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2.3.1 | ||
2.3.2 |
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"""Database ingestion script.""" | ||
import json | ||
import os | ||
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import click | ||
import requests | ||
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DATA_DIR = os.path.join(os.path.dirname(__file__), "setup_data/") | ||
STAC_API_BASE_URL = "http://localhost:8083" | ||
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def load_data(filename): | ||
"""Load json data.""" | ||
with open(os.path.join(DATA_DIR, filename)) as file: | ||
return json.load(file) | ||
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def load_collection(collection_id): | ||
"""Load stac collection into the database.""" | ||
collection = load_data("collection.json") | ||
collection["id"] = collection_id | ||
try: | ||
resp = requests.post(f"{STAC_API_BASE_URL}/collections", json=collection) | ||
if resp.status_code == 200: | ||
print(f"Status code: {resp.status_code}") | ||
print(f"Added collection: {collection['id']}") | ||
elif resp.status_code == 409: | ||
print(f"Status code: {resp.status_code}") | ||
print(f"Collection: {collection['id']} already exists") | ||
except requests.ConnectionError: | ||
click.secho("failed to connect") | ||
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def load_items(): | ||
"""Load stac items into the database.""" | ||
feature_collection = load_data("sentinel-s2-l2a-cogs_0_100.json") | ||
collection = "test-collection" | ||
load_collection(collection) | ||
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for feature in feature_collection["features"]: | ||
try: | ||
feature["stac_extensions"] = [] | ||
feature["stac_version"] = "1.0.0" | ||
feature["collection"] = collection | ||
resp = requests.post( | ||
f"{STAC_API_BASE_URL}/collections/{collection}/items", json=feature | ||
) | ||
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if resp.status_code == 200: | ||
print(f"Status code: {resp.status_code}") | ||
print(f"Added item: {feature['id']}") | ||
elif resp.status_code == 409: | ||
print(f"Status code: {resp.status_code}") | ||
print(f"Item: {feature['id']} already exists") | ||
except requests.ConnectionError: | ||
click.secho("failed to connect") | ||
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load_items() |
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{ | ||
"id":"sentinel-s2-l2a-cogs", | ||
"stac_version":"1.0.0-beta.2", | ||
"description":"Sentinel-2a and Sentinel-2b imagery, processed to Level 2A (Surface Reflectance) and converted to Cloud-Optimized GeoTIFFs", | ||
"links":[ | ||
{"rel":"self","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs"}, | ||
{"rel":"license","href":"https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice"}, | ||
{"rel":"about","href":"https://github.com/stac-utils/stac-sentinel"}, | ||
{"rel":"parent","href":"https://earth-search.aws.element84.com/v0/"}, | ||
{"rel":"root","href":"https://earth-search.aws.element84.com/v0/"}, | ||
{"rel":"items","href":"https://earth-search.aws.element84.com/v0/collections/sentinel-s2-l2a-cogs/items"} | ||
], | ||
"stac_extensions":["item-assets"], | ||
"title":"Sentinel 2 L2A COGs", | ||
"keywords":["sentinel","earth observation","esa"], | ||
"providers":[ | ||
{"name":"ESA","roles":["producer"],"url":"https://earth.esa.int/web/guest/home"}, | ||
{"name":"Sinergise","roles":["processor"],"url":"https://registry.opendata.aws/sentinel-2/"}, | ||
{"name":"AWS","roles":["host"],"url":"http://sentinel-pds.s3-website.eu-central-1.amazonaws.com/"}, | ||
{"name":"Element 84","roles":["processor"],"url":"https://element84.com"} | ||
], | ||
"summaries":{ | ||
"platform":["sentinel-2a","sentinel-2b"], | ||
"constellation":["sentinel-2"], | ||
"instruments":["msi"], | ||
"gsd":[10], | ||
"view:off_nadir":[0] | ||
}, | ||
"item_assets":{ | ||
"thumbnail":{ | ||
"title":"Thumbnail", | ||
