diff --git a/examples/user-guide.ipynb b/examples/user-guide.ipynb
index 42d15978..6f9f8da4 100644
--- a/examples/user-guide.ipynb
+++ b/examples/user-guide.ipynb
@@ -33,9 +33,24 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 1,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/Users/bcollins/anaconda/envs/xarray-spatial/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 192 from C header, got 216 from PyObject\n",
+ " return f(*args, **kwds)\n",
+ "/Users/bcollins/anaconda/envs/xarray-spatial/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 192 from C header, got 216 from PyObject\n",
+ " return f(*args, **kwds)\n",
+ "/Users/bcollins/anaconda/envs/xarray-spatial/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 192 from C header, got 216 from PyObject\n",
+ " return f(*args, **kwds)\n",
+ "/Users/bcollins/anaconda/envs/xarray-spatial/lib/python3.7/importlib/_bootstrap.py:219: RuntimeWarning: numpy.ufunc size changed, may indicate binary incompatibility. Expected 192 from C header, got 216 from PyObject\n",
+ " return f(*args, **kwds)\n"
+ ]
+ }
+ ],
"source": [
"import numpy as np\n",
"import datashader as ds\n",
@@ -58,7 +73,7 @@
},
{
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- "execution_count": 3,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -87,7 +102,7 @@
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+ "execution_count": 2,
"metadata": {},
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@@ -113,7 +128,7 @@
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+ "execution_count": 3,
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@@ -142,7 +157,7 @@
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+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -162,7 +177,7 @@
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{
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- "execution_count": 5,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -191,7 +206,7 @@
" * y (y) float64 -1.997e+07 -1.99e+07 -1.983e+07 ... 1.99e+07 1.997e+07"
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- "execution_count": 5,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -213,7 +228,7 @@
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{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -242,7 +257,7 @@
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- "execution_count": 6,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
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@@ -265,7 +280,7 @@
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{
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+ "execution_count": 6,
"metadata": {},
"outputs": [
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@@ -294,7 +309,7 @@
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+ "execution_count": 6,
"metadata": {},
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@@ -325,7 +340,7 @@
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{
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- "execution_count": 8,
+ "execution_count": 7,
"metadata": {},
"outputs": [
{
@@ -354,7 +369,7 @@
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+ "execution_count": 7,
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@@ -384,7 +399,7 @@
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{
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- "execution_count": 9,
+ "execution_count": 8,
"metadata": {},
"outputs": [
{
@@ -413,7 +428,7 @@
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- "execution_count": 9,
+ "execution_count": 8,
"metadata": {},
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@@ -445,7 +460,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 9,
"metadata": {},
"outputs": [
{
@@ -472,7 +487,7 @@
"Dimensions without coordinates: dim_0, dim_1"
]
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- "execution_count": 10,
+ "execution_count": 9,
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@@ -509,15 +524,15 @@
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- "execution_count": 11,
+ "execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: user 653 ms, sys: 5.1 ms, total: 658 ms\n",
- "Wall time: 658 ms\n"
+ "CPU times: user 1.07 s, sys: 31.1 ms, total: 1.1 s\n",
+ "Wall time: 1.27 s\n"
]
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{
@@ -546,7 +561,7 @@
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- "execution_count": 11,
+ "execution_count": 10,
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@@ -595,7 +610,7 @@
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- "execution_count": 12,
+ "execution_count": 11,
"metadata": {},
"outputs": [
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@@ -624,7 +639,7 @@
" * y (y) float64 -1.997e+07 -1.99e+07 -1.983e+07 ... 1.99e+07 1.997e+07"
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+ "execution_count": 11,
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@@ -656,7 +671,7 @@
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+ "execution_count": 12,
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@@ -685,7 +700,7 @@
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+ "execution_count": 12,
"metadata": {},
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@@ -717,7 +732,7 @@
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- "execution_count": 14,
+ "execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
@@ -746,7 +761,7 @@
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{
"cell_type": "code",
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+ "execution_count": 14,
"metadata": {},
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{
@@ -775,7 +790,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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+ "execution_count": 14,
"metadata": {},
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@@ -797,7 +812,7 @@
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{
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- "execution_count": 16,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -826,7 +841,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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+ "execution_count": 15,
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@@ -840,7 +855,7 @@
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- "execution_count": 17,
+ "execution_count": 16,
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@@ -869,7 +884,7 @@
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- "execution_count": 17,
+ "execution_count": 16,
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@@ -884,7 +899,7 @@
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{
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- "execution_count": 18,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -913,7 +928,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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- "execution_count": 18,
+ "execution_count": 17,
"metadata": {},
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@@ -936,7 +951,7 @@
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{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -965,7 +980,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
]
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- "execution_count": 19,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
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@@ -1001,7 +1016,7 @@
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{
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+ "execution_count": 19,
"metadata": {},
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{
@@ -1030,7 +1045,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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- "execution_count": 20,
+ "execution_count": 19,
"metadata": {},
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@@ -1073,15 +1088,15 @@
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{
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- "execution_count": 21,
+ "execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: user 2.14 s, sys: 75.7 ms, total: 2.21 s\n",
- "Wall time: 2.22 s\n"
+ "CPU times: user 3.2 s, sys: 230 ms, total: 3.43 s\n",
+ "Wall time: 4.05 s\n"
]
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{
@@ -1110,7 +1125,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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- "execution_count": 21,
+ "execution_count": 20,
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@@ -1136,7 +1151,7 @@
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{
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+ "execution_count": 21,
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{
@@ -1165,7 +1180,7 @@
" * y (y) float64 -1.997e+07 -1.99e+07 -1.983e+07 ... 1.99e+07 1.997e+07"
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+ "execution_count": 21,
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@@ -1195,15 +1210,15 @@
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- "execution_count": 23,
+ "execution_count": 22,
"metadata": {},
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{
"name": "stdout",
"output_type": "stream",
"text": [
- "CPU times: user 781 ms, sys: 20.8 ms, total: 801 ms\n",
- "Wall time: 802 ms\n"
+ "CPU times: user 1.2 s, sys: 183 ms, total: 1.38 s\n",
+ "Wall time: 1.97 s\n"
]
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{
@@ -1232,7 +1247,7 @@
" * y (y) float64 -1.997e+07 -1.99e+07 -1.983e+07 ... 1.99e+07 1.997e+07"
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- "execution_count": 23,
+ "execution_count": 22,
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@@ -1270,7 +1285,7 @@
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+ "execution_count": 23,
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{
@@ -1299,7 +1314,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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- "execution_count": 24,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
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@@ -1330,7 +1345,7 @@
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{
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- "execution_count": 25,
+ "execution_count": 24,
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{
@@ -1424,7 +1439,7 @@
"16 1486.314866 1709.222348 1367.673562 120.950684 14629.068060"
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- "execution_count": 25,
+ "execution_count": 24,
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@@ -1444,7 +1459,7 @@
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{
