update

Reviewed-on: #5

Manifest.toml

@@ -1,8 +1,44 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.12.6"
+julia_version = "1.12.7"
 manifest_format = "2.0"
-project_hash = "866f6d0804412d52eacd6423616500484f0060f0"
+project_hash = "58b7a51dc4ee3f795ff0257a13ffaace09aa4e20"
+
+[[deps.AWS]]
+deps = ["Base64", "Compat", "Dates", "Downloads", "GitHub", "HTTP", "IniFile", "JSON", "MD5", "Mocking", "OrderedCollections", "Random", "SHA", "ScopedValues", "Sockets", "URIs", "UUIDs", "XMLDict"]
+git-tree-sha1 = "842075b12a7f763c5f815a04037a99b6ac346df9"
+uuid = "fbe9abb3-538b-5e4e-ba9e-bc94f4f92ebc"
+version = "1.99.0"
+
+[[deps.AWSS3]]
+deps = ["AWS", "ArrowTypes", "Base64", "Compat", "Dates", "EzXML", "FilePathsBase", "HTTP", "MbedTLS", "Mocking", "OrderedCollections", "Retry", "SymDict", "URIs", "UUIDs", "XMLDict"]
+git-tree-sha1 = "af99cea71364c8c4483405a6b03697d197ab4d3b"
+uuid = "1c724243-ef5b-51ab-93f4-b0a88ac62a95"
+version = "0.11.6"
+
+[[deps.Accessors]]
+deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "MacroTools"]
+git-tree-sha1 = "7063ad1083578215c7c4bf410368150abe8d5524"
+uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+version = "0.1.45"
+
+    [deps.Accessors.extensions]
+    AxisKeysExt = "AxisKeys"
+    IntervalSetsExt = "IntervalSets"
+    LinearAlgebraExt = "LinearAlgebra"
+    StaticArraysExt = "StaticArrays"
+    StructArraysExt = "StructArrays"
+    TestExt = "Test"
+    UnitfulExt = "Unitful"
+
+    [deps.Accessors.weakdeps]
+    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.AliasTables]]
 deps = ["PtrArrays", "Random"]
@@ -14,6 +50,12 @@ version = "1.1.3"
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
 version = "1.1.2"
 
+[[deps.ArnoldiMethod]]
+deps = ["LinearAlgebra", "Random", "StaticArrays"]
+git-tree-sha1 = "d57bd3762d308bded22c3b82d033bff85f6195c6"
+uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
+version = "0.4.0"
+
 [[deps.Arrow]]
 deps = ["ArrowTypes", "BitIntegers", "CodecLz4", "CodecZstd", "ConcurrentUtilities", "DataAPI", "Dates", "EnumX", "Mmap", "PooledArrays", "SentinelArrays", "StringViews", "Tables", "TimeZones", "TranscodingStreams", "UUIDs"]
 git-tree-sha1 = "4a69a3eadc1f7da78d950d1ef270c3a62c1f7e01"
@@ -45,15 +87,20 @@ git-tree-sha1 = "6863c5b7fc997eadcabdbaf6c5f201dc30032643"
 uuid = "e1450e63-4bb3-523b-b2a4-4ffa8c0fd77d"
 version = "1.2.2"
 
+[[deps.CEnum]]
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
+uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
+version = "0.5.0"
+
 [[deps.CRC32c]]
 uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
 version = "1.11.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
-git-tree-sha1 = "8d8e0b0f350b8e1c91420b5e64e5de774c2f0f4d"
+git-tree-sha1 = "abed1e735dd4152f48c90cf0767e1790e25f332f"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.16"
+version = "0.10.17"
 
 [[deps.CodeTracking]]
 deps = ["InteractiveUtils", "REPL", "UUIDs"]
@@ -75,9 +122,9 @@ version = "0.4.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9"
+git-tree-sha1 = "970758a3d591a2a5c2a907c53f2e2f8c1b1d3537"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.8"
+version = "0.7.9"
 
 [[deps.CodecZstd]]
 deps = ["TranscodingStreams", "Zstd_jll"]
@@ -85,6 +132,12 @@ git-tree-sha1 = "da54a6cd93c54950c15adf1d336cfd7d71f51a56"
 uuid = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
 version = "0.8.7"
 
+[[deps.CommonSolve]]
+deps = ["PrecompileTools"]
+git-tree-sha1 = "6c389fa857f6ca5a95474b52a52023fd77f24cb7"
+uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
+version = "0.2.14"
+
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
 git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
@@ -103,18 +156,47 @@ version = "0.1.1"
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.3.0+1"
+version = "1.3.1+2"
+
+[[deps.CompositionsBase]]
+git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
+uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
+version = "0.1.2"
+weakdeps = ["InverseFunctions"]
+
+    [deps.CompositionsBase.extensions]
+    CompositionsBaseInverseFunctionsExt = "InverseFunctions"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "21d088c496ea22914fe80906eb5bce65755e5ec8"
+git-tree-sha1 = "3c9be947934c38475bafe822c6d61aaed17f0738"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.5.1"
+version = "2.6.0"
+
+[[deps.ConstructionBase]]
+git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
+uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+version = "1.6.0"
+
+    [deps.ConstructionBase.extensions]
+    ConstructionBaseIntervalSetsExt = "IntervalSets"
+    ConstructionBaseLinearAlgebraExt = "LinearAlgebra"
+    ConstructionBaseStaticArraysExt = "StaticArrays"
+
+    [deps.ConstructionBase.weakdeps]
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
+git-tree-sha1 = "54b76cbb40d9a0f5368c880725b2f141da77c94f"
 uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
+version = "4.2.0"
+
+[[deps.DBInterface]]
+git-tree-sha1 = "265d7f87f329c063cbde41920f9d00713a43cedd"
+uuid = "a10d1c49-ce27-4219-8d33-6db1a4562965"
+version = "2.7.0"
 
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
@@ -129,9 +211,9 @@ version = "1.8.2"
 
 [[deps.DataStructures]]
 deps = ["OrderedCollections"]
-git-tree-sha1 = "6fb53a69613a0b2b68a0d12671717d307ab8b24e"
+git-tree-sha1 = "b0bc6d2cad1fed8b7fd59a1551a991cb3d2809e6"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.19.5"
+version = "0.19.6"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -143,20 +225,46 @@ deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 version = "1.11.0"
 
