### A Pluto.jl notebook ###
# v1.0.3

using Markdown
using InteractiveUtils

# ╔═╡ 9e7ec612-d4c2-4672-8c45-74816cdbbc30
using Pkg; Pkg.status()

# ╔═╡ 38446abc-d8e6-11f0-8e42-f53ce9814e18
begin
	using MeshArrays
	using CairoMakie, NCDatasets, PlutoUI, Climatology
end

# ╔═╡ 65092d25-a8d0-4ad8-8b2b-e819f5fc8cea
PlutoUI.TableOfContents()

# ╔═╡ e34e50fc-67af-413f-a0d6-0926c06f44ef
md"""## Real Life Example"""

# ╔═╡ d4c9fe68-5b87-4750-9df7-bef589e47da5
SST_processing.download_files(short_demo=true)[1]

# ╔═╡ 35bbfba9-7b7c-47f8-874b-304dcc825560
function read_OISST(; file="",tile=(360,120))
    fil=(!isempty(file) ? file : SST_processing.download_files(short_demo=true)[1])
    ds=Dataset(fil)
	γ = MeshArrays.GridSpec_default(ID=:OISST,tile=tile)
	Γ = GridLoad(γ)
	z = ds["sst"][:,:,1,1]; z[ismissing.(z)].=NaN
	file,ds,Γ,read(z,γ)
end

# ╔═╡ 9c036635-82d0-414d-995a-1944efad9e1e
function query_OISST(ds::NCDatasets.Dataset)
	lon=ds["lon"][:]
	lat=ds["lat"][:]
	k=keys(ds)
	(lon=lon,lat=lat,keys=k)
end

# ╔═╡ e6f9122d-a10b-4ff0-8064-09c899d0b2a0
sst_file,sst_ds,sst_Γ,sst=read_OISST()

# ╔═╡ 0389235a-0f33-4dea-b8c4-dced7f9cb180
query_OISST(sst_ds).keys

# ╔═╡ 993aec2c-6a8b-43e0-9243-cb53a6d130f6
heatmap(sst)

# ╔═╡ 06a1f97a-f88e-49a6-a864-e5774c394a07


# ╔═╡ d579d772-d300-4155-9c99-e3d8ce2343f8


# ╔═╡ 2bb88007-1078-40ca-ac25-cf632a2c157b
md"""## Initial Tests"""

# ╔═╡ d9573736-1b68-4740-a789-26324581f032
function initial_tests()
    γ_1 = MeshArrays.GridSpec_default(MeshArrays.Grids_simple.xy_OISST())
    γ_4 = MeshArrays.GridSpec_default(MeshArrays.Grids_simple.xy_OISST(),tile=(720,360))
    γ_16 = MeshArrays.GridSpec_default(MeshArrays.Grids_simple.xy_OISST(),tile=(360,360))
	
	Γ_1=GridLoad(ID=:OISST,γ_1,option=:minimum)
	Γ_4=GridLoad(ID=:OISST,γ_4,option=:minimum)
	Γ_16=GridLoad(ID=:OISST,γ_16,option=:minimum)
	
	XC_1=Γ_1.XC; YC_1=Γ_1.YC; 
	XC_4=Γ_4.XC; YC_4=Γ_4.YC; 

	# test 1
	
	function to_4_from_tiles(X_in=Γ_1.XC)
	    τ=Tiles(γ_1,360*2,180*2)
	    td=Tiles(τ,X_in)
	    TD=MeshArray(γ_4)
#		println(size(td))
#		println(size(TD))
	    [x[2].=td[x[1]] for x in enumerate(TD.f)]
	    TD
	end

	XC_4_from_tiles,YC_4_from_tiles=try
		XC_4_from_tiles=to_4_from_tiles(Γ_1.XC)
		YC_4_from_tiles=to_4_from_tiles(Γ_1.YC)
		XC_4_from_tiles,YC_4_from_tiles
	catch
		@warn "FAIL : to_4_from_tiles"
		XC_4_from_tiles=[]
		YC_4_from_tiles=[]
		XC_4_from_tiles,YC_4_from_tiles
	end
	
	# test 2
	
	γ=MeshArrays.GridSpec_ones("PeriodicDomain",nF=4,nP=50)
	Γ=GridLoad(γ)
	XC_4_ones=Γ.XC; YC_4_ones=Γ.YC
	
	# test 3
	
	XC_4_from_1=read(Γ_1.XC.f[1],γ_4)
	YC_4_from_1=read(Γ_1.YC.f[1],γ_4)

	(
        XC_4=XC_4,YC_4=YC_4,
        XC_4_from_1=XC_4_from_1,YC_4_from_1=YC_4_from_1,
        XC_4_from_tiles=XC_4_from_tiles,YC_4_from_tiles=YC_4_from_tiles,
        XC_4_ones=XC_4_ones,YC_4_ones=YC_4_ones,
	)
end