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- "execution_count": 26,
+ "execution_count": 25,
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"outputs": [
{
@@ -1524,7 +1539,7 @@
"16 341.548786 1367.673562 1709.222348"
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- "execution_count": 26,
+ "execution_count": 25,
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@@ -1560,7 +1575,7 @@
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{
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+ "execution_count": 26,
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{
@@ -1589,7 +1604,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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- "execution_count": 30,
+ "execution_count": 26,
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@@ -1613,7 +1628,7 @@
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{
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+ "execution_count": 27,
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"outputs": [
{
@@ -1642,7 +1657,7 @@
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
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+ "execution_count": 27,
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@@ -1666,36 +1681,36 @@
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{
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- "execution_count": 29,
+ "execution_count": 47,
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{
"data": {
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\n",
+ "image/png": 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\n",
"text/html": [
- "
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+ "
"
],
"text/plain": [
"\n",
- "array([[4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721],\n",
- " [4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721],\n",
- " [4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721],\n",
+ "array([[4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342],\n",
+ " [4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342],\n",
+ " [4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342],\n",
" ...,\n",
- " [4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721],\n",
- " [4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721],\n",
- " [4293519721, 4293519721, 4293519721, ..., 4293519721, 4293519721,\n",
- " 4293519721]], dtype=uint32)\n",
+ " [4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342],\n",
+ " [4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342],\n",
+ " [4293322342, 4293322342, 4293322342, ..., 4293322342, 4293322342,\n",
+ " 4293322342]], dtype=uint32)\n",
"Coordinates:\n",
" * x (x) float64 -19.98 -19.93 -19.88 -19.82 ... 19.82 19.88 19.93 19.98\n",
" * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
]
},
- "execution_count": 29,
+ "execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
@@ -1706,10 +1721,64 @@
"\n",
"natural_breaks_agg = natural_breaks(terrain, k=15)\n",
"\n",
- "stack(shade(hillshade(equal_interval_agg), cmap=['gray', 'white'], alpha=255, how='linear'),\n",
+ "stack(shade(hillshade(natural_breaks_agg), cmap=['gray', 'white'], alpha=255, how='linear'),\n",
" shade(natural_breaks_agg, cmap=Elevation, alpha=128, how='linear'))"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Regions: Groupby Pixel-Value Connectivity"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 50,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/html": [
+ "
"
+ ],
+ "text/plain": [
+ "\n",
+ "array([[4286216670, 4286216670, 4286216670, ..., 4286216670, 4286216670,\n",
+ " 4286216670],\n",
+ " [4286216670, 4286216670, 4286216670, ..., 4286216670, 4286216670,\n",
+ " 4286216670],\n",
+ " [4286216670, 4286216670, 4286216670, ..., 4286216670, 4286216670,\n",
+ " 4286216670],\n",
+ " ...,\n",
+ " [4287995338, 4287995338, 4287995338, ..., 4290361529, 4290361529,\n",
+ " 4290361529],\n",
+ " [4287995338, 4287995338, 4287995338, ..., 4290361529, 4290361529,\n",
+ " 4290361529],\n",
+ " [4287995338, 4287995338, 4287995338, ..., 4290361529, 4290361529,\n",
+ " 4290361529]], dtype=uint32)\n",
+ "Coordinates:\n",
+ " * x (x) float64 -19.98 -19.93 -19.88 -19.82 ... 19.82 19.88 19.93 19.98\n",
+ " * y (y) float64 -19.97 -19.9 -19.83 -19.77 ... 19.77 19.83 19.9 19.97"
+ ]
+ },
+ "execution_count": 50,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "from xrspatial.focal import regions\n",
+ "from xrspatial import hillshade\n",
+ "from datashader.colors import Set1, Set3\n",
+ "\n",
+ "regions_agg = regions(equal_interval_agg, neighborhood=4)\n",
+ "\n",
+ "stack(shade(hillshade(regions_agg), cmap=['gray', 'white'], alpha=255, how='linear'),\n",
+ " shade(regions_agg, cmap=Set1, alpha=128, how='eq_hist'))"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
diff --git a/xrspatial/focal.py b/xrspatial/focal.py
index 06e90b48..5013fc34 100644
--- a/xrspatial/focal.py
+++ b/xrspatial/focal.py
@@ -1,10 +1,15 @@
-import numpy as np
-from xarray import DataArray
-from xrspatial.utils import ngjit, lnglat_to_meters
-from numba import prange
+'''Focal Related Utilities'''
import re
import warnings
+from numba import prange
+import numpy as np
+from xarray import DataArray
+
+from xrspatial.utils import ngjit
+from xrspatial.utils import lnglat_to_meters
+
+
warnings.simplefilter('default')
DEFAULT_UNIT = 'meter'