+[[deps.Decimals]]
+git-tree-sha1 = "e98abef36d02a0ec385d68cd7dadbce9b28cbd88"
+uuid = "abce61dc-4473-55a0-ba07-351d65e31d42"
+version = "0.4.1"
+
+[[deps.Distances]]
+deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
+git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.10.12"
+
+    [deps.Distances.extensions]
+    DistancesChainRulesCoreExt = "ChainRulesCore"
+    DistancesSparseArraysExt = "SparseArrays"
+
+    [deps.Distances.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
+[[deps.Distributed]]
+deps = ["Random", "Serialization", "Sockets"]
+uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
+
 [[deps.Distributions]]
-deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "Roots", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "96f76dcd6cc75cf8eb49109123868499d413f526"
+git-tree-sha1 = "a958ab3a40c755563f5e1405c0846cb0446bf19d"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.126"
+version = "0.25.131"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsSparseConnectivityTracerExt = "SparseConnectivityTracer"
     DistributionsTestExt = "Test"
 
     [deps.Distributions.weakdeps]
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
+    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
@@ -175,33 +283,37 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.7"
 
 [[deps.ExprTools]]
-git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
+git-tree-sha1 = "d2e49e7efd29719d6f28b891b0e0e159daa9d2b4"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
-version = "0.1.10"
+version = "0.1.11"
+
+[[deps.EzXML]]
+deps = ["Printf", "XML2_jll"]
+git-tree-sha1 = "7ea1aa5869e2626ccae84480e4f37185bc6f41d3"
+uuid = "8f5d6c58-4d21-5cfd-889c-e3ad7ee6a615"
+version = "1.2.3"
 
 [[deps.FilePathsBase]]
 deps = ["Compat", "Dates"]
 git-tree-sha1 = "3bab2c5aa25e7840a4b065805c0cdfc01f3068d2"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
 version = "0.9.24"
+weakdeps = ["Mmap", "Test"]
 
     [deps.FilePathsBase.extensions]
     FilePathsBaseMmapExt = "Mmap"
     FilePathsBaseTestExt = "Test"
 
-    [deps.FilePathsBase.weakdeps]
-    Mmap = "a63ad114-7e13-5084-954f-fe012c677804"
-    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
-
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "2f979084d1e13948a3352cf64a25df6bd3b4dca3"
+git-tree-sha1 = "5bad39456d9f0166184fce2248783dd9862645c1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.16.0"
+version = "1.17.0"
+weakdeps = ["PDMats", "SparseArrays", "StaticArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
     FillArraysPDMatsExt = "PDMats"
@@ -209,30 +321,47 @@ version = "1.16.0"
     FillArraysStaticArraysExt = "StaticArrays"
     FillArraysStatisticsExt = "Statistics"
 
-    [deps.FillArrays.weakdeps]
-    PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
-    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
-    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 version = "1.11.0"
 
+[[deps.Gamma]]
+deps = ["LogExpFunctions"]
+git-tree-sha1 = "becc397f7cfb06e343496ae6ffb04818a851da51"
+uuid = "a0844989-3bd2-4988-8bea-c9407ab0941b"
+version = "1.2.0"
+
 [[deps.GeneralUtils]]
-deps = ["CSV", "DataFrames", "DataStructures", "Dates", "Distributions", "JSON", "NATS", "PrettyPrinting", "Random", "Revise", "SHA", "UUIDs"]
+deps = ["AWS", "AWSS3", "CSV", "DataFrames", "DataStructures", "Dates", "Distributions", "Graphs", "HTTP", "JSON", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "SHA", "StringDistances", "UUIDs"]
-git-tree-sha1 = "8720a31344bc85ad610ae12f7e1247de22070765"
+path = "../GeneralUtils"
-repo-rev = "main"
-repo-url = "https://git.yiem.cc/ton/GeneralUtils"
 uuid = "c6c72f09-b708-4ac8-ac7c-2084d70108fe"
-version = "0.3.2"
+version = "0.6.1"
+
+[[deps.GitHub]]
+deps = ["Base64", "Dates", "HTTP", "JSON", "MbedTLS", "Sockets", "SodiumSeal", "URIs"]
+git-tree-sha1 = "33de1bc5665494f0a9669fd6027e28180709d874"
+uuid = "bc5e4493-9b4d-5f90-b8aa-2b2bcaad7a26"
+version = "5.13.0"
+
+[[deps.Graphs]]
+deps = ["ArnoldiMethod", "DataStructures", "Inflate", "LinearAlgebra", "Random", "SimpleTraits", "SparseArrays", "Statistics"]
+git-tree-sha1 = "7eb45fe833a5b7c51cf6d89c5a841d5967e44be3"
+uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
+version = "1.14.0"
+
+    [deps.Graphs.extensions]
+    GraphsSharedArraysExt = "SharedArrays"
+
+    [deps.Graphs.weakdeps]
+    Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+    SharedArrays = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "Dates", "EnumX", "PrecompileTools", "Random", "Reseau", "SHA", "URIs", "UUIDs", "Zlib_jll"]
-git-tree-sha1 = "196e75bcb0a53cbf80eebe6326d69a86605c34d6"
+git-tree-sha1 = "d6e390d1515836237b837fb7b6fca7ba1d752db6"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "2.3.0"
+version = "2.6.5"
 
 [[deps.HashArrayMappedTries]]
 git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
@@ -240,10 +369,32 @@ uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74"
 version = "0.2.0"
 
 [[deps.HypergeometricFunctions]]
-deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+deps = ["Gamma", "LinearAlgebra"]
-git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
+git-tree-sha1 = "31bb6c92405c084617facc1d7ed9eb6c402d061e"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.28"
+version = "0.3.30"
+
+[[deps.ICU_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b3d8be712fbf9237935bde0ce9b5a736ae38fc34"
+uuid = "a51ab1cf-af8e-5615-a023-bc2c838bba6b"
+version = "76.2.0+0"
+
+[[deps.Infinity]]
+deps = ["Dates", "Random", "Requires"]
+git-tree-sha1 = "cf8234411cbeb98676c173f930951ea29dca3b23"
+uuid = "a303e19e-6eb4-11e9-3b09-cd9505f79100"
+version = "0.2.4"
+
+[[deps.Inflate]]
+git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d"
+uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
+version = "0.1.5"
+
+[[deps.IniFile]]
+git-tree-sha1 = "f550e6e32074c939295eb5ea6de31849ac2c9625"
+uuid = "83e8ac13-25f8-5344-8a64-a9f2b223428f"
+version = "0.5.1"
 
 [[deps.InlineStrings]]
 git-tree-sha1 = "8f3d257792a522b4601c24a577954b0a8cd7334d"
@@ -260,6 +411,22 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 version = "1.11.0"
 
+[[deps.Intervals]]
+deps = ["ArrowTypes", "Dates", "Printf", "RecipesBase", "Serialization", "TimeZones"]
+git-tree-sha1 = "d6fe00b123e32ddd17231b35d69a6394e696fd5a"
+uuid = "d8418881-c3e1-53bb-8760-2df7ec849ed5"
+version = "1.11.0"
+
+[[deps.InverseFunctions]]
+git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb"
+uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
+version = "0.1.17"
+weakdeps = ["Dates", "Test"]
+
+    [deps.InverseFunctions.extensions]
+    InverseFunctionsDatesExt = "Dates"
+    InverseFunctionsTestExt = "Test"
+
 [[deps.InvertedIndices]]
 git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
@@ -270,6 +437,11 @@ git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.6"
 
+[[deps.IterTools]]
+git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
+uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
+version = "1.10.0"
+
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
 uuid = "82899510-4779-5014-852e-03e436cf321d"
@@ -283,9 +455,9 @@ version = "1.8.0"
 
 [[deps.JSON]]
 deps = ["Dates", "Logging", "Parsers", "PrecompileTools", "StructUtils", "UUIDs", "Unicode"]
-git-tree-sha1 = "c89d196f5ffb64bfbf80985b699ea913b0d2c211"
+git-tree-sha1 = "c7345ab1a7ca4dc8a02c9f6510da0d9857bbe513"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
-version = "1.6.1"
+version = "1.7.1"
 weakdeps = ["ArrowTypes"]
 
     [deps.JSON.extensions]
@@ -303,19 +475,30 @@ weakdeps = ["ArrowTypes"]
 
 [[deps.JuliaInterpreter]]
 deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
-git-tree-sha1 = "58927c485919bf17ea308d9d82156de1adf4b006"
+git-tree-sha1 = "c3d401f110454b4ea24a76be33f6ee0d7d385103"
 uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
-version = "0.10.12"
+version = "0.11.4"
 
 [[deps.JuliaSyntaxHighlighting]]
 deps = ["StyledStrings"]
 uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
 version = "1.12.0"
 
+[[deps.Kerberos_krb5_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0f2899fdadaab4b8f57db558ba21bdb4fb52f1f0"
+uuid = "b39eb1a6-c29a-53d7-8c32-632cd16f18da"
+version = "1.21.3+0"
+
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
+git-tree-sha1 = "f88f3ccef05a6a72a0cf0ed417c8fd68530f4ab2"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.4.0"
+version = "1.4.1"
+
+[[deps.LayerDicts]]
+git-tree-sha1 = "6087ad3521d6278ebe5c27ae55e7bbb15ca312cb"
+uuid = "6f188dcb-512c-564b-bc01-e0f76e72f166"
+version = "1.0.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -337,6 +520,18 @@ deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
 version = "1.9.0+0"
 
+[[deps.LibPQ]]
+deps = ["CEnum", "DBInterface", "Dates", "Decimals", "DocStringExtensions", "FileWatching", "Infinity", "Intervals", "IterTools", "LayerDicts", "LibPQ_jll", "Libdl", "Memento", "OffsetArrays", "SQLStrings", "Tables", "TimeZones", "UTCDateTimes"]
+git-tree-sha1 = "3d227cd13cbf1e9a54d7748dab33e078da6f9168"
+uuid = "194296ae-ab2e-5f79-8cd4-7183a0a5a0d1"
+version = "1.18.0"
+
+[[deps.LibPQ_jll]]
+deps = ["Artifacts", "ICU_jll", "JLLWrappers", "Kerberos_krb5_jll", "Libdl", "OpenSSL_jll", "Zstd_jll"]
+git-tree-sha1 = "c692057e05ba6da348bc45d5dab8c7a2c88da518"
+uuid = "08be9ffa-1c94-5ee5-a977-46a84ec9b350"
+version = "16.14.0+0"
+
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
@@ -346,6 +541,12 @@ version = "1.11.3+1"
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
+[[deps.Libiconv_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
+uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
+version = "1.18.0+0"
+
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
@@ -373,9 +574,9 @@ version = "1.11.0"
 
 [[deps.LoweredCodeUtils]]
 deps = ["CodeTracking", "Compiler", "JuliaInterpreter"]
-git-tree-sha1 = "0aad96d7b987a5600e260eec50147b254d5ff7e6"
+git-tree-sha1 = "1d4c737ab26f51ceed52ab2019c09b7660eb7440"
 uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
-version = "3.6.0"
+version = "3.8.0"
 
 [[deps.Lz4_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -383,6 +584,17 @@ git-tree-sha1 = "191686b1ac1ea9c89fc52e996ad15d1d241d1e33"
 uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
 version = "1.10.1+0"
 
+[[deps.MD5]]
+deps = ["Random", "SHA"]
+git-tree-sha1 = "1576f756617d31eb397a4a517b68562fd28dc2b4"
+uuid = "6ac74813-4b46-53a4-afec-0b5dc9d7885c"
+version = "0.2.3"
+
+[[deps.MacroTools]]
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
+uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+version = "0.5.16"
+
 [[deps.Markdown]]
 deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
@@ -400,6 +612,12 @@ git-tree-sha1 = "ff69a2b1330bcb730b9ac1ab7dd680176f5896b8"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
 version = "2.28.1010+0"
 
+[[deps.Memento]]
+deps = ["Dates", "Distributed", "Requires", "Serialization", "Sockets", "Test", "UUIDs"]
+git-tree-sha1 = "e03a25cb3b6569623f8246d3d8b3faa7ce86f4ad"
+uuid = "f28f55f0-a522-5efc-85c2-fe41dfb9b2d9"
+version = "1.5.0"
+
 [[deps.Missings]]
 deps = ["DataAPI"]
 git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
@@ -428,14 +646,25 @@ version = "0.1.1"
 
