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@robintw
Created November 4, 2021 09:35
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{
"cells": [
{
"cell_type": "code",
"execution_count": 55,
"id": "db24e3f1",
"metadata": {},
"outputs": [],
"source": [
"from pystac_client import Client\n",
"import stackstac\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"id": "3e8efcc5",
"metadata": {},
"source": [
"## Load data from STAC server"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "e5205380",
"metadata": {},
"outputs": [],
"source": [
"catalog = Client.open(\"https://robin-stac-fastapi-test.azurewebsites.net/\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "a822a077",
"metadata": {},
"outputs": [],
"source": [
"search = catalog.search(\n",
" collections=[\"test-anglo-azure\"]\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "bdf888fb",
"metadata": {},
"outputs": [],
"source": [
"items = list(search.get_items())"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "92f2ff26",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(items)"
]
},
{
"cell_type": "markdown",
"id": "250f1c2c",
"metadata": {},
"source": [
"## Load with different sized chunks"
]
},
{
"cell_type": "code",
"execution_count": 61,
"id": "4358955f",
"metadata": {},
"outputs": [],
"source": [
"data1000 = stackstac.stack(items=[item.to_dict() for item in items], epsg=4326, chunksize=(1000,1000))\n",
"data1000 = data1000.squeeze()\n",
"mosaic1000 = stackstac.mosaic(data1000)"
]
},
{
"cell_type": "code",
"execution_count": 62,
"id": "5135faf8",
"metadata": {},
"outputs": [],
"source": [
"data500 = stackstac.stack(items=[item.to_dict() for item in items], epsg=4326, chunksize=(500,500))\n",
"data500 = data500.squeeze()\n",
"mosaic500 = stackstac.mosaic(data500)"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "dab80a73",
"metadata": {},
"outputs": [],
"source": [
"data100 = stackstac.stack(items=[item.to_dict() for item in items], epsg=4326, chunksize=(100,100))\n",
"data100 = data100.squeeze()\n",
"mosaic100 = stackstac.mosaic(data100)"
]
},
{
"cell_type": "markdown",
"id": "cb78476a",
"metadata": {},
"source": [
"## Show differences"
]
},
{
"cell_type": "code",
"execution_count": 68,
"id": "9ce667b1",
"metadata": {},
"outputs": [],
"source": [
"diff = mosaic1000 - mosaic100"
]
},
{
"cell_type": "code",
"execution_count": 69,
"id": "8c8f1a10",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x2359a039e20>"
]
},
"execution_count": 69,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"diff.plot.imshow()"
]
},
{
"cell_type": "code",
"execution_count": 70,
"id": "66f19453",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x2359e4776d0>"
]
},
"execution_count": 70,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mosaic100.plot.imshow()"
]
},
{
"cell_type": "code",
"execution_count": 71,
"id": "f64cb4f7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x2359e0315e0>"
]
},
"execution_count": 71,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mosaic500.plot.imshow()"
]
},
{
"cell_type": "code",
"execution_count": 72,
"id": "ea2310a6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x23599f334f0>"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mosaic1000.plot.imshow()"
]
},
{
"cell_type": "markdown",
"id": "dee2377f",
"metadata": {},
"source": [
"## Faceted plot to show each time entry"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "f5975657",
"metadata": {},
"outputs": [],
"source": [
"d = data.assign_coords(time=[1, 2, 3, 4])"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "35ae34d9",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.plot.facetgrid.FacetGrid at 0x2358ffe9460>"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 936x216 with 5 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"d.plot.imshow(col='time')"
]
},
{
"cell_type": "markdown",
"id": "8d5b3bef",
"metadata": {},
"source": [
"## Aggregating with a max over the time dimension works"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "0691e716",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\rwilson3\\Documents\\mambaforge\\envs\\anglo\\lib\\site-packages\\dask\\utils.py:35: RuntimeWarning: All-NaN slice encountered\n",
" return func(*args, **kwargs)\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x23596dff400>"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.max(dim='time').plot.imshow()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a743ee9c",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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