update

Reviewed-on: #7

Manifest.toml

@@ -1,8 +1,32 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.11.4"
+julia_version = "1.12.6"
 manifest_format = "2.0"
-project_hash = "75c6a269a13b222c106479d2177b05facfa23f74"
+project_hash = "c825feef41198c770952e1181ec41e9f2aa0c3c0"
+
+[[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"]
@@ -10,10 +34,6 @@ git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
 uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
 version = "1.1.3"
 
-[[deps.ArgTools]]
-uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.2"
-
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 version = "1.11.0"
@@ -22,32 +42,87 @@ version = "1.11.0"
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 version = "1.11.0"
 
+[[deps.BufferedStreams]]
+git-tree-sha1 = "6863c5b7fc997eadcabdbaf6c5f201dc30032643"
+uuid = "e1450e63-4bb3-523b-b2a4-4ffa8c0fd77d"
+version = "1.2.2"
+
+[[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 = "deddd8725e5e1cc49ee205a1964256043720a6c3"
+git-tree-sha1 = "8d8e0b0f350b8e1c91420b5e64e5de774c2f0f4d"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.15"
+version = "0.10.16"
+
+[[deps.CodeTracking]]
+deps = ["InteractiveUtils", "REPL", "UUIDs"]
+git-tree-sha1 = "cfb7a2e89e245a9d5016b70323db412b3a7438d5"
+uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2"
+version = "3.0.2"
+
+[[deps.CodecBase]]
+deps = ["TranscodingStreams"]
+git-tree-sha1 = "40956acdbef3d8c7cc38cba42b56034af8f8581a"
+uuid = "6c391c72-fb7b-5838-ba82-7cfb1bcfecbf"
+version = "0.3.4"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
+git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.6"
+version = "0.7.8"
+
+[[deps.CommonSolve]]
+git-tree-sha1 = "99ee296f88c12485402e37c2fd025f95ae097637"
+uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
+version = "0.2.9"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.16.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
     CompatLinearAlgebraExt = "LinearAlgebra"
 
+[[deps.Compiler]]
+git-tree-sha1 = "382d79bfe72a406294faca39ef0c3cef6e6ce1f1"
+uuid = "807dbc54-b67e-4c79-8afb-eafe4df6f2e1"
+version = "0.1.1"
+
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.1+0"
+version = "1.3.0+1"
+
+[[deps.CompositionsBase]]
+git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
+uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
+version = "0.1.2"
+weakdeps = ["InverseFunctions"]
+
+    [deps.CompositionsBase.extensions]
+    CompositionsBaseInverseFunctionsExt = "InverseFunctions"
+
+[[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"
@@ -61,15 +136,15 @@ version = "1.16.0"
 
 [[deps.DataFrames]]
 deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6"
+git-tree-sha1 = "5fab31e2e01e70ad66e3e24c968c264d1cf166d6"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "1.7.0"
+version = "1.8.2"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
+deps = ["OrderedCollections"]
-git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
+git-tree-sha1 = "6fb53a69613a0b2b68a0d12671717d307ab8b24e"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.20"
+version = "0.19.5"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -81,43 +156,39 @@ deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 version = "1.11.0"
 
-[[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 = "3101c32aab536e7a27b1763c0797dba151b899ad"
+git-tree-sha1 = "cd3c5ac74cd3923c8945c6a81518c46abd0e73a3"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.113"
+version = "0.25.129"
 
     [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]]
-deps = ["LibGit2"]
+git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c"
-git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.3"
+version = "0.9.5"
 
-[[deps.Downloads]]
+[[deps.EnumX]]
-deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
+git-tree-sha1 = "c49898e8438c828577f04b92fc9368c388ac783c"
-uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
+uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
-version = "1.6.0"
+version = "1.0.7"
 
 [[deps.FilePathsBase]]
 deps = ["Compat", "Dates"]
-git-tree-sha1 = "7878ff7172a8e6beedd1dea14bd27c3c6340d361"
+git-tree-sha1 = "3bab2c5aa25e7840a4b065805c0cdfc01f3068d2"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
-version = "0.9.22"
+version = "0.9.24"
 
     [deps.FilePathsBase.extensions]
     FilePathsBaseMmapExt = "Mmap"
@@ -133,31 +204,54 @@ version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+git-tree-sha1 = "2f979084d1e13948a3352cf64a25df6bd3b4dca3"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.13.0"
+version = "1.16.0"
-weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
     FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
+    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.GeneralUtils]]
+deps = ["CSV", "DataFrames", "DataStructures", "Dates", "Distributions", "HTTP", "JSON", "NATS", "PrettyPrinting", "Random", "Revise", "SHA", "UUIDs"]
+path = "."
+uuid = "c6c72f09-b708-4ac8-ac7c-2084d70108fe"
+version = "0.4.10"
+
+[[deps.HTTP]]
+deps = ["Base64", "CodecZlib", "Dates", "EnumX", "PrecompileTools", "Random", "Reseau", "SHA", "URIs", "UUIDs", "Zlib_jll"]
+git-tree-sha1 = "69343dd8afb1671b84c3aa2dda511238d0919a55"
+uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
+version = "2.5.0"
+
+[[deps.HashArrayMappedTries]]
+git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
+uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74"
+version = "0.2.0"
+
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9"
+git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.25"
+version = "0.3.28"
 
 [[deps.InlineStrings]]
-git-tree-sha1 = "45521d31238e87ee9f9732561bfee12d4eebd52d"
+git-tree-sha1 = "8f3d257792a522b4601c24a577954b0a8cd7334d"
 uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
-version = "1.4.2"
+version = "1.4.5"
 
     [deps.InlineStrings.extensions]
     ArrowTypesExt = "ArrowTypes"
@@ -172,15 +266,28 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 version = "1.11.0"
 