@@ -12,7 +17,6 @@
# TODO: Make convolution more generic with numba first-class functions.
-
def is_number(s):
try:
float(s)
@@ -187,6 +191,7 @@ def _validate_shape(self):
def _validate_radius(self):
# try to convert into Distance object
d = Distance(str(self.radius))
+ print(d)
def to_array(self, raster):
# calculate cell size over the x and y axis
@@ -201,6 +206,189 @@ def to_array(self, raster):
return kernel
+@ngjit
+def _area_connectivity(data, n=4):
+ '''
+ '''
+ out = np.zeros_like(data)
+ rows, cols = data.shape
+ uid = 1
+
+ src_window = np.zeros(shape=(n,), dtype=data.dtype)
+ area_window = np.zeros(shape=(n,), dtype=data.dtype)
+
+ for y in range(0, rows):
+ for x in range(0, cols):
+
+ val = data[y, x]
+
+ if np.isnan(val):
+ out[y, x] = val
+ continue
+
+ if n == 8:
+ src_window[0] = data[max(y-1, 0), max(x-1, 0)]
+ src_window[1] = data[y, max(x-1, 0)]
+ src_window[2] = data[min(y+1, rows-1), max(x-1, 0)]
+ src_window[3] = data[max(y-1, 0), x]
+ src_window[4] = data[min(y+1, rows-1), x]
+ src_window[5] = data[max(y-1, 0), min(x+1, cols-1)]
+ src_window[6] = data[y, min(x+1, cols-1)]
+ src_window[7] = data[min(y+1, rows-1), min(x+1, cols-1)]
+
+ area_window[0] = out[max(y-1, 0), max(x-1, 0)]
+ area_window[1] = out[y, max(x-1, 0)]
+ area_window[2] = out[min(y+1, rows-1), max(x-1, 0)]
+ area_window[3] = out[max(y-1, 0), x]
+ area_window[4] = out[min(y+1, rows-1), x]
+ area_window[5] = out[max(y-1, 0), min(x+1, cols-1)]
+ area_window[6] = out[y, min(x+1, cols-1)]
+ area_window[7] = out[min(y+1, rows-1), min(x+1, cols-1)]
+
+ else:
+ src_window[0] = data[y, max(x-1, 0)]
+ src_window[1] = data[max(y-1, 0), x]
+ src_window[2] = data[min(y+1, rows-1), x]
+ src_window[3] = data[y, min(x+1, cols-1)]
+
+ area_window[0] = out[y, max(x-1, 0)]
+ area_window[1] = out[max(y-1, 0), x]
+ area_window[2] = out[min(y+1, rows-1), x]
+ area_window[3] = out[y, min(x+1, cols-1)]
+
+ # check in has matching value in neighborhood
+ rtol = 1e-05
+ atol = 1e-08
+ is_close = np.abs(src_window - val) <= (atol + rtol * np.abs(val))
+ neighbor_matches = np.where(is_close)[0]
+
+ if len(neighbor_matches) > 0:
+
+ # check in has area already assigned
+ assigned_value = None
+ for j in range(len(neighbor_matches)): # NOQA
+ area_val = area_window[neighbor_matches[j]]
+ if area_val > 0:
+ assigned_value = area_val
+ break
+
+ if assigned_value is not None:
+ out[y, x] = assigned_value
+ else:
+ out[y, x] = uid
+ uid += 1
+ else:
+ out[y, x] = uid
+ uid += 1
+
+ for y in range(0, rows):
+ for x in range(0, cols):
+
+ if n == 8:
+ src_window[0] = data[max(y-1, 0), max(x-1, 0)]
+ src_window[1] = data[y, max(x-1, 0)]
+ src_window[2] = data[min(y+1, rows-1), max(x-1, 0)]
+ src_window[3] = data[max(y-1, 0), x]
+ src_window[4] = data[min(y+1, rows-1), x]
+ src_window[5] = data[max(y-1, 0), min(x+1, cols-1)]
+ src_window[6] = data[y, min(x+1, cols-1)]
+ src_window[7] = data[min(y+1, rows-1), min(x+1, cols-1)]
+
+ area_window[0] = out[max(y-1, 0), max(x-1, 0)]
+ area_window[1] = out[y, max(x-1, 0)]
