intake_stac.StacCatalog¶
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class
intake_stac.
StacCatalog
(stac_obj, **kwargs)[source]¶ Intake Catalog represeting a STAC Catalog
A Catalog that references a STAC catalog at some URL and constructs an intake catalog from it, with opinionated choices about the drivers that will be used to load the datasets. In general, the drivers are:
- netcdf
- rasterio
- xarray_image
- textfiles
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__init__
(self, stac_obj, **kwargs)¶ Initialize the catalog.
Parameters: - stac_obj: stastac.Thing
A satstac.Thing pointing to a STAC object
- kwargs : dict, optional
Passed to intake.Catolog.__init__
Methods
__init__
(self, stac_obj, \*\*kwargs)Initialize the catalog. close
(self)Close open resources corresponding to this data source. discover
(self)Open resource and populate the source attributes. export
(self, path, \*\*kwargs)Save this data for sharing with other people filter
(self, func)Create a Catalog of a subset of entries based on a condition force_reload
(self)Imperative reload data now from_dict
(entries, \*\*kwargs)Create Catalog from the given set of entries from_url
(url, \*\*kwargs)Initialize the catalog from a STAC url. get_persisted
(self)items
(self)Get an iterator over (key, value) tuples for the catalog entries. persist
(self[, ttl])Save data from this source to local persistent storage pop
(self, key)Remove entry from catalog and return it read
(self)Load entire dataset into a container and return it read_chunked
(self)Return iterator over container fragments of data source read_partition
(self, i)Return a part of the data corresponding to i-th partition. reload
(self)Reload catalog if sufficient time has passed save
(self, url[, storage_options])Output this catalog to a file as YAML search
(self, text[, depth])serialize
(self)Serialize the catalog to yaml. set_cache_dir
(self, cache_dir)to_dask
(self)Return a dask container for this data source to_spark
(self)Provide an equivalent data object in Apache Spark walk
(self[, sofar, prefix, depth])Get all entries in this catalog and sub-catalogs yaml
(self[, with_plugin])Return YAML representation of this data-source Attributes
cache_dirs
classname
container
datashape
description
gui
has_been_persisted
hvplot
Returns a hvPlot object to provide a high-level plotting API. is_persisted
kwargs
name
partition_access
plot
Returns a hvPlot object to provide a high-level plotting API. plots
List custom associated quick-plots version