+[[deps.InverseFunctions]]
+git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb"
+uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
+version = "0.1.17"
+
+    [deps.InverseFunctions.extensions]
+    InverseFunctionsDatesExt = "Dates"
+    InverseFunctionsTestExt = "Test"
+
+    [deps.InverseFunctions.weakdeps]
+    Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
 [[deps.InvertedIndices]]
-git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
+git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
+git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.2.2"
+version = "0.2.6"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -189,15 +296,27 @@ version = "1.0.0"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b"
+git-tree-sha1 = "7204148362dafe5fe6a273f855b8ccbe4df8173e"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
+version = "1.8.0"
+
+[[deps.JSON]]
+deps = ["Dates", "Logging", "Parsers", "PrecompileTools", "StructUtils", "UUIDs", "Unicode"]
+git-tree-sha1 = "c89d196f5ffb64bfbf80985b699ea913b0d2c211"
+uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "1.6.1"
 
+    [deps.JSON.extensions]
+    JSONArrowExt = ["ArrowTypes"]
+
+    [deps.JSON.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+
 [[deps.JSON3]]
 deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
-git-tree-sha1 = "1d322381ef7b087548321d3f878cb4c9bd8f8f9b"
+git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975"
 uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
-version = "1.14.1"
+version = "1.14.3"
 
     [deps.JSON3.extensions]
     JSON3ArrowExt = ["ArrowTypes"]
@@ -205,35 +324,36 @@ version = "1.14.1"
     [deps.JSON3.weakdeps]
     ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
 
+[[deps.JuliaInterpreter]]
+deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
+git-tree-sha1 = "58927c485919bf17ea308d9d82156de1adf4b006"
+uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
+version = "0.10.12"
+
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.4.0"
 
-[[deps.LibCURL]]
-deps = ["LibCURL_jll", "MozillaCACerts_jll"]
-uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.4"
-
-[[deps.LibCURL_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
-uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.6.0+0"
-
 [[deps.LibGit2]]
-deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 version = "1.11.0"
 
 [[deps.LibGit2_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.7.2+0"
+version = "1.9.0+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.11.0+1"
+version = "1.11.3+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -242,13 +362,13 @@ version = "1.11.0"
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
+git-tree-sha1 = "bba2d9aa057d8f126415de240573e86a8f39d2a1"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.28"
+version = "1.0.1"
 
     [deps.LogExpFunctions.extensions]
     LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -264,25 +384,33 @@ version = "0.3.28"
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 version = "1.11.0"
 
-[[deps.MQTTClient]]
+[[deps.LoweredCodeUtils]]
-deps = ["Distributed", "Random", "Sockets"]
+deps = ["CodeTracking", "Compiler", "JuliaInterpreter"]
-git-tree-sha1 = "f2597b290d4bf17b577346153cd2ddf9accb5c26"
+git-tree-sha1 = "3733419e9a71156b389f3e331672d2e95436783f"
-uuid = "985f35cc-2c3d-4943-b8c1-f0931d5f0959"
+uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
-version = "0.3.1"
+version = "3.6.2"
-weakdeps = ["PrecompileTools"]
 
-    [deps.MQTTClient.extensions]
+[[deps.MacroTools]]
-    PrecompileMQTT = "PrecompileTools"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
+uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+version = "0.5.16"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 version = "1.11.0"
 
+[[deps.MbedTLS]]
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "8785729fa736197687541f7053f6d8ab7fc44f92"
+uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
+version = "1.1.10"
+
 [[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "ff69a2b1330bcb730b9ac1ab7dd680176f5896b8"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.6+0"
+version = "2.28.1010+0"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
@@ -296,55 +424,65 @@ version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.12.12"
+version = "2025.11.4"
+
+[[deps.NATS]]
+deps = ["Base64", "BufferedStreams", "CodecBase", "Dates", "DocStringExtensions", "JSON3", "MbedTLS", "NanoDates", "Random", "ScopedValues", "Sockets", "Sodium", "StructTypes", "URIs"]
+git-tree-sha1 = "a1cdf34ba90ee5cd2658e487d3277ffafee712ce"
+uuid = "55e73f9c-eeeb-467f-b4cc-a633fde63d2a"
+version = "0.1.1"
+
+[[deps.NanoDates]]
+deps = ["Dates", "Parsers"]
+git-tree-sha1 = "850a0557ae5934f6e67ac0dc5ca13d0328422d1f"
+uuid = "46f1a544-deae-4307-8689-c12aa3c955c6"
+version = "1.0.3"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
+version = "1.3.0"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.27+1"
+version = "0.3.29+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+4"
+version = "0.8.7+0"
+
+[[deps.OpenSSL_jll]]
+deps = ["Artifacts", "Libdl"]
+uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
+version = "3.5.4+0"
 
 [[deps.OpenSpecFun_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
+git-tree-sha1 = "1346c9208249809840c91b26703912dff463d335"
 uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.5+0"
+version = "0.5.6+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad"
+git-tree-sha1 = "94ba93778373a53bfd5a0caaf7d809c445292ff4"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.7.0"
+version = "1.8.2"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
+git-tree-sha1 = "26766d4b5f1a410c218a19b85a672c6edb693c65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.31"
+version = "0.11.40"
+weakdeps = ["StatsBase"]
+
+    [deps.PDMats.extensions]
+    StatsBaseExt = "StatsBase"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
+git-tree-sha1 = "32a4e09c5f29402573d673901778a0e03b0807b9"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.1"
+version = "2.8.6"
-
-[[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
-uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.11.0"
-
-    [deps.Pkg.extensions]
-    REPLExt = "REPL"
-
-    [deps.Pkg.weakdeps]
-    REPL = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
@@ -354,15 +492,15 @@ version = "1.4.3"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
+git-tree-sha1 = "edbeefc7a4889f528644251bdb5fc9ab5348bc2c"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.1"
+version = "1.3.4"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
+git-tree-sha1 = "8b770b60760d4451834fe79dd483e318eee709c4"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.3"
+version = "1.5.2"
 
