rex.multi_time_resource.MultiTimeH5

class MultiTimeH5(h5_path, res_cls=<class 'rex.resource.Resource'>, hsds=False, hsds_kwargs=None, **res_cls_kwargs)[source]

Class to handle h5 Resources stored over multiple temporal files

Parameters:

h5_path (str | list) – Unix shell style pattern path with * wildcards to multi-file resource file sets. Files must have the same coordinates but can have different datasets or time indexes. Can also be an explicit list of multi time files, which themselves can contain * wildcards.
res_cls (obj) – Resource class to use to open and access resource data
hsds (bool) – Boolean flag to use h5pyd to handle .h5 ‘files’ hosted on AWS behind HSDS
hsds_kwargs (dict, optional) – Dictionary of optional kwargs for h5pyd, e.g., bucket, username, password, by default None
res_cls_kwargs (dict, optional) – Kwargs for res_cls

Methods

Close all h5py.File instances

Attributes

`attrs`	Global .h5 file attributes sourced from first .h5 file
`datasets`	Available datasets
`files`	Available file paths
`h5`	open h5 file handler for a single .h5 file
`h5_files`	.h5 files data is being sourced from
`resource_datasets`	Available resource datasets
`shape`	Dataset shape (time, sites)
`time_index`	Multi-year datetime index

property attrs

Global .h5 file attributes sourced from first .h5 file

property files

Available file paths

property h5_files

.h5 files data is being sourced from

property h5

open h5 file handler for a single .h5 file

property datasets

Available datasets

property resource_datasets

Available resource datasets

property shape

Dataset shape (time, sites)

property time_index

Multi-year datetime index