Created
March 10, 2023 07:52
-
-
Save emileten/3f0415b0fe2563851e4a49b44e5a4d6f to your computer and use it in GitHub Desktop.
stackstac returns xarray data array with duplicated time coordinates
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "04a3fb1b-c791-4d4c-8214-6511dea3a004", | |
"metadata": {}, | |
"source": [ | |
"### stackstac.stac is still returning duplicated time coordinate values" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "92e8f307-3e4f-48a9-a32b-7938551d6aa7", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"((4, 1, 185098, 134598),\n", | |
" <xarray.DataArray 'time' (time: 4)>\n", | |
" array(['2020-06-01T00:00:00.000000000', '2020-06-01T00:00:00.000000000',\n", | |
" '2020-06-01T00:00:00.000000000', '2020-06-01T00:00:00.000000000'],\n", | |
" dtype='datetime64[ns]')\n", | |
" Coordinates: (12/13)\n", | |
" * time (time) datetime64[ns] 2020-06-01 ... 2020-06-01\n", | |
" id (time) <U8 '15S-2020' '15R-2020' '14S-2020' '14R-2020'\n", | |
" io:supercell_id (time) <U3 '15S' '15R' '14S' '14R'\n", | |
" proj:epsg (time) int64 32615 32615 32614 32614\n", | |
" end_datetime <U20 '2021-01-01T00:00:00Z'\n", | |
" label:type <U6 'raster'\n", | |
" ... ...\n", | |
" io:tile_id (time) <U3 '15S' '15R' '14S' '14R'\n", | |
" label:classes object {'name': '', 'classes': ['nodata', 'water', 'tr...\n", | |
" label:description <U4 'lulc'\n", | |
" start_datetime <U20 '2020-01-01T00:00:00Z'\n", | |
" raster:bands object {'nodata': 0, 'spatial_resolution': 10}\n", | |
" epsg int64 3857)" | |
] | |
}, | |
"execution_count": 17, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"import planetary_computer as pc\n", | |
"import pystac_client\n", | |
"import stackstac\n", | |
"\n", | |
"catalog = pystac_client.Client.open(\n", | |
" \"https://planetarycomputer.microsoft.com/api/stac/v1/\"\n", | |
")\n", | |
"point = {\"type\": \"Point\", \"coordinates\": [-97.807733, 33.2133019]}\n", | |
"\n", | |
"io_lulc_search = catalog.search(collections=[\"io-lulc\"], intersects=point)\n", | |
"io_lulc_items = [pc.sign(item).to_dict() for item in io_lulc_search.get_items()]\n", | |
"data = stackstac.stack(io_lulc_items, assets=[\"data\"], epsg=3857)\n", | |
"\n", | |
"data.shape, data.time" | |
] | |
} | |
], | |
"metadata": { | |
"interpreter": { | |
"hash": "327a3064184c72cf2315f340faf7cd6d38902e235df73e5f8747aa73527562c0" | |
}, | |
"kernelspec": { | |
"display_name": "mambabase", | |
"language": "python", | |
"name": "mambabase" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.10.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment