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mmcfarland/pystac_client-paging.ipynb

Last active December 8, 2021 13:55
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pystac_client-paging.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "fc0f0fc4",
"metadata": {},
"outputs": [],
"source": [
"from pystac_client import Client\n",
"from pystac.extensions.eo import EOExtension as eo\n",
"import planetary_computer as pc\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "a9162649",
"metadata": {},
"outputs": [],
"source": [
"area_of_interest = {\n",
" \"type\": \"Polygon\",\n",
" \"coordinates\": [\n",
" [\n",
" [-148.56536865234375, 60.80072385643073],\n",
" [-147.44338989257812, 60.80072385643073],\n",
" [-147.44338989257812, 61.18363894915102],\n",
" [-148.56536865234375, 61.18363894915102],\n",
" [-148.56536865234375, 60.80072385643073],\n",
" ]\n",
" ],\n",
"}\n",
"\n",
"time_of_interest = \"2019-06-01/2020-08-01\""
]
},
{
"cell_type": "markdown",
"id": "59657f27",
"metadata": {},
"source": [
"Use [pystac-client](https://github.com/stac-utils/pystac-client) to search and iterate over pages of results:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "c755736d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Page 0 items:\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
"Page 6 items:\n",
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"\n",
"Page 7 items:\n",
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"\n",
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"\n",
"Page 9 items:\n",
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"\n",
"Page 10 items:\n",
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"\n",
"Page 11 items:\n",
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"\n",
"Page 12 items:\n",
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"\n",
"Page 13 items:\n",
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"\n",
"Page 14 items:\n",
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"\n",
"Page 15 items:\n",
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"\n",
"Page 16 items:\n",
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"\n",
"Page 17 items:\n",
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"\n",
"Page 18 items:\n",
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"\n",
"Page 19 items:\n",
"[<Item id=S2A_MSIL2A_20190724T212531_R043_T06VVN_20201009T173505>, <Item id=S2B_MSIL2A_20190722T213539_R086_T06VVN_20201005T181731>, <Item id=S2A_MSIL2A_20190721T211521_R143_T06VVN_20201005T173021>, <Item id=S2B_MSIL2A_20190719T212529_R043_T06VVN_20201005T164222>, <Item id=S2A_MSIL2A_20190717T213531_R086_T06VVN_20201005T152616>, <Item id=S2B_MSIL2A_20190716T211519_R143_T06VVN_20201005T151132>, <Item id=S2A_MSIL2A_20190714T212531_R043_T06VVN_20201005T135652>, <Item id=S2B_MSIL2A_20190712T213539_R086_T06VVN_20201005T131257>, <Item id=S2A_MSIL2A_20190711T211521_R143_T06VVN_20201005T122933>, <Item id=S2B_MSIL2A_20190709T212529_R043_T06VVN_20201005T114804>] \n",
"\n",
"Page 20 items:\n",
"[<Item id=S2A_MSIL2A_20190707T213531_R086_T06VVN_20201005T103624>, <Item id=S2B_MSIL2A_20190706T211519_R143_T06VVN_20201005T102229>, <Item id=S2A_MSIL2A_20190704T212531_R043_T06VVN_20201005T091047>, <Item id=S2B_MSIL2A_20190702T213539_R086_T06VVN_20201005T082751>, <Item id=S2A_MSIL2A_20190701T211521_R143_T06VVN_20201005T074631>, <Item id=S2B_MSIL2A_20190629T212529_R043_T06VVN_20201006T080531>, <Item id=S2A_MSIL2A_20190627T213531_R086_T06VVN_20201006T070226>, <Item id=S2B_MSIL2A_20190626T211519_R143_T06VVN_20201006T065027>, <Item id=S2A_MSIL2A_20190624T212531_R043_T06VVN_20201006T054738>, <Item id=S2A_MSIL2A_20190621T211521_R143_T06VVN_20201006T045841>] \n",
"\n",
"Page 21 items:\n",
"[<Item id=S2B_MSIL2A_20190619T212529_R043_T06VVN_20201006T042203>, <Item id=S2A_MSIL2A_20190617T213531_R086_T06VVN_20201006T032018>, <Item id=S2B_MSIL2A_20190616T211519_R143_T06VVN_20201006T030854>, <Item id=S2A_MSIL2A_20190614T212531_R043_T06VVN_20201006T020654>, <Item id=S2B_MSIL2A_20190612T213539_R086_T06VVN_20201006T012915>, <Item id=S2A_MSIL2A_20190611T211521_R143_T06VVN_20201006T005310>, <Item id=S2B_MSIL2A_20190609T212529_R043_T06VVN_20201106T005748>, <Item id=S2A_MSIL2A_20190607T213531_R086_T06VVN_20201005T231445>, <Item id=S2B_MSIL2A_20190606T211519_R143_T06VVN_20201005T230228>, <Item id=S2A_MSIL2A_20190604T212521_R043_T06VVN_20201005T220035>] \n",
"\n",
"Page 22 items:\n",
"[<Item id=S2B_MSIL2A_20190602T213539_R086_T06VVN_20201005T212241>, <Item id=S2A_MSIL2A_20190601T211521_R143_T06VVN_20201005T204653>] \n",
"\n"
]
}
],
"source": [
"catalog = Client.open(\"https://planetarycomputer.microsoft.com/api/stac/v1\")\n",
"\n",
"search = catalog.search(\n",
" collections=[\"sentinel-2-l2a\"],\n",
" intersects=area_of_interest,\n",
" datetime=time_of_interest,\n",
" limit=10\n",
")\n",
"\n",
"for i, pages in enumerate(search.get_item_collections()):\n",
" print(f\"Page {i} items:\")\n",
" print(pages.items, \"\\n\")\n",
" "
]
}
],
"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": "3.8.12"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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