 [[deps.PrettyPrinting]]
 git-tree-sha1 = "142ee93724a9c5d04d78df7006670a93ed1b244e"
@@ -370,10 +508,16 @@ uuid = "54e16d92-306c-5ea0-a30b-337be88ac337"
 version = "0.4.2"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "REPL", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34"
+git-tree-sha1 = "624de6279ab7d94fc9f672f0068107eb6619732c"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.4.0"
+version = "3.3.2"
+
+    [deps.PrettyTables.extensions]
+    PrettyTablesTypstryExt = "Typstry"
+
+    [deps.PrettyTables.weakdeps]
+    Typstry = "f0ed7684-a786-439e-b1e3-3b82803b501e"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -381,15 +525,15 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 version = "1.11.0"
 
 [[deps.PtrArrays]]
-git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+git-tree-sha1 = "4fbbafbc6251b883f4d2705356f3641f3652a7fe"
 uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
-version = "1.2.1"
+version = "1.4.0"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
+git-tree-sha1 = "5e8e8b0ab68215d7a2b14b9921a946fee794749e"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.11.1"
+version = "2.11.3"
 
     [deps.QuadGK.extensions]
     QuadGKEnzymeExt = "Enzyme"
@@ -397,6 +541,11 @@ version = "2.11.1"
     [deps.QuadGK.weakdeps]
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
+[[deps.REPL]]
+deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
+uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
+
 [[deps.Random]]
 deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
@@ -407,11 +556,29 @@ git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
 version = "1.2.2"
 
+[[deps.Reseau]]
+deps = ["NetworkOptions", "OpenSSL_jll", "PrecompileTools", "Random", "SHA"]
+git-tree-sha1 = "0eab6d95ed40c2ef3992255c1c71e4f9748932b5"
+uuid = "802f3686-a58f-41ce-bb0c-3c43c75bba36"
+version = "1.3.1"
+
+[[deps.Revise]]
+deps = ["CRC32c", "CodeTracking", "FileWatching", "InteractiveUtils", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Preferences", "REPL", "UUIDs"]
+git-tree-sha1 = "27e3ee13fc8739a59b380d6163d6a82f52c03bd7"
+uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
+version = "3.15.1"
+
+    [deps.Revise.extensions]
+    DistributedExt = "Distributed"
+
+    [deps.Revise.weakdeps]
+    Distributed = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.8.0"
+version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -419,15 +586,43 @@ git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
 version = "0.5.1+0"
 
+[[deps.Roots]]
+deps = ["Accessors", "CommonSolve", "Printf"]
+git-tree-sha1 = "91cfb1cb4f6e27557cc2df798a31eff6089a41eb"
+uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
+version = "3.0.0"
+
+    [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.ScopedValues]]
+deps = ["HashArrayMappedTries", "Logging"]
+git-tree-sha1 = "67a144433c4ce877ee6d1ada69a124d6b1ecf7be"
+uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
+version = "1.6.2"
+
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "d0553ce4031a081cc42387a9b9c8441b7d99f32d"
+git-tree-sha1 = "084c47c7c5ce5cfecefa0a98dff69eb3646b5a80"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.7"
+version = "1.4.10"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -437,22 +632,28 @@ version = "1.11.0"
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 version = "1.11.0"
 
+[[deps.Sodium]]
+deps = ["Base64", "libsodium_jll"]
+git-tree-sha1 = "907703e0d50846f300650d7225bdcab145b7bca9"
+uuid = "4f5b5e99-b0ad-42cd-b47a-334e172ec8bd"
+version = "1.1.2"
+
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
+git-tree-sha1 = "13cd91cc9be159e3f4d95b857fa2aa383b53772a"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.1"
+version = "1.2.3"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
+git-tree-sha1 = "6547cbdd8ce32efba0d21c5a40fa96d1a3548f9f"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.4.0"
+version = "2.8.0"
 
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -472,21 +673,21 @@ weakdeps = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+git-tree-sha1 = "178ed29fd5b2a2cfc3bd31c13375ae925623ff36"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.7.0"
+version = "1.8.0"
 
 [[deps.StatsBase]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
+deps = ["AliasTables", "DataAPI", "DataStructures", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
+git-tree-sha1 = "e4d7a1a0edc20af42689ea6f4f3587a2175d50ee"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.3"
+version = "0.34.12"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+git-tree-sha1 = "770240df9a3b8888065046948f7a09b4e0f997d5"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.2"
+version = "2.2.0"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -498,9 +699,9 @@ version = "1.3.2"
 
 [[deps.StringManipulation]]
 deps = ["PrecompileTools"]
-git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3"
+git-tree-sha1 = "d05693d339e37d6ab134c5ab53c29fce5ee5d7d5"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.4.0"
+version = "0.4.4"
 
 [[deps.StructTypes]]
 deps = ["Dates", "UUIDs"]
@@ -508,6 +709,26 @@ git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8"
 uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
 version = "1.11.0"
 
+[[deps.StructUtils]]
+deps = ["Dates", "UUIDs"]
+git-tree-sha1 = "82bee338d650aa515f31866c460cb7e3bcef90b8"
+uuid = "ec057cc2-7a8d-4b58-b3b3-92acb9f63b42"
+version = "2.8.2"
+
+    [deps.StructUtils.extensions]
+    StructUtilsMeasurementsExt = ["Measurements"]
+    StructUtilsStaticArraysCoreExt = ["StaticArraysCore"]
+    StructUtilsTablesExt = ["Tables"]
+
+    [deps.StructUtils.weakdeps]
+    Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
+    StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
+    Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
+
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
+version = "1.11.0"
+
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -515,7 +736,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.7.0+0"
+version = "7.8.3+2"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -530,20 +751,20 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
+git-tree-sha1 = "0f38a06c83f0007bbab3cf911262841c9a0f07e0"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.0"
+version = "1.13.0"
-
-[[deps.Tar]]
-deps = ["ArgTools", "SHA"]
-uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
-version = "1.10.0"
 