 [[deps.NanoDates]]
 deps = ["Dates", "Parsers"]
-git-tree-sha1 = "850a0557ae5934f6e67ac0dc5ca13d0328422d1f"
+git-tree-sha1 = "77c7e98ca39aefb481f9b97a2f4f5c5471c08a1d"
 uuid = "46f1a544-deae-4307-8689-c12aa3c955c6"
-version = "1.0.3"
+version = "1.1.0"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.3.0"
 
+[[deps.OffsetArrays]]
+git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
+uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
+version = "1.17.0"
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
+
+    [deps.OffsetArrays.weakdeps]
+    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
+
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
@@ -449,7 +678,7 @@ version = "0.8.7+0"
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.5.4+0"
+version = "3.5.6+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -458,15 +687,15 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.6+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "94ba93778373a53bfd5a0caaf7d809c445292ff4"
+git-tree-sha1 = "05f45c2e0de6259db764adbfd2f1dc6d3f8de13c"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.8.2"
+version = "2.0.1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "e4cff168707d441cd6bf3ff7e4832bdf34278e4a"
+git-tree-sha1 = "123266c25174ef6c8d4718920abc206452cf8de6"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.37"
+version = "0.11.41"
 weakdeps = ["StatsBase"]
 
     [deps.PDMats.extensions]
@@ -474,9 +703,9 @@ weakdeps = ["StatsBase"]
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "32a4e09c5f29402573d673901778a0e03b0807b9"
+git-tree-sha1 = "3de8f5e6e90ebfa8d6d1f86997d6cdcd6a912ff3"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.6"
+version = "2.8.7"
 
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
@@ -497,21 +726,23 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.5.2"
 
 [[deps.PrettyPrinting]]
-git-tree-sha1 = "142ee93724a9c5d04d78df7006670a93ed1b244e"
+git-tree-sha1 = "0b7f4ad437e31c51cf5b91fb103579b04025170a"
 uuid = "54e16d92-306c-5ea0-a30b-337be88ac337"
-version = "0.4.2"
+version = "0.4.3"
 
 [[deps.PrettyTables]]
 deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "REPL", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "624de6279ab7d94fc9f672f0068107eb6619732c"
+git-tree-sha1 = "1b8aa19f229b1cea7fc93874a52e49db6a854450"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "3.3.2"
+version = "3.4.8"
 
     [deps.PrettyTables.extensions]
+    PrettyTablesExcelExt = "XLSX"
     PrettyTablesTypstryExt = "Typstry"
 
     [deps.PrettyTables.weakdeps]
     Typstry = "f0ed7684-a786-439e-b1e3-3b82803b501e"
+    XLSX = "fdbf4ff8-1666-58a4-91e7-1b58723a45e0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -545,29 +776,44 @@ deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 version = "1.11.0"
 
+[[deps.RecipesBase]]
+deps = ["PrecompileTools"]
+git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff"
+uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+version = "1.3.4"
+
 [[deps.Reexport]]
 git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "1.2.2"
 
-[[deps.Reseau]]
+[[deps.Requires]]
-deps = ["NetworkOptions", "OpenSSL_jll", "PrecompileTools", "Random", "SHA"]
+deps = ["UUIDs"]
-git-tree-sha1 = "0eab6d95ed40c2ef3992255c1c71e4f9748932b5"
+git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
-uuid = "802f3686-a58f-41ce-bb0c-3c43c75bba36"
+uuid = "ae029012-a4dd-5104-9daa-d747884805df"
 version = "1.3.1"
 
+[[deps.Reseau]]
+deps = ["NetworkOptions", "OpenSSL_jll", "PrecompileTools", "Random", "SHA"]
+git-tree-sha1 = "aaee74fab545e9af4b21d10c2203c93c636c4ae0"
+uuid = "802f3686-a58f-41ce-bb0c-3c43c75bba36"
+version = "1.4.1"
+
+[[deps.Retry]]
+git-tree-sha1 = "41ac127cd281bb33e42aba46a9d3b25cd35fc6d5"
+uuid = "20febd7b-183b-5ae2-ac4a-720e7ce64774"
+version = "0.4.1"
+
 [[deps.Revise]]
-deps = ["CRC32c", "CodeTracking", "FileWatching", "InteractiveUtils", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Preferences", "REPL", "UUIDs"]
+deps = ["CRC32c", "CodeTracking", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Preferences", "REPL", "UUIDs"]
-git-tree-sha1 = "27e3ee13fc8739a59b380d6163d6a82f52c03bd7"
+git-tree-sha1 = "f6ad10ad2fa1063c2ae0f75d17d92d1d0cae4c77"
 uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
-version = "3.15.1"
+version = "3.16.5"
+weakdeps = ["Distributed"]
 
     [deps.Revise.extensions]
     DistributedExt = "Distributed"
 
-    [deps.Revise.weakdeps]
-    Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
-
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
 git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
@@ -576,14 +822,41 @@ version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
+git-tree-sha1 = "6d40b2fe70437b01397d2a4d5b020008da4e7019"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.5.1+0"
+version = "0.5.2+0"
+
+[[deps.Roots]]
+deps = ["Accessors", "CommonSolve", "Printf"]
+git-tree-sha1 = "13a9e0164267bb9ebc55c1c5d72fceea8f09555b"
+uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
+version = "3.0.7"
+
+    [deps.Roots.extensions]
+    RootsChainRulesCoreExt = "ChainRulesCore"
+    RootsForwardDiffExt = "ForwardDiff"
+    RootsIntervalRootFindingExt = "IntervalRootFinding"
+    RootsSymPyExt = "SymPy"
+    RootsSymPyPythonCallExt = "SymPyPythonCall"
+    RootsUnitfulExt = "Unitful"
+
+    [deps.Roots.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    IntervalRootFinding = "d2bf35a9-74e0-55ec-b149-d360ff49b807"
+    SymPy = "24249f21-da20-56a4-8eb1-6a02cf4ae2e6"
+    SymPyPythonCall = "bc8888f7-b21e-4b7c-a06a-5d9c9496438c"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
+[[deps.SQLStrings]]
+git-tree-sha1 = "55de0530689832b1d3d43491ee6b67bd54d3323c"
+uuid = "af517c2e-c243-48fa-aab8-efac3db270f5"
+version = "0.1.0"
+
 [[deps.ScopedValues]]
 deps = ["HashArrayMappedTries", "Logging"]
 git-tree-sha1 = "67a144433c4ce877ee6d1ada69a124d6b1ecf7be"
@@ -606,6 +879,12 @@ version = "1.4.10"
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 version = "1.11.0"
 
