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max-ard CLI

ARD Data Tools

The CLI offers several tools for working with ARD data stored in S3 or locally.

max-ard storage

The base command for storage tools. Run this by itself to see all of the storage subcommands.

max-ard storage init

Usage: max-ard storage init LOCATION

Creates an S3 bucket if LOCATION does not exist, then authorizes the ARD data writer by adding a PutObject statement to the bucket policy of LOCATION. The Object Ownership policy is also set to Bucket Owner Preferred so that ARD objects are in full control of the bucket owner.

If the bucket already exists:

% max-ard storage init my-ard-bucket
Bucket exists at my-ard-bucket
Added ARD writer policy to bucket
Object Ownership set to Bucket Owner Preferred
If the bucket does not exist:

% max-ard storage init my-ard-bucket
Created bucket my-ard-bucket
Added ARD writer policy to bucket
Object Ownership set to Bucket Owner Preferred

max-ard storage revoke

Usage: max-ard storage revoke LOCATION

Removes the statement granting PutObject permission to the ARD writer from the bucket LOCATION policy. Does not change 'Object Ownership'.

% max-ard storage revoke my-ard-bucket
Removed ARD writer policy from bucket

max-ard storage describe

Usage: max-ard storage describe LOCATION

Returns info about ARD tiles store in LOCATION. Location can be S3 or local. Without any format options, returns a basic summary of contents. Can also create a QGIS layer files for the ARD files.

  • --dest File path to save output
  • --format Format to output to stdout, ignored if --dest is used
  • --aoi Geometry to filter tiles to, only WKT supported.
  • --cat_id Limit result to this Catalog ID (can use more than once)
  • --zone Limit tiles to those in this zone. Can be used multiple times. This option can speed up scan time of large collections.
  • --earliest_date Return results from on or after this date (YYYY-MM-DD)
  • --latest_date Return results from this date or earlier (YYYY-MM-DD
  • --profile Use this AWS named profile for AWS access
  • --public Use non-authenticated access to access a public AWS bucket

The following example uses sample ARD data:

% max-ard storage describe s3://maxar-ard-samples/sample-001/
Examining ARD data in s3://maxar-ard-samples/sample-001/...
4 acquisitions
8 tiles
Earliest date: 2016-02-21
Latest date: 2020-10-22
UTM zone: 10

To generate a QGIS layer definition of the files stored in S3, add --dest and a file path. We also use the option --public here since we are accessing the public ARD sample datasets.

% max-ard storage describe s3://maxar-ard-samples/sample-001/ --public --dest san_francisco.qlr

Use --format instead to stream the output to stdout.

% max-ard storage describe s3://maxar-ard-samples/sample-001/ --public --format qlr > san_francisco.qlr

This will create a QGIS layer for every acquisition with subdirectories for each grid cell. Each cell then has a layer group for each acquisition which includes layers for the visual ARD tile, mask polygons, and the STAC metadata feature. If a mask source is empty and has no features, it will not be included in the export.

QGIS layers generated for ARD files

The layers are linked directly to the source files. If they are in S3 they will read directly from the cloud.

Note: QGIS layers files with large amounts of tiles can be slow to generate and even slower to open in QGIS. You may want to limit the number of layers generated using an AOI or date range.

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