 [[deps.TranscodingStreams]]
 git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
+[[deps.URIs]]
+git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
+uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
+version = "1.6.1"
+
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
@@ -555,9 +776,9 @@ version = "1.11.0"
 
 [[deps.WeakRefStrings]]
 deps = ["DataAPI", "InlineStrings", "Parsers"]
-git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
+git-tree-sha1 = "0716e01c3b40413de5dedbc9c5c69f27cddfddfc"
 uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
-version = "1.4.2"
+version = "1.4.3"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -567,19 +788,15 @@ version = "1.6.1"
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+1"
+version = "1.3.1+2"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.11.0+0"
+version = "5.15.0+0"
 
-[[deps.nghttp2_jll]]
+[[deps.libsodium_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
-uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
+git-tree-sha1 = "011b0a7331b41c25524b64dc42afc9683ee89026"
-version = "1.59.0+0"
+uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
-
+version = "1.0.21+0"
-[[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+2"

Project.toml

@@ -1,7 +1,7 @@
 name = "GeneralUtils"
 uuid = "c6c72f09-b708-4ac8-ac7c-2084d70108fe"
+version = "0.4.10"
 authors = ["tonaerospace <tonaerospace.etc@gmail.com>"]
-version = "0.2.4"
 
 [deps]
 CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
@@ -9,9 +9,17 @@ DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 DataStructures = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
 Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
-JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
+HTTP = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-MQTTClient = "985f35cc-2c3d-4943-b8c1-f0931d5f0959"
+JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+NATS = "55e73f9c-eeeb-467f-b4cc-a633fde63d2a"
 PrettyPrinting = "54e16d92-306c-5ea0-a30b-337be88ac337"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+Revise = "295af30f-e4ad-537b-8983-00126c2a3abe"
 SHA = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+
+[compat]
+HTTP = "2.5.0 - 2.9.9"
+JSON = "1.3.0 - 1.9.9"
+NATS = "0.1.0"
+Revise = "3.13.2"

README.md

@@ -0,0 +1,5 @@
+Todo:
+  - [WORKING] update with JSON
+
+  Change from previous version:
+  - replace JSON3 with JSON

codesnippet/nats.jl

@@ -0,0 +1,79 @@
+
+using NATS, JSON3
+connection  = NATS.connect("nats.yiem.cc:4222")
+sub1 = NATS.reply(connection, "some_subject"; queue_group="group1") do msg
+                  payload = copy(JSON3.read(msg.payload))
+                  println(payload)
+                  println(msg.reply_to)
+                  # publish(connection, msg.reply_to, "ACK")
+                  return JSON3.write(Dict(:a=>"wassup"))
+              end
+
+
+
+
+
+
+
+
+
+
+using NATS, JSON3, GeneralUtils
+connection  = NATS.connect("nats.yiem.cc:4222")
+
+msgMeta = GeneralUtils.generate_msgMeta(
+  "text2textinstruct_medium.inference.api.v1";
+  msgPurpose= "inference",
+  senderName= "yiemagent",
+  senderId= GeneralUtils.uuid4snakecase(),
+  receiverName= "text2textinstruct",
+)
+
+llmHttpTimeout = 60
+outgoingMsg = Dict(
+    :msgMeta=> msgMeta,
+    :payload=> Dict(
+      :text=> "Wassup buddy!",
+      :kwargs=> Dict(
+        :max_tokens=> 2048,
+        :stop=> ["<|im_end|>"],
+        :temperature=> 0.2,
+      ),
+      :llmHttpTimeout=>llmHttpTimeout,
+    )
+  )
+
+r = NATS.request(String, connection, "text2textinstruct_medium.inference.api.v1", 
+                JSON3.write(outgoingMsg); timer=Timer(llmHttpTimeout))
+
+
+
+
+
+
+
+
+
+
+
+using NATS, JSON3, GeneralUtils
+connection  = NATS.connect("nats.yiem.cc:4222")
+
+msgMeta = GeneralUtils.generate_msgMeta(
+  "tonpc.containerServices",
+  msgPurpose="reset container",
+  senderName= "",
+)
+
+outgoingMsg = Dict(
+  :msgMeta=> msgMeta,
+  :payload=> "docker container restart ollama-instance-2",
+)
+
+# may be I can't use NATS request inside NATS reply??
+r = NATS.request(String, connection, msgMeta[:sendTopic], JSON3.write(outgoingMsg); timer=Timer(10))
+
+
+
+
+

src/GeneralUtils.jl

@@ -2,7 +2,7 @@ module GeneralUtils
     
 
 export  # struct
-        mqttClientInstance,
+        # mqttClientInstance,
         # function
         noNegative!, randomWithProb, randomChoiceWithProb, findIndex, limitvalue 
 
@@ -24,16 +24,7 @@ using .interface
 
 #------------------------------------------------------------------------------------------------100
 
-""" version 0.0.4
-    Todo:
-        - [*1] cartesianAssign for different matrix dimension
 
-    Change from version: 0.0.3
-        - 
-    
-    All features
-        
-"""
 
 
 

src/dbUtil.jl

@@ -2,13 +2,45 @@ module dbUtil
   
 export dictToPostgresKeyValueString, generateInsertSQL, generateUpdateSQL
 
-using JSON3, DataStructures, Distributions, Random, Dates, UUIDs, MQTTClient, DataFrames,
+using JSON, DataStructures, Distributions, Random, Dates, UUIDs, DataFrames,
       SHA
 using ..util
-
+#[PENDING] update code to use JSON
 # ---------------------------------------------- 100 --------------------------------------------- #
 
