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Fixed type with the iterable test.

lon0
Bill Ladwig 8 years ago
parent
819cdfe078
commit
a7b3714e4f
1 changed files with 68 additions and 308 deletions
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  1. 376
      test/ipynb/WRF_python_demo.ipynb

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

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