HomemadeDataset

class typhon.datasets.dataset.HomemadeDataset(name=None, **kwargs)[source]

For any dataset created by typhon or its dependencies.

Currently supports only saving to npz, through the save_npz method. Eventually, should also support other file formats, in particular NetCDF.

__init__(*args, **kwargs)[source]

Methods

__init__(*args, **kwargs)

as_xarray_dataset()

combine(my_data, other_obj[, other_data, ...])

Combine with data from other dataset.

find_dir_for_time(dt)

Find the directory containing granules/measurements at (date)time

find_granule_for_time(**kwargs)

Find granule for specific time.

find_granules([dt_start, dt_end, ...])

Yield all granules/measurementfiles in period

find_granules_sorted([dt_start, dt_end, ...])

Yield all granules, sorted by times.

find_most_recent_granule_before(instant, ...)

Find granule covering instant

get_additional_field(M, fld)

Get additional field.

get_info_for_granule(p)

Return dict (re.fullmatch) for granule, based on re

get_mandatory_fields()

get_path_format_variables()

What extra format variables are needed in find_granules?

get_subdir_resolution()

Return the resolution for the subdir precision.

get_time_from_granule_contents(p)

Get datetime objects for beginning and end of granule

get_times_for_granule(p, **kwargs)

For granule stored in path, get start and end times.

iterate_subdirs(d_start, d_end, **extra)

Iterate through all subdirs in dataset.

read([f, fields, pseudo_fields])

Read granule in file and do some other fixes

read_period([start, end, onerror, fields, ...])

Read all granules between start and end, in bulk.

save_npz(path, M)

Save to compressed npz

setlocal()

Set local attributes, from config or otherwise.

verify_mandatory_fields(extra)

Attributes

aliases

basedir

concat_coor

datefields

default_orbit_filters

end_date

granule_cache_file

granule_duration

granules_firstline_db

granules_firstline_file

mandatory_fields

maxsize

my_pseudo_fields

name

re

read_returns

refields

related

section

start_date

stored_name

subdir

time_field

unique_fields

valid_field_values

write_basedir

write_subdir