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added yaml.
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tests/create-pertubations-full.yaml

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description: "develop version of the dataset for a few days and a few variables, once data on mars is cached it should take a few seconds to generate the dataset"
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dataset_status: testing
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purpose: aifs
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name: create-pertubations
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config_format_version: 2
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common:
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mars_request_sfc: &common_sfc
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name: mars
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class: ea
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date: $datetime_format($dates,%Y%m%d)
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time: $datetime_format($dates,%H%M)
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expver: '0001'
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grid: 20.0/20.0
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levtype: sfc
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#param: [2t]
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param: [10u, 10v, 2d, 2t, lsm, msl, sdor, skt, slor, sp, tcw, z]
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mars_request_pl: &common_pl
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name: mars
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class: ea
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date: $datetime_format($dates,%Y%m%d)
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time: $datetime_format($dates,%H%M)
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expver: '0001'
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grid: 20.0/20.0
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levtype: pl
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#param: [q]
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# level: [50, 100]
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param: [q, t, u, v, w, z]
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level: [50, 100, 150, 200, 250, 300, 400, 500, 600, 700, 850, 925, 1000]
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dates: &dates_anchor
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start: 2020-12-30 00:00:00
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end: 2021-01-03 12:00:00
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frequency: 12h
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loop:
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- dates:
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"<<": *dates_anchor
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group_by: monthly
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input:
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dates:
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"<<": *dates_anchor
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join:
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- function:
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name: ensemble_perturbations
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ensembles:
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'<<': *common_sfc
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stream: enda
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type: an
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number: 0/to/9
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center:
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'<<': *common_sfc
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stream: oper
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type: an
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mean:
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'<<': *common_sfc
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stream: enda
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type: em
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- function:
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name: ensemble_perturbations
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ensembles:
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'<<': *common_pl
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stream: enda
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type: an
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number: 0/to/9
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center:
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'<<': *common_pl
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stream: oper
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type: an
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mean:
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'<<': *common_pl
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stream: enda
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type: em
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output:
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chunking: {dates: 1}
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dtype: float32
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flatten_grid: True
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order_by:
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- valid_datetime
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- param_level
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- number
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statistics: param_level
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statistics_end: 2021
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remapping:
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param_level: '{param}_{levelist}'

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