 
+"""
+dictToPostgresKeyValueString - Convert dictionary to PostgreSQL key-value string format
+
+This function takes a dictionary and converts it into a PostgreSQL-compatible key-value string
+format suitable for storage in a TEXT field. The output format uses curly braces with comma-separated
+key-value pairs, where string values are quoted.
+
+# Function Workflow:
+1. Iterates through dictionary key-value pairs
+2. Handles nested dictionaries by recursively converting them
+3. Wraps string values in double quotes
+4. Formats numeric and other values without quotes
+5. Returns a PostgreSQL-compatible key-value string enclosed in curly braces
+
+# Arguments:
+  - `dict::Dict` - Dictionary containing key-value pairs to convert
+
+# Return:
+  - A String in PostgreSQL key-value format: "{key1: value1, key2: \"value2\", ...}"
+
+# Example
+```jldoctest
+julia> data = Dict{String, Any}(
+           "name" => "John",
+           "age" => 30,
+           "city" => "New York"
+       );
+
+julia> dictToPostgresKeyValueString(data)
+"{\"name\": \"John\", \"age\": 30, \"city\": \"New York\"}"
+```
+"""
 function dictToPostgresKeyValueString(dict)
   parts = []
   for (k, v) in dict
@@ -26,61 +58,71 @@ end
 
 
 
-""" Get characters between specified characters.
+""" generateInsertSQL - Generate SQL INSERT statement from dictionary data
 
-# Arguments
+This function constructs a SQL INSERT statement by extracting values for specified columns
-  - `text::T`
+from a dictionary and formatting them into a valid PostgreSQL INSERT query.
-    a text being searched
+
-  - `startChar::Char`
+# Function Workflow:
-    start character
+1. Iterates through the dictionary key-value pairs
-  - `endChar::Char`
+2. Filters keys to only include those present in `columnToInsert`
-    end character
+3. Collects column names and their corresponding values
-# Keyword Arguments
+4. Constructs the final SQL INSERT statement
-  - `endCharLocation::String`
+
-    end character position after startChar. Can be "next" or "end". "next" means the closed 
+# Arguments:
-    endChar just after startChar. "end" means the furthest endChar. 
+  - `table_name::String` - Name of the database table to insert into
-  - `includeChar::Bool` 
+  - `columnToInsert::Vector{Symbol}` - List of column names to include in the INSERT statement
-    whether to include the startChar and endChar. Default is true
+  - `data::Dict{Symbol, Any}` - Dictionary containing column-value pairs for the insert
-# Return
+
-  the characters between specified characters.
+# Return:
+  - A String containing the SQL INSERT statement
 
