71 aws s3

Loading geospatial datasets from an AWS S3 bucket

Uncomment the following line to install leafmap if needed.

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# %pip install -U leafmap

# %pip install -U leafmap

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# %pip install -U boto3

# %pip install -U boto3

To Be able to run this notebook you'll need to have AWS credential available as environment variables. Uncomment the following lines to set the environment variables.

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# import os
# os.environ["AWS_ACCESS_KEY_ID"] = "YOUR AWS ACCESS ID HERE"
# os.environ["AWS_SECRET_ACCESS_KEY"] = "YOUR AWS ACCESS KEY HERE"

# import os # os.environ["AWS_ACCESS_KEY_ID"] = "YOUR AWS ACCESS ID HERE" # os.environ["AWS_SECRET_ACCESS_KEY"] = "YOUR AWS ACCESS KEY HERE"

In [ ]:

import leafmap

import leafmap

In this example, we will use datasets from the Maxar Open Data Program on AWS.

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BUCKET = "maxar-opendata"
FOLDER = "events/Kahramanmaras-turkey-earthquake-23/"

BUCKET = "maxar-opendata" FOLDER = "events/Kahramanmaras-turkey-earthquake-23/"

List all the datasets in the bucket. Specify a file extension to filter the results if needed.

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items = leafmap.s3_list_objects(BUCKET, FOLDER, ext=".tif")
items[:10]

items = leafmap.s3_list_objects(BUCKET, FOLDER, ext=".tif") items[:10]

Visualize raster datasets from the bucket.

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m = leafmap.Map()
m.add_cog_layer(items[2], name="Maxar")
m

m = leafmap.Map() m.add_cog_layer(items[2], name="Maxar") m

Download a raster dataset from the bucket.

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leafmap.s3_download_file(items[0], outfile="maxar.tif")

leafmap.s3_download_file(items[0], outfile="maxar.tif")

Download a list of raster datasets from the bucket.

In [ ]:

leafmap.s3_download_files(items[:2], outdir="maxar")

leafmap.s3_download_files(items[:2], outdir="maxar")

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Last update: 2023-09-22
Created: 2023-09-22