# ╔═╡ 46d46588-b7d2-4a87-97f8-73ff8f48914e
a=initial_tests()

# ╔═╡ df9f4c66-891e-4a77-a491-847410fcec9f
[heatmap(a.XC_4_from_1) , heatmap(a.XC_4_from_tiles) , heatmap(a.XC_4_ones)]

# ╔═╡ 2a2fd5db-35fb-4a18-9503-235f4c02896a
[heatmap(a.YC_4_from_1) , heatmap(a.YC_4_from_tiles) , heatmap(a.YC_4_ones)]

# ╔═╡ 6926e46a-9754-4736-81a1-6a65b047ebbe
md"""## Julia Packages"""


# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
Climatology = "9e9a4d37-2d2e-41e3-8b85-f7978328d9c7"
MeshArrays = "cb8c808f-1acf-59a3-9d2b-6e38d009f683"
NCDatasets = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8"

[compat]
CairoMakie = "~0.15.13"
Climatology = "~0.5.19"
MeshArrays = "~0.5.7"
NCDatasets = "~0.14.15"
PlutoUI = "~0.7.83"
"""

# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised

julia_version = "1.12.6"
manifest_format = "2.0"
project_hash = "7f88297de2f69b75711d8ca14e971ce2c6c9cdbd"

[[deps.AbstractFFTs]]
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version = "1.5.0"
weakdeps = ["ChainRulesCore", "Test"]

    [deps.AbstractFFTs.extensions]
    AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
    AbstractFFTsTestExt = "Test"

[[deps.AbstractPlutoDingetjes]]
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version = "1.4.0"

[[deps.AbstractTrees]]
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[[deps.Accessors]]
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    StaticArraysExt = "StaticArrays"
    StructArraysExt = "StructArrays"
    TestExt = "Test"
    UnitfulExt = "Unitful"

    [deps.Accessors.weakdeps]
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    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.Adapt]]
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    AdaptStaticArraysExt = "StaticArrays"

[[deps.AdaptivePredicates]]
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[[deps.AirSeaFluxes]]
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[[deps.AliasTables]]
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[[deps.Artifacts]]
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[[deps.Automa]]
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[[deps.Base64]]
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[[deps.CFTime]]
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[[deps.CRC32c]]
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[[deps.CRlibm]]
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[[deps.CRlibm_jll]]
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[[deps.CSV]]
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git-tree-sha1 = "8d8e0b0f350b8e1c91420b5e64e5de774c2f0f4d"
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[[deps.Cairo]]
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[[deps.CairoMakie]]
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[[deps.Cairo_jll]]
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[[deps.ChunkCodecCore]]
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    [deps.Climatology.weakdeps]
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version = "1.4.2+0"

[[deps.isoband_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "51b5eeb3f98367157a7a12a1fb0aa5328946c03c"
uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
version = "0.2.3+0"

[[deps.libaec_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "60f4792734488db6f42e2c7699f1d4594780bd03"
uuid = "477f73a3-ac25-53e9-8cc3-50b2fa2566f0"
version = "1.1.7+0"

[[deps.libaom_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "850b06095ee71f0135d644ffd8a52850699581ed"
uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
version = "3.13.3+0"

[[deps.libass_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6"
uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
version = "0.17.4+0"

[[deps.libblastrampoline_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
version = "5.15.0+0"

[[deps.libdrm_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libpciaccess_jll"]
git-tree-sha1 = "63aac0bcb0b582e11bad965cef4a689905456c03"
uuid = "8e53e030-5e6c-5a89-a30b-be5b7263a166"
version = "2.4.125+1"

[[deps.libfdk_aac_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df"
uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
version = "2.0.4+0"

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "e51150d5ab85cee6fc36726850f0e627ad2e4aba"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.58+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "libpng_jll"]
git-tree-sha1 = "c1733e347283df07689d71d61e14be986e49e47a"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.5+0"

[[deps.libva_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll", "Xorg_libXfixes_jll", "libdrm_jll"]
git-tree-sha1 = "7dbf96baae3310fe2fa0df0ccbb3c6288d5816c9"
uuid = "9a156e7d-b971-5f62-b2c9-67348b8fb97c"
version = "2.23.0+0"

[[deps.libvorbis_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"]
git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5"
uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
version = "1.3.8+0"

[[deps.libwebp_jll]]
deps = ["Artifacts", "Giflib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libglvnd_jll", "Libtiff_jll", "libpng_jll"]
git-tree-sha1 = "4e4282c4d846e11dce56d74fa8040130b7a95cb3"
uuid = "c5f90fcd-3b7e-5836-afba-fc50a0988cb2"
version = "1.6.0+0"

[[deps.libzip_jll]]
deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "OpenSSL_jll", "XZ_jll", "Zlib_jll", "Zstd_jll"]
git-tree-sha1 = "86addc139bca85fdf9e7741e10977c45785727b7"
uuid = "337d8026-41b4-5cde-a456-74a10e5b31d1"
version = "1.11.3+0"

[[deps.mpif_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIABI_jll", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "TOML"]
git-tree-sha1 = "a8083ee0737c243c8f40a4ba86a0956997facb73"
uuid = "9aeb927a-4695-514f-a259-621a69f20ec0"
version = "0.1.7+0"

[[deps.nghttp2_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
version = "1.64.0+1"

[[deps.p7zip_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
version = "17.7.0+0"

[[deps.s2n_tls_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "64ae051c6f03044eb7d98027d1b552b4e21e650c"
uuid = "cddc5d3d-934d-5d3a-9747-62fc12ea3f48"
version = "1.7.3+0"

[[deps.x264_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
version = "10164.0.1+0"

[[deps.x265_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3"
uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
version = "4.1.0+0"
"""

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