podpac.algorithm.GroupReduce¶

class podpac.algorithm.GroupReduce(**kwargs)[source]¶

Bases: podpac.core.algorithm.algorithm.UnaryAlgorithm

Group a time-dependent source node and then compute a statistic for each result.

custom_reduce_fn¶

required if reduce_fn is ‘custom’.

groupby¶

datetime sub-accessor. Currently ‘dayofyear’ is the enabled option.

reduce_fn¶

builtin xarray groupby reduce function, or ‘custom’.

source¶

Source node

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
`create_output_array`(coords[, data, attrs])	Initialize an output data array
`eval`(coordinates, **kwargs)	Evaluate the node at the given coordinates.
`eval_group`(group)	Evaluate the node for each of the coordinates in the group.
`find_coordinates`()	Get the available coordinates for the inputs to the Node.
`from_url`(url)	Create podpac Node from a WMS/WCS request.
`get_cache`(key[, coordinates])	Get cached data for this node.
`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.
`load`(path)	Create podpac Node from file.
`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.
`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

`attrs`	List of node attributes
`base_ref`	Default node 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.
`coordinates_source`
`custom_reduce_fn`	A trait which allows any value.
`definition`
`dtype`	A trait which allows any value.
`force_eval`	A boolean (True, False) trait.
`groupby`	An enum of strings where the case should be ignored.
`hash`	hash for this node, used in caching and to determine equality.
`inputs`
`json`	Definition for this node in JSON format.
`json_pretty`	Definition for this node in JSON format, with indentation suitable for display.
`output`	A trait for unicode strings.
`outputs`	An instance of a Python list.
`reduce_fn`	An enum of strings where the case should be ignored.
`source`
`style`	A trait whose value must be an instance of a specified class.
`units`	A trait for unicode strings.

property base_ref¶

Default node reference/name in node definitions