Instructions to use ecmwf/aifs-ens-1.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- AnemoI
How to use ecmwf/aifs-ens-1.0 with AnemoI:
from anemoi.inference.runners.default import DefaultRunner from anemoi.inference.config.run import RunConfiguration # Create Configuration config = RunConfiguration(checkpoint = {"huggingface":"ecmwf/aifs-ens-1.0"}) # Load Runner runner = DefaultRunner(config) - Notebooks
- Google Colab
- Kaggle
Obtaining all 50 Input Conditions at Once
#9
by shroffr-pw - opened
Has there been a script developed that pulls all 50 ensemble member input states at once by any chance? While the script I generated is able to get all 50 members in about 4-5 minutes by using concurrency, I frequently run into excessive request errors/general bugginess.
When requesting data from opendata you can specify number as a list, and will pull all members at once.
i.e.
import earthkit.data as ekd
ds = ekd.from_source("ecmwf-open-data",
dict(
number = list(range(1, 51)),
param = '2t',
date='-1',
levtype='sfc',
step=0,
stream='enfo',
)
)
hcookie129 changed discussion status to closed