 # Example
 ```jldoctest
-julia> using Revise
+julia> using UUIDs
-julia> using GeneralUtils
-julia> insert_data = Dict(
-      :grape => "NA",
-      :acidity => "0",
-      :tannin => "0",
-      :country => "NA",
-      :description => "NA",
-      :region => "NA",
-      :winery => "ccc",
-      :intensity => "0",
-      :sweetness => "0",
-      :tasting_notes => "NA",
-      :wine_name => "new_wine",
-      :wine_id => "9e1deb6a-d57f-4d2c-abbe-da813f4e91ad",
-      :wine_type => "NA",
-      :other_attributes => "{\"attribute3\":{\"attribute5\":666,\"attribute4\":\"text\"},\"attribute1\":\"hello world\",\"attribute2\":555}",
-      :fizziness => "0",
-      :serving_temperature => "0",
-      :additional_search_term => "{NA1,NA2}")
-```
-# TODO
-  - [] update docs
 
-# Signature
+# Insert a single record with specific columns
+table_name = "wine"
+columnToInsert = [:acidity, :tannin, :country, :region, :winery]
+data = Dict{Symbol, Any}(
+    :grape => "Cabernet Sauvignon",
+    :acidity => "medium",                 # using descriptive scale (low/medium/full)
+    :tannin => "medium-plus",             # common wine descriptor
+    :country => "France",
+    :description => "A rich and structured red wine with notes of blackcurrant, cedar, and subtle oak.",
+    :region => "Bordeaux",
+    :winery => "Château Margaux",
+    :intensity => "medium",               # intensity is usually low/medium/full
+    :sweetness => "dry",                  # dry/medium-dry/medium/medium-sweet/sweet
+    :tasting_notes => "Blackberry, graphite, tobacco, vanilla, and subtle earth.",
+    :wine_name => "Château Margaux Grand Cru",
+    :wine_id => "8f3c7a2e-1b4d-4a9f-9c2e-4a8b3d6e5f7a",  # UUID-like (valid hex)
+    :wine_type => "Red",
+    :other_attributes => Dict{String, Any}(
+        "vintage" => 2018,
+        "alcohol_percent" => 13.5,
+        "ph" => 3.6,
+        " aging_years" => 24,              # years in barrel
+        " producer_code" => "CM-GRAND"
+    ),
+    :fizziness => "still",
+    :serving_temperature => "16–18°C",
+    :additional_search_term => ["Cabernet", "Bordeaux red", "premium wine", "CabSav"]
+)
+
+julia> generateInsertSQL(table_name, columnToInsert, data)
+"INSERT INTO wine (acidity, tannin, country, region, winery) VALUES ('medium', 'medium-plus', 'France', 'Bordeaux', 'Château Margaux');"
+```
 """
-function generateInsertSQL(table_name::String, columnToInsert::Vector{Symbol}, 
+function generateInsertSQL(table_name::String, columnToInsert::Vector{Symbol}, data::Dict{Symbol, Any})
-  insert_data::Dict{Symbol, Any})
   columns = String[]
   values = String[]
 
-  for (key, value) in insert_data
+  for (key, value) in data
     if key ∈ columnToInsert
       push!(columns, string(key))
-      push!(values, "'$value'") #[] number should not wrapped in ''
+      value_str = isa(value, AbstractString) ? "'$value'" : "$value"
+      push!(values, value_str)
     end
   end
   
@@ -89,113 +131,101 @@ function generateInsertSQL(table_name::String, columnToInsert::Vector{Symbol},
   
   return "INSERT INTO $table_name ($columns_str) VALUES ($values_str);"
 end
-# function generateInsertSQL(table_name::String, insert_data::Dict{Symbol, Any})
-#   columns = String[]
-#   values = String[]
-  
-#   for (key, value) in insert_data
-#       push!(columns, string(key))
-#       if key == :other_attributes
-#           push!(values, "'$value'")
-#       else
-#           push!(values, "'$value'")
-#       end
-#   end
-  
-#   columns_str = join(columns, ", ")
-#   values_str = join(values, ", ")
-  
-#   return "INSERT INTO $table_name ($columns_str) VALUES ($values_str);"
-# end
 
-  
+function generateInsertSQL(table_name::String, data::AbstractDict{String, Any})
+  columns = String[]
+  values = String[]
 
-
+  for (key, value) in data
-
+    push!(columns, string(key))
-"""
+    value_str = isa(value, AbstractString) ? "'$value'" : "$value"
-example:
+    push!(values, value_str)
-
-insert_data = Dict(
-    :grape => "NA",
-    :acidity => "0",
-    :tannin => "0",
-    :country => "NA",
-    :description => "NA",
-    :region => "NA",
-    :winery => "ccc",
-    :intensity => "0",
-    :sweetness => "0",
-    :tasting_notes => "NA",
-    :wine_name => "new_wine",
-    :wine_id => "9e1deb6a-d57f-4d2c-abbe-da813f4e91ad",
-    :wine_type => "NA",
-    :other_attributes => "{\"attribute3\":{\"attribute5\":666,\"attribute4\":\"text\"},\"attribute1\":\"hello world\",\"attribute2\":555}",
-    :fizziness => "0",
-    :serving_temperature => "0",
-    :additional_search_term => "{NA1,NA2}")
-
-id_keys is the primary key columns
-"""
-# function generateUpdateSQL(table_name::String, update_data::Dict{Symbol, Any}, id_keys::Vector{Symbol})
-#   set_clauses = String[]
-#   where_clauses = String[]
-  
-#   for (key, value) in update_data
-#       if key in id_keys
-#           push!(where_clauses, "$key = '$value'")
-#       else
-#           if key == :other_attributes
-#               push!(set_clauses, "$key = '$value'")
-#           else
-#               push!(set_clauses, "$key = '$value'")
-#           end
-#       end
-#   end
-  
-#   set_clause = join(set_clauses, ", ")
-#   where_clause = join(where_clauses, " AND ")
-  
-#   return "UPDATE $table_name SET $set_clause WHERE $where_clause;"
-# end
-
-function generateUpdateSQL(table_name::String, columnToUpdate::Vector{Symbol}, 
-  updatedata::Dict{Symbol, Any}, id_keys::Vector{Symbol})
-  
-  set_clauses = String[]
-  where_clauses = String[]
-  
-  for (key, value) in updatedata
-      if key in id_keys
-          push!(where_clauses, "$key = '$value'")
-      else
-        if key ∈ columnToUpdate # update only specified columns
-          push!(set_clauses, "$key = '$value'")
-        end
-      end
   end
   
-  set_clause = join(set_clauses, ", ")
+  columns_str = join(columns, ", ")
-  where_clause = join(where_clauses, " AND ")
+  values_str = join(values, ", ")
-  
+    
-  return "UPDATE $table_name SET $set_clause WHERE $where_clause;"
+    return "INSERT INTO $table_name ($columns_str) VALUES ($values_str);"
 end
 
 
+# ---------------------------------------------- 100 --------------------------------------------- #
 
+""" generateUpdateSQL - Generate SQL UPDATE statement from dictionary data
 
