plot_dominant_period_time_series()` Function" ] }, { "cell_type": "code", "execution_count": 127, "metadata": {}, "outputs": [], "source": [ "def _plot_dominant_period_time_series(ax, place, plot_data, theme):\n", " plot_data.obs.dominant_period.plot(\n", " ax=ax,\n", " linewidth=2,\n", " label='ECCC Observed',\n", " color=theme.COLOURS['time series']['obs wave period'],\n", " )\n", " (1/plot_data.wwatch3.peak_freq).plot(\n", " ax=ax,\n", " linewidth=2,\n", " label='WaveWatch3',\n", " color=theme.COLOURS['time series']['wave period'],\n", " )\n", " legend = ax.legend(prop=theme.FONTS['legend label small'])\n", " legend.set_title('Legend', prop=theme.FONTS['legend title small'])\n", " _dominant_period_time_series_labels(ax, place, plot_data, theme)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `_dominant_period_time_series_labels()` Function" ] }, { "cell_type": "code", "execution_count": 121, "metadata": {}, "outputs": [], "source": [ "def _dominant_period_time_series_labels(ax, place, plot_data, theme):\n", " ax.set_title(\n", " f'Dominant Wave Period at {place}',\n", " fontproperties=theme.FONTS['axes title'],\n", " color=theme.COLOURS['text']['axes title']\n", " )\n", " ax.set_xlabel(\n", " f'Time [{plot_data.wwatch3.attrs[\"tz_name\"]}]',\n", " fontproperties=theme.FONTS['axis'],\n", " color=theme.COLOURS['text']['axis']\n", " )\n", " ax.xaxis.set_major_formatter(matplotlib.dates.DateFormatter('%d%b %H:%M'))\n", " ax.set_ylabel(\n", " 'Dominant Wave Period [s]',\n", " fontproperties=theme.FONTS['axis'],\n", " color=theme.COLOURS['text']['axis']\n", " )\n", " ax.grid(axis='both')\n", " theme.set_axis_colors(ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## `make_figure()` Function\n", "\n", "This is is the function that will be called by the `nowcast.workers.make_plots` worker to return a `matplotlib.figure.Figure` object." ] }, { "cell_type": "code", "execution_count": 114, "metadata": {}, "outputs": [], "source": [ "def make_figure(\n", " buoy,\n", " wwatch3_dataset_url,\n", " figsize=(16, 9),\n", " theme=nowcast.figures.website_theme,\n", "):\n", " plot_data = _prep_plot_data(buoy, wwatch3_dataset_url)\n", " fig, (ax_sig_height, ax_peak_freq) = _prep_fig_axes(figsize, theme)\n", " _plot_wave_height_time_series(ax_sig_height, buoy, plot_data, theme)\n", " _plot_dominant_period_time_series(ax_peak_freq, buoy, plot_data, theme)\n", " return fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Render the Figure\n", "\n", "The `%%timeit` cell magic lets us keep an eye on how log the figure takes to process.\n", "Setting `-n1 -r1` prevents it from processing the figure more than once\n", "as it might try to do to generate better statistics." ] }, { "cell_type": "code", "execution_count": 130, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2.79 s ± 0 ns per loop (mean ± std. dev. of 1 run, 1 loop each)\n" ] }, { "data": { "image/png": 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\n", 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%timeit -n1 -r1\n", "\n", "from importlib import reload\n", "from nowcast.figures import website_theme\n", "from salishsea_tools import places\n", "reload(website_theme)\n", "reload(places)\n", "\n", "wwatch3_dataset_url = (\n", " 'https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSf2DWaveFields30mV17-02.nc?hs,fp'\n", ")\n", "\n", "fig = make_figure('Halibut Bank', wwatch3_dataset_url)\n", "fig = make_figure('Sentry Shoal', wwatch3_dataset_url)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.3" } }, "nbformat": 4, "nbformat_minor": 2 }