Run subset by time operation

Rooki calls climate data operations on the rook processing service.

import os
os.environ['ROOK_URL'] = 'http://rook.dkrz.de/wps'

from rooki import rooki

parameters of subset operation

rooki.subset?

data inventory

https://github.com/cp4cds/c3s_34g_manifests/tree/master/inventories

using: https://github.com/cp4cds/c3s_34g_manifests/blob/master/inventories/c3s-cmip6/c3s-cmip6_v20210126.yml

run subset

resp = rooki.subset(
    collection='c3s-cmip6.ScenarioMIP.INM.INM-CM5-0.ssp245.r1i1p1f1.day.tas.gr1.v20190619',
    time='2016-01-01/2016-12-30',
)
resp.ok

show metalink output

resp.url

print(resp.xml)

Size in MBytes

resp.size_in_mb

URLs in metalink document …

resp.download_urls()

download files …

resp.download()

… and open with xarray

dsets = resp.datasets()

ds = dsets[0]
ds

ds.attrs

provenance

prov_plot_url = resp.provenance_image()
prov_plot_url

from IPython.display import Image
Image(prov_plot_url)