+This function constructs a SQL UPDATE statement by updating multiple columns
+based on a primary key condition.
 
+# Arguments:
+  - `table_name::String` - Name of the database table to update
+  - `pk_column::Symbol` - The primary key column name
+  - `pk_value` - The primary key value (used in WHERE clause)
+  - `data::Dict{Symbol, Any}` - Dictionary containing column-value pairs to update
 
+# Return:
+  - A String containing the SQL UPDATE statement
 
+# Example
+```jldoctest
+julia> using UUIDs
 
+# Update multiple columns using a dictionary
+table_name = "wine"
+pk_column = :wine_id
+pk_value = "8f3c7a2e-1b4d-4a9f-9c2e-4a8b3d6e5f7a"
+data = Dict{Symbol, Any}(
+    :acidity => "full",
+    :tannin => "medium",
+    :country => "Italy"
+)
 
+julia> generateUpdateSQL(table_name, pk_column, pk_value, data)
+"UPDATE wine SET acidity = 'full', tannin = 'medium', country = 'Italy' WHERE wine_id = '8f3c7a2e-1b4d-4a9f-9c2e-4a8b3d6e5f7a';"
+```
+"""
+function generateUpdateSQL(table_name::String, pk_column::String, pk_value, 
+                          data::AbstractDict{String, Any})
+    # Build SET clause
+    set_parts = String[]
+    for (key, value) in data
+        if key ∉ [pk_column]
+          value_str = isa(value, AbstractString) ? "'$value'" : "$value"
+          push!(set_parts, "$(string(key)) = $value_str")
+        end
+    end
+    
+    set_clause = join(set_parts, ", ")
+    
+    # Handle primary key value
+    pk_val_str = isa(pk_value, AbstractString) ? "'$pk_value'" : "$pk_value"
+    
+    return "UPDATE $table_name SET $set_clause WHERE $pk_column = $pk_val_str;"
+end
 
-
+function generateUpdateSQL(table_name::String, pk_dict::AbstractDict{String, Any}, 
-
+                          data::AbstractDict{String, Any})
-
+    # Build SET clause
-
+    set_parts = String[]
-
+    for (key, value) in data
-
+        if key ∉ keys(pk_dict)
-
+            value_str = isa(value, AbstractString) ? "'$value'" : "$value"
+            push!(set_parts, "$(string(key)) = $value_str")
+        end
+    end
+    
+    set_clause = join(set_parts, ", ")
+    
+    # Build WHERE clause for composite keys
+    where_parts = String[]
+    for (col, val) in pk_dict
+        val_str = isa(val, AbstractString) ? "'$val'" : "$val"
+        push!(where_parts, "$(string(col)) = $val_str")
+    end
+    
+    where_clause = join(where_parts, " AND ")
+    
+    return "UPDATE $table_name SET $set_clause WHERE $where_clause;"
+end
 
 
 end   # module

src/llmUtil.jl

@@ -1,12 +1,13 @@
 module llmUtil
 
-export formatLLMtext, formatLLMtext_llama3instruct, jsoncorrection, deFormatLLMtext, extractthink
+export formatLLMtext, formatLLMtext_llama3instruct, jsoncorrection, deFormatLLMtext, extractthink,
+        checkAgentResponse_JSON, clean_json_response
 
-using UUIDs, JSON3, Dates
+using UUIDs, JSON, Dates
 using GeneralUtils
 
 # ---------------------------------------------- 100 --------------------------------------------- #
-
+#[PENDING] update code to use JSON
 
 """ Convert a single chat dictionary into LLM model instruct format.
 
@@ -440,6 +441,114 @@ end
 
 
 
+""" Validate that an agent's JSON response contains all required keys and no extra keys.
+
+The function checks if `responsedict` contains exactly the keys specified in `requiredKeys`
+with no duplicates and no missing keys. It is designed to validate structured agent responses
+against an expected schema.
+
+# Arguments
+- `responsedict::Dict`
+  A dictionary containing the agent's JSON response. Must be a plain `Dict` or
+  dictionary-like object with String keys.
+- `requiredKeys::T` where `T<:Array{String}`
+  An array of required key names that must be present in `responsedict`.
+
+# Return
+- `Tuple{Bool, Union{String, Nothing}}`
+  A tuple where the first element indicates whether validation passed (`true`) or failed (`false`),
+  and the second element contains an error message if validation failed, or `nothing` if it passed.
+
+# Details
+The validation logic checks:
+1. **Duplicate keys**: If `responsedict` contains more keys than `requiredKeys`, validation fails
+   because the agent included extra/unexpected keys.
+2. **Missing keys**: If any key in `requiredKeys` is absent from `responsedict`, validation fails
+   and the specific missing keys are listed in the error message.
+3. **Valid response**: If all required keys are present and no extra keys exist, validation passes.
+
+# Example
+
+```julia
+julia> using YiemAgent
+julia> requiredKeys = ["wine_name", "price", "rating"]
+julia> response = Dict("wine_name"=>"Château Margaux", "price"=>250.0, "rating"=>98)
+julia> YiemAgent.checkAgentResponse_JSON(response, requiredKeys)
+(true, nothing)
+
+julia> response_missing = Dict("wine_name"=>"Château Margaux", "price"=>250.0)
+julia> YiemAgent.checkAgentResponse_JSON(response_missing, requiredKeys)
+(false, "rating are missing from your previous response")
+
+julia> response_extra = Dict("wine_name"=>"Château Margaux", "price"=>250.0, "rating"=>98, "extra_field"=>"data")
+julia> YiemAgent.checkAgentResponse_JSON(response_extra, requiredKeys)
+(false, "Your previous attempt has duplicated points according to the required response format")
+```
+"""
+function checkAgentResponse_JSON(responsedict::T1, requiredKeys::T2
+  )::Tuple where {T1<:AbstractDict, T2<:Array{String}}
+  _responsedictKey = keys(responsedict)
+  responsedictKey = [i for i in _responsedictKey] # convert into a list
+  is_requiredKeys_in_responsedictKey = [i ∈ responsedictKey for i in requiredKeys]
+  ispass = false
+  errormsg = nothing
+  if length(is_requiredKeys_in_responsedictKey) > length(requiredKeys)
+    errormsg = "Your previous attempt has duplicated points according to the required response format"
+    ispass = false
+  elseif !all(is_requiredKeys_in_responsedictKey)
+    zeroind = findall(x -> x == 0, is_requiredKeys_in_responsedictKey)
+    missingkeys = [requiredKeys[i] for i in zeroind]
+    errormsg = "$missingkeys are missing from your previous response"
+    ispass = false
+  else
+    ispass = true
+  end
+  return (ispass, errormsg)
+end
+
+""" Convert a plain text string containing key-value pairs into a JSON-formatted string.
+
+This function takes text containing key-value pairs (typically extracted from LLM responses)
