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) – 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.
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