A no-dependency Python package for STAC, using Rust under the hood.

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  • License: Apache Software License, MIT License (MIT OR Apache-2.0)
  • Tags stac, geospatial
  • Requires: Python >=3.8
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Project description

stacrs

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A no-dependency Python package for STAC, using Rust under the hood.

Usage

Install via pip:

pip install stacrs

Then:

import stacrs

# Search a STAC API
items = stacrs.search(
    "https://landsatlook.usgs.gov/stac-server",
    collections="landsat-c2l2-sr",
    intersects={"type": "Point", "coordinates": [-105.119, 40.173]},
    sortby="-properties.datetime",
    max_items=100,
)

# Write items to a stac-geoparquet file
stacrs.write("items.parquet", items)

# Read items from a stac-geoparquet file as an item collection
item_collection = stacrs.read("items.parquet")

# Use `search_to` for better performance if you know you'll be writing the items
# to a file
stacrs.search_to(
    "items.parquet",
    "https://landsatlook.usgs.gov/stac-server",
    collections="landsat-c2l2-sr",
    intersects={"type": "Point", "coordinates": [-105.119, 40.173]},
    sortby="-properties.datetime",
    max_items=100,
)

See the API documentation for details.

pystac

If pystac is present, stacrs.pystac provides functions that take pystac objects as their inputs and outputs:

import pystac
import stacrs.pystac

item = pystac.read_file("item.json")
stacrs.pystac.validate(item)

items = list(stacrs.pystac.search(...))

You can install pystac with stacrs via an optional dependency:

pip install 'stacrs[pystac]'

Comparisons

This package (intentionally) has limited functionality, as it is not intended to be a replacement for existing Python STAC packages. pystac is a mature Python library with a significantly richer API for working with STAC objects. For querying STAC APIs, pystac-client is more feature-rich than our simplistic stacrs.search.

That being said, it is hoped that stacrs will be a nice complement to the existing Python STAC ecosystem by providing a no-dependency package with unique capabilities, such as searching directly into a stac-geoparquet file.

Other info

This package is part of the stac-rs monorepo, see its README for contributing and license information.

Project details

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  • License: Apache Software License, MIT License (MIT OR Apache-2.0)
  • Tags stac, geospatial
  • Requires: Python >=3.8
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