+[[deps.SimpleTraits]]
+deps = ["InteractiveUtils", "MacroTools"]
+git-tree-sha1 = "7ddb0b49c109481b046972c0e4ab02b2127d6a75"
+uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
+version = "0.9.6"
+
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 version = "1.11.0"
@@ -616,11 +895,17 @@ git-tree-sha1 = "907703e0d50846f300650d7225bdcab145b7bca9"
 uuid = "4f5b5e99-b0ad-42cd-b47a-334e172ec8bd"
 version = "1.1.2"
 
+[[deps.SodiumSeal]]
+deps = ["Base64", "Libdl", "libsodium_jll"]
+git-tree-sha1 = "80cef67d2953e33935b41c6ab0a178b9987b1c99"
+uuid = "2133526b-2bfb-4018-ac12-889fb3908a75"
+version = "0.1.1"
+
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
+git-tree-sha1 = "13cd91cc9be159e3f4d95b857fa2aa383b53772a"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.2"
+version = "1.2.3"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -629,9 +914,9 @@ version = "1.12.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "6547cbdd8ce32efba0d21c5a40fa96d1a3548f9f"
+git-tree-sha1 = "429071b23f4c9a13fb6582f807cc2ef454082408"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.8.0"
+version = "2.9.0"
 
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -639,6 +924,25 @@ version = "2.8.0"
     [deps.SpecialFunctions.weakdeps]
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 
+[[deps.StaticArrays]]
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fac51faf3bb96e8bc0bf6f9f39ca4955652776bb"
+uuid = "90137ffa-7385-5640-81b9-e52037218182"
+version = "1.9.19"
+
+    [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
+    StaticArraysStatisticsExt = "Statistics"
+
+    [deps.StaticArrays.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
+[[deps.StaticArraysCore]]
+git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a"
+uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
+version = "1.4.4"
+
 [[deps.Statistics]]
 deps = ["LinearAlgebra"]
 git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
@@ -657,15 +961,15 @@ version = "1.8.0"
 
 [[deps.StatsBase]]
 deps = ["AliasTables", "DataAPI", "DataStructures", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "c6f18e5a52a176a383f6f6c635e0f81feed1d6d4"
+git-tree-sha1 = "adb9da019510162e67a4493fc235c23203d8b09e"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.11"
+version = "0.34.13"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "3f4e1d24289cd974e089c617b1472311a2b1feab"
+git-tree-sha1 = "91a5737baed20ee31f3faea0e51f57461f6a689e"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "2.1.0"
+version = "2.2.1"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -675,11 +979,17 @@ version = "2.1.0"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
 
+[[deps.StringDistances]]
+deps = ["Distances", "StatsAPI"]
+git-tree-sha1 = "456f343c7a6c8f52d8b501c0da2a05538ab1b907"
+uuid = "88034a9c-02f8-509d-84a9-84ec65e18404"
+version = "1.0.1"
+
 [[deps.StringManipulation]]
 deps = ["PrecompileTools"]
-git-tree-sha1 = "d05693d339e37d6ab134c5ab53c29fce5ee5d7d5"
+git-tree-sha1 = "773065c6e0e903924a9d838259be74338422aef2"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.4.4"
+version = "0.5.0"
 
 [[deps.StringViews]]
 git-tree-sha1 = "f2dcb92855b31ad92fe8f079d4f75ac57c93e4b8"
@@ -694,9 +1004,9 @@ version = "1.11.0"
 
 [[deps.StructUtils]]
 deps = ["Dates", "UUIDs"]
-git-tree-sha1 = "82bee338d650aa515f31866c460cb7e3bcef90b8"
+git-tree-sha1 = "2d0fc55c61321ba245c47be599570d11bac50303"
 uuid = "ec057cc2-7a8d-4b58-b3b3-92acb9f63b42"
-version = "2.8.2"
+version = "2.8.5"
 
     [deps.StructUtils.extensions]
     StructUtilsMeasurementsExt = ["Measurements"]
@@ -721,6 +1031,12 @@ deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "7.8.3+2"
 
+[[deps.SymDict]]
+deps = ["Test"]
+git-tree-sha1 = "0108ccdaea3ef69d9680eeafc8d5ad198b896ec8"
+uuid = "2da68c74-98d7-5633-99d6-8493888d7b1e"
+version = "0.3.0"
+
 [[deps.TOML]]
 deps = ["Dates"]
 uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
@@ -728,9 +1044,9 @@ version = "1.0.3"
 
 [[deps.TZJData]]
 deps = ["Artifacts"]
-git-tree-sha1 = "72df96b3a595b7aab1e101eb07d2a435963a97e2"
+git-tree-sha1 = "d3b30a9f29a898e21fb4bdf280101b7a12e1f39c"
 uuid = "dc5dba14-91b3-4cab-a142-028a31da12f7"
-version = "1.5.0+2025b"
+version = "1.5.1+2025b"
 
 [[deps.TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
@@ -740,30 +1056,39 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
+git-tree-sha1 = "a94d9bdda1b7bed0046cea645639ab3f62196fac"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.1"
+version = "1.14.0"
+
+[[deps.Test]]
+deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
+uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.TimeZones]]
 deps = ["Artifacts", "Dates", "Downloads", "InlineStrings", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
 git-tree-sha1 = "d422301b2a1e294e3e4214061e44f338cafe18a2"
 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
 version = "1.22.2"
+weakdeps = ["RecipesBase"]
 
     [deps.TimeZones.extensions]
     TimeZonesRecipesBaseExt = "RecipesBase"
 
-    [deps.TimeZones.weakdeps]
-    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
-
 [[deps.TranscodingStreams]]
 git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
 [[deps.URIs]]
-git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
+git-tree-sha1 = "908fec9df6c5de98548ead82a468c95ccf6cd263"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
+version = "1.7.0"
+
+[[deps.UTCDateTimes]]
+deps = ["Dates", "TimeZones"]
+git-tree-sha1 = "4af3552bf0cf4a071bf3d14bd20023ea70f31b62"
+uuid = "0f7cfa37-7abf-4834-b969-a8aa512401c2"
 version = "1.6.1"
 
