{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Noteboook to test analyze.py functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Test analyze.py module" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from __future__ import division\n", "\n", "import datetime\n", "from glob import glob\n", "import os\n", "\n", "from IPython.core.display import HTML\n", "import netCDF4 as nc\n", "\n", "from salishsea_tools.nowcast import figures\n", "from salishsea_tools.nowcast import analyze\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "bathy = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "path='/data/dlatorne/MEOPAR/SalishSea/nowcast/'" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "t_orig=datetime.datetime(2015,2,20); t_final=datetime.datetime(2015, 2, 24)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Functions" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "reload(analyze)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "files_all=analyze.get_filenames(t_orig, t_final, '1h', 'grid_T', path)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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bS2gds2du1kfAV4QAyEvxucUoBS/ei9Pk5mXGAV8Cc7v7jM6WrZ66uZVTPWXn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mTY8psBanaeX1Gz67z33I4n2fh77nwUIDBkFeR2RUZDpgHU7p4AqiV99OyH5wSmUrPXru+u6Iea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\n/mTJqZlX/Hyn7KUTKSWhHgLOA74AbENpqd8/gUvevf+oG2b88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k8qRh6nI6P5xRAY2YPb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\nFyamJEmSJEmSlIv/D0G6j07/u1CaAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = analyze.compare_ssh_tides(bathy, files_all, t_orig, t_final, 'Point Atkinson')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" } }, "nbformat": 4, "nbformat_minor": 0 }