From a7b3714e4f542d451d0fffe98f92de32d2c4599d Mon Sep 17 00:00:00 2001 From: Bill Ladwig Date: Fri, 17 Nov 2017 16:42:54 -0700 Subject: [PATCH] Fixed type with the iterable test. --- test/ipynb/WRF_python_demo.ipynb | 376 ++++++------------------------- 1 file changed, 68 insertions(+), 308 deletions(-) diff --git a/test/ipynb/WRF_python_demo.ipynb b/test/ipynb/WRF_python_demo.ipynb index 8df9d49..977aaed 100644 --- a/test/ipynb/WRF_python_demo.ipynb +++ b/test/ipynb/WRF_python_demo.ipynb @@ -2,10 +2,7 @@ "cells": [ { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "# 1.0 Basic Variable Extraction" ] @@ -13,11 +10,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from __future__ import (absolute_import, division, print_function, unicode_literals)\n", @@ -32,9 +25,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "collapsed": false, - "deletable": true, - "editable": true, "scrolled": false }, "outputs": [], @@ -45,10 +35,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 1.0.1 DataArray attributes: 'dims', 'coords', 'attrs'" ] @@ -56,11 +43,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print(\"dims: \", p.dims)\n", @@ -71,10 +54,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 1.0.2 Removing implicit 'squeeze' behavior to preserve single sized dimensions" ] @@ -82,11 +62,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "p_nosqueeze = getvar(ncfile, \"P\", timeidx=0, squeeze=False)\n", @@ -95,10 +71,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 1.0.3 Single element metadata" ] @@ -106,11 +79,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print (p_nosqueeze[0,0,100,200])\n", @@ -119,10 +88,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 1.0.4 Disabling/Enabling xarray" ] @@ -130,11 +96,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import disable_xarray, enable_xarray\n", @@ -157,20 +119,14 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "# 2.0 Sequences of Input Files " ] }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 2.0.1 Combining via the 'cat' method" ] @@ -178,11 +134,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import ALL_TIMES\n", @@ -196,10 +148,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 2.0.2 Combining via the 'join' method" ] @@ -207,11 +156,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "p_join = getvar(wrflist, \"P\", timeidx=ALL_TIMES, method=\"join\")\n", @@ -220,10 +165,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "Note how the Time dimension was replaced with the file dimension, due to the 'squeezing' of the Time dimension.\n", "\n", @@ -234,11 +176,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import ALL_TIMES\n", @@ -249,10 +187,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 2.0.3 Dictionary Sequences" ] @@ -260,11 +195,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "wrf_dict = {\"label1\" : [ncfile, ncfile],\n", @@ -276,10 +207,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 2.0.4 Generator Sequences" ] @@ -287,11 +215,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "def gen_seq():\n", @@ -306,10 +230,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 2.0.5 Custom Iterable Classes" ] @@ -317,11 +238,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "class FileGen(object):\n", @@ -334,7 +251,7 @@ " return self\n", " \n", " def next(self):\n", - " if self._i >= self._total:\n", + " if self._i > self._total:\n", " raise StopIteration\n", " else:\n", " val = self.ncfile[self._i]\n", @@ -347,7 +264,7 @@ "\n", "obj_gen = FileGen(ncfile, 3)\n", "\n", - "p_obj_gen = getvar(gen_seq(), \"P\", method=\"join\", squeeze=False)\n", + "p_obj_gen = getvar(obj_gen, \"P\", method=\"join\", squeeze=False)\n", "print(p_obj_gen)\n", "\n", "del p_obj_gen\n", @@ -356,10 +273,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "# 3.0 WRF Variable Computational Routines" ] @@ -367,11 +281,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "wrf_vars = [\"avo\", \"eth\", \"cape_2d\", \"cape_3d\", \"ctt\", \"dbz\", \"mdbz\", \n", @@ -390,10 +300,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "(Note all of the NaNs in the above routines which produce missing values (e.g. cape_2d). xarray always converts all masked_array missing values to NaN in order to work with pandas. To get back the original missing values in a numpy masked_array, you need to use the 'to_np' method from wrf.)" ] @@ -401,11 +308,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import to_np\n", @@ -417,11 +320,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "keys = [x for x in vard.keys()]\n", @@ -431,20 +330,14 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 3.1 Interpolation Routines" ] }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 3.1.1 Horizontal Level Interpolation" ] @@ -452,11 +345,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# 500 MB Heights\n", @@ -472,10 +361,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 3.1.2 Vertical Cross Section Interpolation" ] @@ -483,11 +369,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# Pressure using pivot and angle\n", @@ -515,11 +397,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# Pressure using pivot and angle\n", @@ -570,11 +448,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# Pressure using pivot and angle\n", @@ -626,10 +500,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 3.1.3 Interpolate 2D Variable to a Line" ] @@ -637,11 +508,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# T2 using pivot and angle\n", @@ -685,10 +552,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "### 3.1.4 Vertical Coordinate Interpolation" ] @@ -696,11 +560,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import vinterp, getvar\n", @@ -782,10 +642,7 @@ }, { "cell_type": "markdown", - "metadata": { - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "## 3.2 Lat/Lon to X/Y Routines" ] @@ -793,11 +650,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf.latlon import xy_to_ll, ll_to_xy \n", @@ -835,9 +688,7 @@ { "cell_type": "markdown", "metadata": { - "collapsed": true, - "deletable": true, - "editable": true + "collapsed": true }, "source": [ "# 4.0 Plotting with Cartopy" @@ -846,11 +697,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" @@ -859,11 +706,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# SLP\n", @@ -905,11 +748,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# SLP\n", @@ -986,11 +825,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "# 500 MB Heights and Winds\n", @@ -1043,9 +878,6 @@ "cell_type": "code", "execution_count": null, "metadata": { - "collapsed": false, - "deletable": true, - "editable": true, "scrolled": false }, "outputs": [], @@ -1075,11 +907,7 @@ }, { "cell_type": "markdown", - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "source": [ "# Multi-time Moving Domain Files" ] @@ -1087,11 +915,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "import os\n", @@ -1111,11 +935,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "p = getvar(ncfiles, \"ctt\", timeidx=ALL_TIMES)" @@ -1124,11 +944,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print (p)\n", @@ -1138,11 +954,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print (p.attrs[\"projection\"])\n" @@ -1151,11 +963,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "ncfiles[2].variables[\"XTIME\"][:]\n" @@ -1164,11 +972,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "p = getvar(ncfiles, \"P\", timeidx=None, method=\"cat\", meta=True, squeeze=True)\n" @@ -1177,11 +981,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print (p)" @@ -1190,11 +990,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "print (type(p.coords[\"Time\"]))" @@ -1203,11 +999,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "import datetime\n", @@ -1220,11 +1012,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "wrf_vars = [\"avo\", \"eth\", \"cape_2d\", \"cape_3d\", \"ctt\", \"dbz\", \"mdbz\", \n", @@ -1249,11 +1037,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "import os\n", @@ -1290,11 +1074,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "import os\n", @@ -1335,11 +1115,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf import getvar\n" @@ -1348,22 +1124,14 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from wrf.latlon import xy_to_ll, ll_to_xy \n", @@ -1390,11 +1158,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": false, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [ "from glob import glob\n", @@ -1435,11 +1199,7 @@ { "cell_type": "code", "execution_count": null, - "metadata": { - "collapsed": true, - "deletable": true, - "editable": true - }, + "metadata": {}, "outputs": [], "source": [] } @@ -1460,9 +1220,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", - "version": "2.7.12" + "version": "2.7.13" } }, "nbformat": 4, - "nbformat_minor": 0 + "nbformat_minor": 1 }