podpac.datalib.Sentinel2

class podpac.datalib.Sentinel2(**kwargs: Any)[source]

Bases: SatUtils

Sentinel 2 on AWS OpenData https://registry.opendata.aws/sentinel-2/

Leverages sat-utils (https://github.com/sat-utils) developed by Development Seed.

Note this data source requires the requester to pay, so you must set podpac settings[“AWS_REQUESTER_PAYS”] = True

Parameters:

asset (str, optional) – Asset to download from the satellite image. For Sentinel2, this includes: ‘tki’,’B01’,’B02’,’B03’,’B04’,’B05’,’B06’,’B07’,’B08’,’B8A’,’B09’,’B10’,’B11’,’B12 The asset must be a band name or a common extension name, see https://github.com/radiantearth/stac-spec/tree/master/extensions/eo See also the Assets section of this tutorial: https://github.com/sat-utils/sat-stac/blob/master/tutorial-2.ipynb
query (dict, optional) – Dictionary of properties to query on, supports eq, lt, gt, lte, gte Passed through to the sat-search module. See https://github.com/sat-utils/sat-search/blob/master/tutorial-1.ipynb Defaults to None
min_bounds_span (dict, optional) – Default is {}. When specified, gives the minimum bounds that will be used for a coordinate in the query, so it works properly. If a user specified a lat, lon point, the query may fail since the min/max values for lat/lon are the same. When specified, these bounds will be padded by the following for latitude (as an example): [lat - min_bounds_span[‘lat’] / 2, lat + min_bounds_span[‘lat’] / 2]

Alternative Constructors

`from_definition`(definition)	Create podpac Node from a dictionary definition.
`from_json`(s)	Create podpac Node from a JSON definition.

Methods

`__init__`(**kwargs)	Do not overwrite me
`composite`(coordinates, data_arrays[, result])	Composites data_arrays (tiles) into a single result.
`create_output_array`(coords[, data, attrs, ...])	Initialize an output data array
`eval`(coordinates, **kwargs)	Wraps the super Node.eval method in order to cache with the correct coordinates.
`eval_group`(group)	Evaluate the node for each of the coordinates in the group.
`find_coordinates`()	Get the available coordinates for the Node.
`from_name_params`(name[, params])	Create podpac Node from a WMS/WCS request.
`from_url`(url)	Create podpac Node from a WMS/WCS request.
`get_bounds`([crs])	Get the full available coordinate bounds for the Node.
`get_cache`(key[, coordinates])	Get cached data for this node.
`get_source_data`([bounds])	Get composited source data, without interpolation.
`get_ui_spec`([help_as_html])	Get spec of node attributes for building a ui
`has_cache`(key[, coordinates])	Check for cached data for this node.
`init`()	Overwrite this method if a node needs to do any additional initialization after the standard initialization.
`iteroutputs`(coordinates[, _selector])	Summary
`load`(path)	Create podpac Node from file.
`probe`([lat, lon, time, alt, crs])	Evaluates every part of a node / pipeline at a point and records which nodes are actively being used.
`put_cache`(data, key[, coordinates, expires, ...])	Cache data for this node.
`rem_cache`(key[, coordinates, mode])	Clear cached data for this node.
`save`(path)	Write node to file.
`search`(coordinates)	Query data from sat-utils interface within PODPAC coordinates
`select_sources`(coordinates[, _selector])
`trait_defaults`(names, *metadata)	Return a trait's default value or a dictionary of them
`trait_has_value`(name)	Returns True if the specified trait has a value.
`trait_is_defined`(name)
`trait_values`(**metadata)	A `dict` of trait names and their values.

Attributes

`anon`	A boolean (True, False) trait.
`asset`	A trait for unicode strings.
`attrs`	List of node attributes
`auto_outputs`	A boolean (True, False) trait.
`aws_access_key_id`	A trait for unicode strings.
`aws_client_kwargs`	An instance of a Python dict.
`aws_region_name`	A trait for unicode strings.
`aws_requester_pays`	A boolean (True, False) trait.
`aws_secret_access_key`	A trait for unicode strings.
`base_ref`	Default reference/name in node definitions
`cache_ctrl`	A trait whose value must be an instance of a specified class.
`cache_output`	A boolean (True, False) trait.
`collection`
`config_kwargs`	An instance of a Python dict.
`definition`
`dims`	An instance of a Python list.
`dtype`	An enum whose value must be in a given sequence.
`force_eval`	A boolean (True, False) trait.
`hash`
`interpolation`
`json`	Definition for this node in JSON format.
`json_pretty`	Definition for this node in JSON format, with indentation suitable for display.
`min_bounds_span`	An instance of a Python dict.
`multithreading`	A boolean (True, False) trait.
`output`	A trait for unicode strings.
`outputs`	An instance of a Python list.
`query`	An instance of a Python dict.
`s3`
`source_coordinates`	A trait whose value must be an instance of a specified class.
`sources`	An instance of a Python list.
`stac_api_url`	A trait for unicode strings.
`style`	A trait whose value must be an instance of a specified class.
`units`	A trait for unicode strings.

Members:

__init__(**kwargs): Do not overwrite me

collection = 'sentinel-s2-l1c'