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A web API example requesting data for several hindcastDates (iterating over several hindcastYears, hindcastMonths and hindcastDays)
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- Let's see how we can change the script above to iterate over several hindcastYears, hindcastMonths and hindcastDays efficiently
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- Each hindcastDate is written into a separate file by setting the variable "target" accordingly.
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- Please note that the objective of this python script is only to demonstrate how to make a MARS request efficient. You need to adapt it to your needs.
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#!/usr/bin/env python from ecmwfapi import ECMWFDataServer server = ECMWFDataServer() def retrieve_data(hindcastDate): target = "target_s2s_%s.grb" % hindcastDate server.retrieve({ "class": "s2", "dataset": "s2s", "date": "2014-05-01", "expver": "prod", "hdate": hindcastDate, "levtype": "sfc", "origin": "babj", "param": "165", "step": "0", "stream": "enfh", "target": target, "time": "00", "type": "cf", }) for hindcastYear in ["2012", "2013"]: for hindcastMonth in ["08", "09"]: for hindcastDay in ["01", "02"]: hindcastDate = hindcastYear+hindcastMonth+hindcastDay retrieve_data(hindcastDate) |
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