 [[deps.UUIDs]]
@@ -786,6 +1111,18 @@ git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
 uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
 version = "1.6.1"
 
+[[deps.XML2_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
+git-tree-sha1 = "3f3315d89fc954a28f5b471bce698ed6e27481be"
+uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
+version = "2.15.3+0"
+
+[[deps.XMLDict]]
+deps = ["EzXML", "IterTools", "OrderedCollections"]
+git-tree-sha1 = "8e8cdc9c93e1f442eba471b56db6f86ffeb1a33a"
+uuid = "228000da-037f-5747-90a9-8195ccbf91a5"
+version = "0.4.2"
+
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
@@ -809,10 +1146,10 @@ uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
 version = "1.0.21+0"
 
 [[deps.msghandler]]
-deps = ["Arrow", "Base64", "DataFrames", "Dates", "GeneralUtils", "HTTP", "JSON", "NATS", "PrettyPrinting", "Revise", "UUIDs"]
+deps = ["Arrow", "Base64", "DataFrames", "Dates", "HTTP", "JSON", "NATS", "PrettyPrinting", "UUIDs"]
 path = "."
 uuid = "f2724d33-f338-4a57-b9f8-1be882570d10"
-version = "0.5.6"
+version = "1.4.0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]

Project.toml

@@ -1,6 +1,6 @@
 name = "msghandler"
 uuid = "f2724d33-f338-4a57-b9f8-1be882570d10"
-version = "0.5.6"
+version = "1.4.0"
 authors = ["narawat <narawat@gmail.com>"]
 
 [deps]
@@ -13,11 +13,9 @@ HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 NATS = "55e73f9c-eeeb-467f-b4cc-a633fde63d2a"
 PrettyPrinting = "54e16d92-306c-5ea0-a30b-337be88ac337"
-Revise = "295af30f-e4ad-537b-8983-00126c2a3abe"
 UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 
 [compat]
 Base64 = "1.11.0"
 Dates = "1.11.0"
-GeneralUtils = "0.3.2"
 JSON = "1.4.0"

README.md

@@ -342,7 +342,7 @@ NATS.publish(conn, "test.topic", message_envelope_json_str; reply_to="test.reply
 NATS.drain(conn)
 
 # OR using request-reply pattern
-reply = NATS.request(conn, "test.topic", message_envelope_json_str, timeout=10)
+reply = NATS.request(conn, "test.topic", message_envelope_json_str; timeout=10)
 ```
 
 #### Receive Messages (Publish - Subscribe Pattern)

src/msghandler.jl

@@ -369,7 +369,7 @@ Transport publishing must be performed by the caller.
 # Keyword Arguments:
   - `broker_url::String = DEFAULT_BROKER_URL` - URL of the broker
   - `fileserver_url = DEFAULT_FILESERVER_URL` - URL of the HTTP file server for large payloads
-  - `fileserver_upload_handler::Function = plik_oneshot_upload` - Function to handle fileserver uploads (must return Dict with "status", "uploadid", "fileid", "url" keys)
+  - `fileserver_upload_handler::Function = plik_oneshot_upload` - Custom upload handler with signature `handler(fileserver_url::String, dataname::String, data::Vector{UInt8})::Dict{String, Any}`. Must return a `Dict` with keys: `"status"` (Int/HTTP status code), `"uploadid"` (String), `"fileid"` (String), `"url"` (String - full download URL).
   - `size_threshold::Int = DEFAULT_SIZE_THRESHOLD` - Threshold in bytes separating direct vs link transport
   - `correlation_id::String = string(uuid4())` - Correlation ID for tracing (auto-generated UUID)
   - `msg_purpose::String = "chat"` - Purpose of the message: "ACK", "NACK", "updateStatus", "shutdown", "chat", etc.
@@ -414,16 +414,25 @@ env, msg_json = smartpack("chat.subject", [
     ("audio_clip", audio_data, "audio")
 ])
 
-# Publish the JSON string directly via your transport (manual publish)
+# Custom fileserver upload handler (e.g., for AWS S3)
-# conn = my_transport.connect(broker_url)
+function my_custom_upload(fileserver_url::String, dataname::String, data::Vector{UInt8})::Dict{String, Any}
-# my_transport.publish(conn, subject, env_json_str)
+  # Upload `data` to your file server at `fileserver_url`, using `dataname` as the file name
+  # Return a Dict with required keys:
+  #   "status"  - HTTP status code (e.g. 200)
+  #   "uploadid" - String ID of the upload session
+  #   "fileid"   - String ID of the uploaded file
+  #   "url"      - Full download URL for the uploaded file
+  # Example return:
+  #   Dict("status" => 200, "uploadid" => "abc123", "fileid" => "file456", "url" => "http://my-server.com/abc123/file456/myfile.bin")
+  throw(NotImplementedError("implement upload logic here"))
+end
 ```
 """
 function smartpack(
   subject::String,  # smartunpack's subject
   data::AbstractArray{Tuple{String, T1, String}, 1};  # List of (dataname, data, type) tuples. Use data = Tuple{String, Any, String}[] for empty payloads
   broker_url::String = DEFAULT_BROKER_URL,  # Broker URL
-  fileserver_url = DEFAULT_FILESERVER_URL,
+  fileserver_url::String = DEFAULT_FILESERVER_URL,
   fileserver_upload_handler::Function = plik_oneshot_upload,  # a function to handle uploading data to specific HTTP fileserver
   size_threshold::Int = DEFAULT_SIZE_THRESHOLD,
 
@@ -446,25 +455,26 @@ function smartpack(
 )::Tuple{msg_envelope_v1, String} where {T1<:Any}
 
   # Log start of send operation
-  log_trace(correlation_id, "Starting smartpack for subject: $subject")
+  # log_trace(correlation_id, "Starting smartpack for subject: $subject")
   
   # Process each payload in the list
   payloads = msg_payload_v1[]
   for (dataname, payload_data, payload_type) in data
     # @show dataname typeof(payload_data)
+    # @info "msghandler smartpack() 1" @__LINE__
 
