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The request below is for control forecast, sfc all members of the perturbed forecast, 10 meter U and V wind components, for all time-steps and for model version 2014-05-01

#!/usr/bin/env python
from ecmwfapi import ECMWFDataServer
modelVersionDate = "2014-05-01"
hindcastDate = "2014-04-01"  # The selected hindcast date
server = ECMWFDataServer()
server.retrieve({
    "class": "s2",
    "dataset": "s2s",
    "date": modelVersionDate,
    "expver": "prod",
    "hdate": hindcastDate, 
    "levtype": "sfc",
    "origin": "babj",
    "param": "165/166",
    "step": "024/to/1440/by/24",
    "stream": "enfh",
    "target": "data.cfpf.sfc",
    "time": "00",
    "number": "1/2/3",
    "type": "cfpf",
})