+ area_window[2] = out[min(y+1, rows-1), max(x-1, 0)]
+ area_window[3] = out[max(y-1, 0), x]
+ area_window[4] = out[min(y+1, rows-1), x]
+ area_window[5] = out[max(y-1, 0), min(x+1, cols-1)]
+ area_window[6] = out[y, min(x+1, cols-1)]
+ area_window[7] = out[min(y+1, rows-1), min(x+1, cols-1)]
+
+ else:
+ src_window[0] = data[y, max(x-1, 0)]
+ src_window[1] = data[max(y-1, 0), x]
+ src_window[2] = data[min(y+1, rows-1), x]
+ src_window[3] = data[y, min(x+1, cols-1)]
+
+ area_window[0] = out[y, max(x-1, 0)]
+ area_window[1] = out[max(y-1, 0), x]
+ area_window[2] = out[min(y+1, rows-1), x]
+ area_window[3] = out[y, min(x+1, cols-1)]
+
+ val = data[y, x]
+
+ if np.isnan(val):
+ continue
+
+
+ # check in has matching value in neighborhood
+ rtol = 1e-05
+ atol = 1e-08
+ is_close = np.abs(src_window - val) <= (atol + rtol * np.abs(val))
+ neighbor_matches = np.where(is_close)[0]
+
+ # check in has area already assigned
+ assigned_values_min = None
+ for j in range(len(neighbor_matches)):
+ area_val = area_window[neighbor_matches[j]]
+ if assigned_values_min is not None and assigned_values_min != area_val:
+ if assigned_values_min > area_val:
+
+ # replace
+ for y1 in range(0, rows):
+ for x1 in range(0, cols):
+ if out[y1, x1] == assigned_values_min:
+ out[y1, x1] = area_val
+
+ assigned_values_min = area_val
+
+ else:
+ # replace
+ for y1 in range(0, rows):
+ for x1 in range(0, cols):
+ if out[y1, x1] == area_val:
+ out[y1, x1] = assigned_values_min
+
+ elif assigned_values_min is None:
+ assigned_values_min = area_val
+
+ return out
+
+
+def regions(raster, neighborhood=4, name='regions'):
+ """
+ Create unique regions of raster based on pixel value connectivity.
+ Connectivity can be based on either 4 or 8-pixel neighborhoods.
+ Output raster contain a unique int for each connected region.
+
+ Parameters
+ ----------
+ raster : xr.DataArray
+ connections : int
+ 4 or 8 pixel-based connectivity (default: 4)
+ name : str
+ output xr.DataArray.name property
+
+ Returns
+ -------
+ data: DataArray
+
+ Notes
+ -----
+
+ Area Numbering implementing based on:
+ http://spatial-analyst.net/ILWIS/htm/ilwisapp/areanumbering_algorithm.htm
+
+ """
+ if neighborhood not in (4, 8):
+ raise ValueError('`neighborhood` value must be either 4 or 8)')
+
+ out = _area_connectivity(raster.data, n=neighborhood)
+
+ return DataArray(out, name=name,
+ dims=raster.dims,
+ coords=raster.coords, attrs=raster.attrs)
+
+
@ngjit
def _mean(data, excludes):
out = np.zeros_like(data)
@@ -210,7 +398,7 @@ def _mean(data, excludes):
exclude = False
for ex in excludes:
- if data[y,x] == ex:
+ if data[y, x] == ex:
exclude = True
break
@@ -225,14 +413,17 @@ def _mean(data, excludes):
# TODO: add optional name parameter `name='mean'`
-def mean(agg, passes=1, excludes=[np.nan]):
+def mean(agg, passes=1, excludes=[np.nan], name='mean'):
"""
Returns Mean filtered array using a 3x3 window
Parameters
----------
agg : DataArray
- passes : int, number of times to run mean
+ passes : int
+ number of times to run mean