     # Serialize data based on type. use bytes as medium for every datatype
     payload_bytes = _serialize_data(payload_data, payload_type)
-    
+    # @info "msghandler smartpack() 2" @__LINE__
     payload_size = length(payload_bytes)  # Calculate payload size in bytes
-    log_trace(correlation_id, "Serialized payload '$dataname' (payload_type: $payload_type) size: $payload_size bytes")  # Log payload size
+    # log_trace(correlation_id, "Serialized payload '$dataname' (payload_type: $payload_type) size: $payload_size bytes")  # Log payload size
     
     # Decision: Direct vs Link
     if payload_size < size_threshold  # Check if payload is small enough for direct transport
       # Direct path - Base64 encode and include in message envelope
       payload_b64 = Base64.base64encode(payload_bytes)  # Encode bytes as base64 string
-      log_trace(correlation_id, "Using direct transport for $payload_size bytes")  # Log transport choice
+      # log_trace(correlation_id, "Using direct transport for $payload_size bytes")  # Log transport choice
-      
+      # @info "msghandler smartpack() 3" @__LINE__
       # Determine encoding based on payload_type
       encoding = "base64"
       if payload_type == "jsontable"
@@ -486,8 +496,9 @@ function smartpack(
       )
       push!(payloads, payload)
     else
+      # @info "msghandler smartpack() 4" @__LINE__
       # Link path - Upload to HTTP server, include URL in message envelope
-      log_trace(correlation_id, "Using link transport, uploading to fileserver")  # Log link transport choice
+      # log_trace(correlation_id, "Using link transport, uploading to fileserver")  # Log link transport choice
       
        # Upload to HTTP server
        response = fileserver_upload_handler(fileserver_url, dataname, payload_bytes)
@@ -497,7 +508,7 @@ function smartpack(
       end
       
       url = response["url"]  # URL for the uploaded data
-      log_trace(correlation_id, "Uploaded to URL: $url")  # Log successful upload
+      # log_trace(correlation_id, "Uploaded to URL: $url")  # Log successful upload
 
       # Determine encoding based on payload_type
       encoding = "none"
@@ -520,6 +531,7 @@ function smartpack(
       )
       push!(payloads, payload)
     end
+    # @info "msghandler smartpack() 5" @__LINE__
   end
 
   # Create msg_envelope_v1 with all payloads
@@ -549,7 +561,7 @@ function smartpack(
   #   # Publish message to NATS using existing connection
   #   publish_message(NATS_connection, subject, env_json_str, correlation_id)  
   # end
-  
+  # @info "msghandler smartpack() 6" @__LINE__
   return (env, env_json_str)
 end
 
@@ -637,21 +649,22 @@ function _serialize_data(data::Any, payload_type::String)
   """
 
   if payload_type == "text"  # Text data - convert to UTF-8 bytes
-    if isa(data, String)
+    # @info "msghandler _serialize_data() 1" @__LINE__
-      data_bytes = Vector{UInt8}(data) # Convert string to UTF-8 bytes
+    data_bytes = Vector{UInt8}(string(data)) # Convert string to UTF-8 bytes
     return data_bytes  
-    else
-        error("Text data must be a String")
-    end
   elseif payload_type == "dictionary"  # JSON data - serialize directly
+    # @info "msghandler _serialize_data() 2" @__LINE__
     json_str = JSON.json(data)  # Convert Julia data to JSON string
     json_str_bytes = Vector{UInt8}(json_str) # Convert JSON string to bytes
     return json_str_bytes 
   elseif payload_type == "arrowtable"  # Arrow table data - convert to Arrow IPC stream
+    # @info "msghandler _serialize_data() 3" @__LINE__
     io = IOBuffer()  # Create in-memory buffer
     Arrow.write(io, data)  # Write data as Arrow IPC stream to buffer
     return take!(io)  # Return the buffer contents as bytes
   elseif payload_type == "jsontable"  # JSON table data - convert to JSON
+    # @info "msghandler _serialize_data() 4" @__LINE__
+
     # data can be Vector{NamedTuple}, Vector{Dict}, or DataFrame
     # If DataFrame, convert to Vector{Dict} first
     if isa(data, DataFrame)
@@ -667,29 +680,35 @@ function _serialize_data(data::Any, payload_type::String)
       json_str = JSON.json(rows)
       return Vector{UInt8}(json_str)
     else
+      # @info "msghandler _serialize_data() 5" @__LINE__
+      
       # Already Vector{NamedTuple} or Vector{Dict}
       json_str = JSON.json(data)
       return Vector{UInt8}(json_str)
     end
   elseif payload_type == "image"  # Image data - treat as binary
+    # @info "msghandler _serialize_data() 6" @__LINE__
     if isa(data, Vector{UInt8})
         return data  # Return binary data directly
     else
         error("Image data must be Vector{UInt8}")
     end
   elseif payload_type == "audio"  # Audio data - treat as binary
+    # @info "msghandler _serialize_data() 7" @__LINE__
     if isa(data, Vector{UInt8})
         return data  # Return binary data directly
     else
         error("Audio data must be Vector{UInt8}")
     end
   elseif payload_type == "video"  # Video data - treat as binary
+    # @info "msghandler _serialize_data() 8" @__LINE__
     if isa(data, Vector{UInt8})
         return data  # Return binary data directly
     else
         error("Video data must be Vector{UInt8}")
     end
   elseif payload_type == "binary"  # Binary data - treat as binary
+    # @info "msghandler _serialize_data() 9" @__LINE__
     if isa(data, IOBuffer)  # Check if data is an IOBuffer
         return take!(data)  # Return buffer contents as bytes
     elseif isa(data, Vector{UInt8})  # Check if data is already binary
@@ -698,80 +717,12 @@ function _serialize_data(data::Any, payload_type::String)
         error("Binary data must be binary (Vector{UInt8} or IOBuffer)")
     end
   else  # Unknown type
+    # @info "msghandler _serialize_data() 10" @__LINE__
     error("Unknown payload_type: $payload_type")
   end
 end
 
