Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

Info
titleThe objective:

To help users to improve S2S CMA MARS requests performance. via the WebAPI

(lightbulb) A good understanding of the MARS efficiency issues is essential especially for users that are interested in downloading large amounts of data.

 

How the S2S data is organised in general in MARS?

Info

In general it is organised, as a huge tree, with the indentation below, showing different levels down that tree:

  • centre (CMA, ECMWF, NCEP, JMA, ...)
    • realtime or reforecast
      •  type of data (control forecast or perturbed forecast)
        • type of level (single level or pressure level or potential  temperature)
          • Hdates HindcastDates (20152014-01-01 or 20152014-01-0502 or 20152014-01-0803, ...)
            •  time-steps
              • members (for perturbed forecast)
                • levels (for pl or pt)
                  • parameters


(lightbulb) The idea is to have in request as much data as possible from the same tape file, all time-steps, all members, all parameters for a type of level, a type, a HdateHindcastDate

What would be the natural way to group requests?

Info

Following the previous paragraph,  the natural way to group requests would be:
all parameters, all levels, all members, all time-steps for 1 HdateHindcastDate.

(warning) Note the following:

  1. 'all' means 'all' that the user wants. It doesn't have to be all parameters.
  2. If a user is interested only on z500,  he may request more Hdates HindcastDates in one go, since the overall request will not be so big.

 What is the best approach to loop over several

...

HindcastDates  for a CMA request?

Info
titleThe main idea in brief:
for HdateHindcastDate in HdateHindcastDate-list
     s2S-request(Hdate)

An example to request Control forecast, pressure levels from 2010-03-01 to 2010-03-31

Info
titleThe main idea in brief:
for each Hdate from (eg, 2010-03-01 to 2010-03-31)
s2S-request(Hdate)

...

     S2S-request

...

(HindcastDate)


What is the best approach to get all

...

HindcastDays for several

...

HindcastYears ?

...

The

...

best

...

approach

...

is

...

to

...

iterate

...

over

...

the

...

Hyears

...

you

...

wish.

...

For

...

each

...

Hyear

...

iterate

...

over

...

all

...

Hmonths

...

and

...

for

...

each

...

Hmonth

...

iterate

...

over

...

all

...

its

...

Hdays.

...

What is the best approach to get all Hdays for several Hyears and Hmonths  and for several hindcasts ?

Info
titleThe main idea in brief:
for HyearHindcastYear in HyearsHindcastYears 
for HmonthHindcastMonth in HyearHindcastYear
for HdaysHindcastDay in HmonthHindcastMonth
HdateHindcastDate = HyearHindcastYear-HmonthHindcastMonth-HdayHindcastDays
                 s2S-request(HdateHindcastDate)
 

An example to request Control forecast,

...

single level, for

...

HindcastYears 2010

...

to 2014 for 2

...

HindcastMonths  (eg April and June)

Info
titleThe main idea in brief:
for each HyearHindcastYear from 2010 to 2014
    for HmonthHindcastMonth in April04, June06
        for HdayHindcastDay in HmonthHindcastMonth
             HdateHindcastDate = HyearHindcastYear-HmonthHindcastMonth-HdayHindcastDay
             s2S-request(HdateHindcastDate)