+ name : str
+ output xr.DataArray.name property
Returns
-------
@@ -245,8 +436,8 @@ def mean(agg, passes=1, excludes=[np.nan]):
else:
out = _mean(out, tuple(excludes))
- return DataArray(out, name='mean',
- dims=agg.dims, coords=agg.coords, attrs=agg.attrs)
+ return DataArray(out, name=name, dims=agg.dims,
+ coords=agg.coords, attrs=agg.attrs)
@ngjit
@@ -307,8 +498,9 @@ def _apply(data, kernel_array, func):
for kx in range(x - hcols, x + hcols + 1):
if ky >= 0 and kx >= 0:
if ky >= 0 and ky < rows and kx >= 0 and kx < cols:
- if kernel_array[ky - (y - hrows), kx - (x - hcols)] == 1:
- kernel_values[ky - (y - hrows), kx - (x - hcols)] = data[ky, kx]
+ kyidx, kxidx = ky - (y - hrows), kx - (x - hcols)
+ if kernel_array[kyidx, kxidx] == 1:
+ kernel_values[kyidx, kxidx] = data[ky, kx]
out[y, x] = func(kernel_values)
return out
diff --git a/xrspatial/tests/test_focal.py b/xrspatial/tests/test_focal.py
index a9a766ec..e70c8cc3 100644
--- a/xrspatial/tests/test_focal.py
+++ b/xrspatial/tests/test_focal.py
@@ -3,9 +3,18 @@
from xrspatial import mean
from xrspatial.focal import apply, Kernel, calc_mean, calc_sum, hotspots
+from xrspatial.focal import regions
import pytest
+def create_test_arr(arr):
+ n, m = arr.shape
+ raster = xr.DataArray(arr, dims=['y', 'x'])
+ raster['y'] = np.linspace(0, n, n)
+ raster['x'] = np.linspace(0, m, m)
+ return raster
+
+
def _do_sparse_array(data_array):
import random
indx = list(zip(*np.where(data_array)))
@@ -35,6 +44,54 @@ def _do_gaussian_array():
data_gaussian = _do_gaussian_array()
+def test_regions_four_pixel_connectivity_int():
+ arr = np.array([[0, 0, 0, 0],
+ [0, 4, 0, 0],
+ [1, 4, 4, 0],
+ [1, 1, 1, 0],
+ [0, 0, 0, 0]], dtype=np.int64)
+ raster = create_test_arr(arr)
+ raster_regions = regions(raster, neighborhood=4)
+ assert len(np.unique(raster_regions.data)) == 3
+ assert raster.shape == raster_regions.shape
+
+
+def test_regions_four_pixel_connectivity_float():
+ arr = np.array([[0, 0, 0, np.nan],
+ [0, 4, 0, 0],
+ [1, 4, 4, 0],
+ [1, 1, 1, 0],
+ [0, 0, 0, 0]], dtype=np.float64)
+ raster = create_test_arr(arr)
+ raster_regions = regions(raster, neighborhood=4)
+ assert len(np.unique(raster_regions.data)) == 4
+ assert raster.shape == raster_regions.shape
+
+
+def test_regions_eight_pixel_connectivity_int():
+ arr = np.array([[1, 0, 0, 0],
+ [0, 1, 0, 0],
+ [0, 0, 1, 0],
+ [0, 0, 0, 1],
+ [0, 0, 0, 1]], dtype=np.int64)
+ raster = create_test_arr(arr)
+ raster_regions = regions(raster, neighborhood=8)
+ assert len(np.unique(raster_regions.data)) == 2
+ assert raster.shape == raster_regions.shape
+
+
+def test_regions_eight_pixel_connectivity_float():
+ arr = np.array([[1, 0, 0, np.nan],
+ [0, 1, 0, 0],
+ [0, 0, 1, 0],
+ [0, 0, 0, 1],
+ [0, 0, 0, 1]], dtype=np.float64)
+ raster = create_test_arr(arr)
+ raster_regions = regions(raster, neighborhood=8)
+ assert len(np.unique(raster_regions.data)) == 3
+ assert raster.shape == raster_regions.shape
+
+
def test_mean_transfer_function():
da = xr.DataArray(data_random)
da_mean = mean(da)