### A Pluto.jl notebook ###
# v0.19.40

using Markdown
using InteractiveUtils

# ╔═╡ e758152c-b53b-402a-843c-ce2b6c4e33a7
begin
	using YAXArrays, Zarr, NetCDF, EarthDataLab
	using OceanStateEstimation
	
	get_occa_variable_if_needed("DDetan")
	get_ecco_variable_if_needed("ETAN")

	"Done with packages and test files"
end

# ╔═╡ bc2cd246-4592-484d-8cf3-7385024ff495
md"""
## [YAXArrays.jl](https://github.com/JuliaDataCubes/YAXArrays.jl) : _Yet Another XArray-like Julia Package_

1. reproduce example from the YAXArrays Docs
2. apply to NetCDF files on different grids
3. saving YAXArrays to file
"""

# ╔═╡ b5db84bd-ed81-45dc-a073-e959dc6ca66d
md"""### 1. example from the YAXArrays Docs (Zarr)"""

# ╔═╡ 398e9ec4-32d4-11ed-3808-5d5ea10d29a6
begin
	c = esdc(res="low")
	europe = subsetcube(c, region="Europe", time=2000:2016,
		Variable=["air_temperature_2m", "net_ecosystem", "surface_moisture"])
end

# ╔═╡ a1d8d423-b9a7-4805-b79f-f8a454a5b6de
md"""### 2. examples with Netcdf files (CF compliant)""" 

# ╔═╡ ceb4dfee-9bd0-48fd-8ab0-e1efbc50bd8d
begin
	file1=joinpath(OceanStateEstimation.ScratchSpaces.ECCO,"ETAN","ETAN.0007.nc")
	ds=open_dataset(file1,driver=:netcdf)

	ETAN=ds["ETAN"]
	subsetcube(ETAN,i1=1)
end

# ╔═╡ e6b2c7fd-b9f5-4405-ba12-e9366232739b
begin
	file2=joinpath(OceanStateEstimation.ScratchSpaces.OCCA,"DDetan.0406clim.nc")
	OCCA=Cube(open_dataset(file2,driver=:netcdf))
	
	OCCA_K = map(OCCA) do x
		x + 273.15
	end
	
	subsetcube(OCCA, Latitude_t=17.89)
end

# ╔═╡ ec44bc5a-c714-4800-9887-d7bd61725ed7
md"""### 3. Saving YAXArrays to file

Two output formats are supported : NetCDF and Zarr
"""

# ╔═╡ 68a0e864-d06a-41ba-8162-c8a6b7366940
begin
	p1 = string(tempname(), ".zarr")
	savecube(OCCA, p1, backend = :zarr)			
end

# ╔═╡ c3e282fa-c7ed-4a79-94f9-87b0878805ce
begin
	p2 = string(tempname(), ".nc")
	savecube(OCCA, p2, backend = :netcdf)
end

# ╔═╡ 00000000-0000-0000-0000-000000000001
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[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.8.0+1"

[[deps.libevent_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "OpenSSL_jll"]
git-tree-sha1 = "f04ec6d9a186115fb38f858f05c0c4e1b7fc9dcb"
uuid = "1080aeaf-3a6a-583e-a51c-c537b09f60ec"
version = "2.1.13+1"

[[deps.libsodium_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "848ab3d00fe39d6fbc2a8641048f8f272af1c51e"
uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
version = "1.0.20+0"

[[deps.libzip_jll]]
deps = ["Artifacts", "Bzip2_jll", "GnuTLS_jll", "JLLWrappers", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
git-tree-sha1 = "3282b7d16ae7ac3e57ec2f3fa8fafb564d8f9f7f"
uuid = "337d8026-41b4-5cde-a456-74a10e5b31d1"
version = "1.10.1+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.52.0+1"

[[deps.p7zip_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.4.0+2"

[[deps.prrte_jll]]
deps = ["Artifacts", "Hwloc_jll", "JLLWrappers", "Libdl", "PMIx_jll", "libevent_jll"]
git-tree-sha1 = "5adb2d7a18a30280feb66cad6f1a1dfdca2dc7b0"
uuid = "eb928a42-fffd-568d-ab9c-3f5d54fc65b9"
version = "3.0.2+0"
"""

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