"type":"image/png", | ||
"roles":["thumbnail"] | ||
}, | ||
"overview":{ | ||
"title":"True color image", | ||
"type":"image/tiff; application=geotiff; profile=cloud-optimized", | ||
"roles":["overview"], | ||
"gsd":10, | ||
"eo:bands":[ | ||
{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}, | ||
{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}, | ||
{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098} | ||
] | ||
}, | ||
"info":{ | ||
"title":"Original JSON metadata", | ||
"type":"application/json", | ||
"roles":["metadata"] | ||
}, | ||
"metadata":{ | ||
"title":"Original XML metadata", | ||
"type":"application/xml", | ||
"roles":["metadata"] | ||
}, | ||
"visual":{ | ||
"title":"True color image", | ||
"type":"image/tiff; application=geotiff; profile=cloud-optimized", | ||
"roles":["overview"], | ||
"gsd":10, | ||
"eo:bands":[ | ||
{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}, | ||
{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045}, | ||
{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098} | ||
] | ||
}, | ||
"B01":{ | ||
"title":"Band 1 (coastal)", | ||
"type":"image/tiff; application=geotiff; profile=cloud-optimized", | ||
"roles":["data"], | ||
"gsd":60, | ||
"eo:bands":[ | ||
{"name":"B01","common_name":"coastal","center_wavelength":0.4439,"full_width_half_max":0.027} | ||
] | ||
}, | ||
"B02":{ | ||
"title":"Band 2 (blue)", | ||
"type":"image/tiff; application=geotiff; profile=cloud-optimized", | ||
"roles":["data"], | ||
"gsd":10, | ||
"eo:bands":[ | ||
{"name":"B02","common_name":"blue","center_wavelength":0.4966,"full_width_half_max":0.098} | ||
] | ||
}, | ||
"B03":{ | ||
"title":"Band 3 (green)", | ||
"type":"image/tiff; application=geotiff; profile=cloud-optimized", | ||
"roles":["data"], | ||
"gsd":10, | ||
"eo:bands":[ | ||
{"name":"B03","common_name":"green","center_wavelength":0.56,"full_width_half_max":0.045} | ||
] | ||
},"B04":{"title":"Band 4 (red)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B04","common_name":"red","center_wavelength":0.6645,"full_width_half_max":0.038}]},"B05":{"title":"Band 5","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B05","center_wavelength":0.7039,"full_width_half_max":0.019}]},"B06":{"title":"Band 6","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B06","center_wavelength":0.7402,"full_width_half_max":0.018}]},"B07":{"title":"Band 7","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B07","center_wavelength":0.7825,"full_width_half_max":0.028}]},"B08":{"title":"Band 8 (nir)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":10,"eo:bands":[{"name":"B08","common_name":"nir","center_wavelength":0.8351,"full_width_half_max":0.145}]},"B8A":{"title":"Band 8A","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B8A","center_wavelength":0.8648,"full_width_half_max":0.033}]},"B09":{"title":"Band 9","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":60,"eo:bands":[{"name":"B09","center_wavelength":0.945,"full_width_half_max":0.026}]},"B11":{"title":"Band 11 (swir16)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B11","common_name":"swir16","center_wavelength":1.6137,"full_width_half_max":0.143}]},"B12":{"title":"Band 12 (swir22)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"],"gsd":20,"eo:bands":[{"name":"B12","common_name":"swir22","center_wavelength":2.22024,"full_width_half_max":0.242}]},"AOT":{"title":"Aerosol Optical Thickness (AOT)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"]},"WVP":{"title":"Water Vapour (WVP)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"]},"SCL":{"title":"Scene Classification Map (SCL)","type":"image/tiff; application=geotiff; profile=cloud-optimized","roles":["data"]}},"extent":{"spatial":{"bbox":[[-180,-90,180,90]]},"temporal":{"interval":[["2015-06-27T10:25:31.456000Z",null]]}},"license":"proprietary"} |
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"""library version.""" | ||
__version__ = "2.3.1" | ||
__version__ = "2.3.2" |