{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Test `wave_height_period` Figure Module\n", "\n", "Render figure object produced by the `nowcast.figures.wwatch3.wave_height_period` module.\n", "Provides data for visual testing to confirm that refactoring has not adversely changed figure for web page.\n", "\n", "Set-up and function call replicates as nearly as possible what is done in the `nowcast.workers.make_plots` worker." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notebooks like this should be developed in a\n", "[Nowcast Figures Development Environment](https://salishsea-nowcast.readthedocs.io/en/latest/figures/fig_dev_env.html)\n", "so that all of the necessary dependency packages are installed." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import io\n", "from pathlib import Path\n", "\n", "import yaml\n", "\n", "from nowcast.figures.wwatch3 import wave_height_period" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The bits of `config/nowcast.yaml` that are required:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "config = '''\n", " figures:\n", " dataset URLs:\n", " wwatch3 fields: \n", " https://salishsea.eos.ubc.ca/erddap/griddap/ubcSSf2DWaveFields30mV17-02.nc?hs,fp\n", "'''\n", "\n", "config = yaml.load(io.StringIO(config))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The bits that the `make_figures` worker must provide:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "wwatch3_dataset_url = config['figures']['dataset URLs']['wwatch3 fields']" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/media/doug/warehouse/MOAD/moad_tools/moad_tools/observations.py:83: FutureWarning: read_table is deprecated, use read_csv instead, passing sep='\\t'.\n", " date_parser=datetime_parser,\n", "/media/doug/warehouse/MOAD/moad_tools/moad_tools/observations.py:83: FutureWarning: read_table is deprecated, use read_csv instead, passing sep='\\t'.\n", " date_parser=datetime_parser,\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# %%timeit -n1 -r1\n", "\n", "from importlib import reload\n", "reload(wave_height_period)\n", "\n", "buoys = [\n", " 'Halibut Bank',\n", " 'Sentry Shoal',\n", "]\n", "for buoy in buoys:\n", " fig = wave_height_period.make_figure(buoy, 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": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 2 }