 
-# """ publish_message - Publish message via transport
-# This function publishes a message via the transport with proper
-# connection management and logging.
-
-# # Arguments:
-#   - `broker_url::String` - Broker URL (e.g., "localhost:4222")
-#   - `subject::String` - Subject to publish to (e.g., "/agent/wine/api/v1/prompt")
-#   - `message::String` - JSON message to publish
-#   - `correlation_id::String` - Correlation ID for tracing and logging
-
-# # Return:
-#   - `nothing` - This function performs publishing but returns nothing
-
-# # Example
-# ```jldoctest
-# using NATS
-
-# # Prepare JSON message
-# message = "{\"correlation_id\":\"abc123\",\"payload\":\"test\"}"
-
-# # Publish via transport
-# publish_message("localhost:4222", "my.subject", message, "abc123")
-# ```
-# """
-# function publish_message(broker_url::String, subject::String, message::String, correlation_id::String)
-#   conn = NATS.connect(broker_url)  # Create NATS connection
-#   publish_message(conn, subject, message, correlation_id)
-# end
-
-# """ publish_message - Publish message via transport using pre-existing connection
-# This function publishes a message via the transport using a pre-existing connection,
-# avoiding the overhead of connection establishment.
-
-# # Arguments:
-#   - `conn` - Pre-existing connection object with publish/close methods
-#   - `subject::String` - Subject to publish to (e.g., "/agent/wine/api/v1/prompt")
-#   - `message::String` - JSON message to publish
-#   - `correlation_id::String` - Correlation ID for tracing and logging
-
-# # Return:
-#   - `nothing` - This function performs publishing but returns nothing
-
-# # Example
-# ```jldoctest
-# using NATS
-
-# # Prepare JSON message
-# message = "{\"correlation_id\":\"abc123\",\"payload\":\"test\"}"
-
-# # Create connection once and reuse for multiple publishes
-# conn = NATS.connect("nats://localhost:4222")
-# publish_message(conn, "my.subject", message, "abc123")
-# # Connection is automatically drained after publish
-# ```
-
-# # Use Case:
-# Use this version when you already have an established connection and want to publish
-# multiple messages without the overhead of creating a new connection for each publish.
-# """
-# function publish_message(conn::NATS.Connection, subject::String, message::String, correlation_id::String)
-#   try
-#     NATS.publish(conn, subject, message)  # Publish message to NATS
-#     log_trace(correlation_id, "Message published to $subject")  # Log successful publish
-#   finally
-#     NATS.drain(conn)  # Ensure connection is closed properly
-#   end
-# end
-
-
 """ smartunpack - Receive and process messages
 This function processes incoming messages, handling both direct transport
 (base64 decoded payloads) and link transport (URL-based payloads).
@@ -789,7 +740,7 @@ A HTTP file server is required along with its download function.
    - `msg_json_str::String` - JSON string from the message payload (e.g., `String(msg.payload)`)
 
 # Keyword Arguments:
-  - `fileserver_download_handler::Function = _fetch_with_backoff` - Function to handle downloading data from file server URLs
+  - `fileserver_download_handler::Function = _fetch_with_backoff` - Custom download handler with signature `handler(url::String, max_retries::Int, base_delay::Int, max_delay::Int, correlation_id::String)::Vector{UInt8}`. Must accept the download URL, retry/backoff parameters, and correlation ID; return the fetched data as `Vector{UInt8}` bytes.
   - `max_retries::Int = 5` - Maximum retry attempts for fetching URL
   - `base_delay::Int = 100` - Initial delay for exponential backoff in ms
   - `max_delay::Int = 5000` - Maximum delay for exponential backoff in ms
@@ -803,6 +754,23 @@ A HTTP file server is required along with its download function.
 msg_json_str = String(msg.payload)
 env = smartunpack(msg_json_str; fileserver_download_handler=_fetch_with_backoff, max_retries=5, base_delay=100, max_delay=5000)
 # env["payloads"] = [("dataname1", data1, "type1"), ("dataname2", data2, "type2"), ...]
+
+# Custom fileserver download handler (e.g., for AWS S3 presigned URLs)
+function my_custom_download(url::String, max_retries::Int, base_delay::Int, max_delay::Int, correlation_id::String)::Vector{UInt8}
+  # Fetch data from `url` with retry logic using exponential backoff
+  # Return the response body as Vector{UInt8} bytes
+  # Example:
+  #   for attempt in 1:max_retries
+  #     resp = HTTP.request("GET", url)
+  #     if resp.status == 200
+  #       return resp.body
+  #     end
+  #   end
+  throw(NotImplementedError("implement download logic here"))
+end
+
+# Use custom download handler
+env = smartunpack(msg_json_str; fileserver_download_handler=my_custom_download)
 ```
 """
 function smartunpack(
@@ -815,7 +783,7 @@ function smartunpack(
 
   # Parse the JSON envelope
   env_json_obj = JSON.parse(msg_json_str)
-  log_trace(env_json_obj["correlation_id"], "Processing received message")  # Log message processing start
+  # log_trace(env_json_obj["correlation_id"], "Processing received message")  # Log message processing start
   
   # Process all payloads in the envelope
   payloads_list = Tuple{String, Any, String}[]
@@ -829,7 +797,7 @@ function smartunpack(
     dataname = String(payload["dataname"])
     
     if transport == "direct"  # Direct transport - payload is in the message
-      log_trace(env_json_obj["correlation_id"], "Direct transport - decoding payload '$dataname'")  # Log direct transport handling
+      # log_trace(env_json_obj["correlation_id"], "Direct transport - decoding payload '$dataname'")  # Log direct transport handling
       
       # Extract base64 payload from the payload
       payload_b64 = String(payload["data"])
@@ -845,7 +813,7 @@ function smartunpack(
     elseif transport == "link"  # Link transport - payload is at URL
       # Extract download URL from the payload
       url = String(payload["data"])
-      log_trace(env_json_obj["correlation_id"], "Link transport - fetching '$dataname' from URL: $url")  # Log link transport handling
+      # log_trace(env_json_obj["correlation_id"], "Link transport - fetching '$dataname' from URL: $url")  # Log link transport handling
       
       # Fetch with exponential backoff using the download handler
       downloaded_data = fileserver_download_handler(url, max_retries, base_delay, max_delay, env_json_obj["correlation_id"])
@@ -906,7 +874,7 @@ function _fetch_with_backoff(
     try
       response = HTTP.request("GET", url)  # Make HTTP GET request to URL
       if response.status == 200  # Check if request was successful
-        log_trace(correlation_id, "Successfully fetched data from $url on attempt $attempt")  # Log success
+        # log_trace(correlation_id, "Successfully fetched data from $url on attempt $attempt")  # Log success
         return response.body  # Return response body as bytes
       else  # Request failed
         error("Failed to fetch: $(response.status)")  # Throw error for non-200 status