+and wraps them in proper JSON braces to create a valid JSON string. It cleans the input
+by removing common formatting artifacts like braces, code block markers, and language
+specifiers before wrapping the content.
+
+# Arguments
+- `text::String`
+  A string containing key-value pairs, typically in the format `key: value, key: value`.
+  May contain leading/trailing braces, code block markers (```), or language specifiers
+  (e.g., `json`) that will be removed.
+
+# Return
+- `String`
+  A JSON-formatted string with the key-value pairs wrapped in `{}` braces.
+
+# Notes
+- The function removes `{`, `}`, `````, and `json` from the input before wrapping.
+- The output is always wrapped in curly braces to create valid JSON structure.
+- This is typically used to sanitize LLM responses that contain key-value data
+  but may include formatting artifacts.
+
+# Examples
+```jldoctest
+julia> text = "thought: Hello, action: CHATBOX, input: How can I help?"
+julia> clean_json_response(text)
+"{thought: Hello, action: CHATBOX, input: How can I help?}"
+
+julia> text = "{thought: Hello, action: CHATBOX}"
+julia> clean_json_response(text)
+"{thought: Hello, action: CHATBOX}"
+
+julia> text = "```json{thought: Hello, action: CHATBOX}```"
+julia> clean_json_response(text)
+"{thought: Hello, action: CHATBOX}"
+```
+"""
+function clean_json_response(text::String)
+  removelist = ["{", "}", "```", "json", "\n"]
+  return '{' * removestring(text, removelist) * '}'
+end
+
 
 
 

src/util.jl

@@ -1,43 +1,46 @@
 module util
   
 export timedifference, showstracktrace, findHighestIndexKey, uuid4snakecase, replaceDictKeys,
-        findMatchingDictKey, textToDict, randstring, randstrings, timeout,
+        findMatchingDictKey, randstring, randstrings, timeout,
         dataframeToCSV, dfToVectorDict, disintegrate_vectorDict, getDataFrameValue, dfRowtoString, 
-        dfToString, dataframe_to_json_list, dictToString, dictToString_noKey, 
+        dfToString, dataframe_to_json_list, dictToString, dictToString_noKey, issomething,
         dictToString_numbering, extract_triple_backtick_text, 
-        countGivenWords, remove_french_accents, detect_keyword, extractTextBetweenCharacter,
+        countGivenWords, remove_french_accents, removestring,
-        extractTextBetweenString, 
+        extractTextBetweenCharacter, extractTextBetweenString, 
         convertCamelSnakeKebabCase, fitrange, recentElementsIndex, nonRecentElementsIndex
 
-using JSON3, DataStructures, Distributions, Random, Dates, UUIDs, MQTTClient, DataFrames
+using JSON, DataStructures, Distributions, Random, Dates, UUIDs, DataFrames
 
 # ---------------------------------------------- 100 --------------------------------------------- #
 
-""" Compute time different between start time and stop time in a given unit. 
+""" Computes the time difference between two `DateTime` values and returns the
- Unit can be "milliseconds", "seconds", "minutes", "hours".
+result in a specified unit: milliseconds, seconds, minutes, or hours.
 
 # Arguments
-  - `starttime::DateTime` 
+- `starttime::DateTime`
-    start time
+  The starting `DateTime` value.
-  - `stoptime::DateTime`  
+- `stoptime::DateTime`
-    stop time
+  The ending `DateTime` value.
-  - `unit::String`  
+- `unit::String`
-    unit of time difference
+  The unit for the result. Must be one of: `"milliseconds"`, `"seconds"`,
+  `"minutes"`, `"hours"`.
 
 # Return
-  - time difference in given unit
+- `Integer`: The time difference converted to the specified unit.
 
-# Example
+# Notes
+- The function computes `stoptime - starttime` and converts the result to the
+  requested unit using integer division.
+- Errors with `ArgumentError` if an invalid unit is specified.
+
+# Examples
 ```jldoctest
-julia> using Revise
 julia> using GeneralUtils, Dates
 julia> a = Dates.now()
-julia> b = a + Dates.Day(5) # add 5 days
+julia> b = a + Dates.Day(5)
-julia> GeneralUtils.timedifference(a, b, "hours")
+julia> timedifference(a, b, "hours")
 120
 ```
-
-# Signature
 """
 function timedifference(starttime::DateTime, stoptime::DateTime, unit::String)::Integer
   diff = stoptime - starttime
@@ -184,21 +187,27 @@ end
 
 
 
-""" Get uuid4 with snake case
+""" Generates a UUID4 (version 4) identifier and converts it to snake case by
-  
+replacing hyphens with underscores.
-# Return
-  - `uuid4::String`
-    uuid4 with snake case
 
-# Example
+# Arguments
+- This function takes no arguments.
+
+# Return
+- `String`: A UUID4 string with underscores instead of hyphens (e.g.,
+  `"0f6e4f_568c_4df4_8c79_1d7a58072f4a"`).
+
+# Notes
+- Uses the `uuid4()` function from the UUIDs standard library to generate a
+  random UUID.
+- The underscore character replaces all hyphens in the UUID string.
+
+# Examples
 ```jldoctest
-julia> using Revise
 julia> using GeneralUtils
-julia> GeneralUtils.uuid4snakecase()
+julia> uuid4snakecase()
 "0f6e4f_568c_4df4_8c79_1d7a58072f4a"
 ```
-
-# Signature
 """
 function uuid4snakecase()::String
   _id = string(uuid4())
@@ -207,32 +216,37 @@ function uuid4snakecase()::String
 end
 
 
-""" Replace a dictionary key with the new key
+""" Replaces keys in a dictionary according to a mapping, returning a new
+dictionary with updated keys while preserving the original values.
 
 # Arguments
-  - `d::Dict` 
+- `d::Dict`
-    The input dictionary that you want to modify
+  The input dictionary to modify.
-  - `replacementMap::Dict`
+- `replacementMap::Dict`
-    A dictionary that maps old keys to new keys
+  A dictionary mapping old keys to new keys. Keys not present in this map are
+  left unchanged.
 
 # Return
-  - `newDict::Dict`
+- `Dict`: A new dictionary with replaced keys. Values are preserved from the
-    new dictionary with the replaced keys
+  original dictionary.
 
-# Example
+# Notes
+- The function creates a new dictionary rather than modifying the input in
+  place.
+- Keys not found in `replacementMap` are copied to the result with their
+  original keys unchanged.
+
+# Examples
 ```jldoctest
-julia> using Revise
 julia> using GeneralUtils
 julia> d = Dict(:a => 1, :b => 2, :c => 3)
 julia> replacement_map = Dict(:a => :x, :b => :y)
-julia> new_dict = GeneralUtils.replaceDictKeys(d, replacement_map)
+julia> replaceDictKeys(d, replacement_map)
 Dict{Any, Any} with 3 entries:
   :y => 2
   :c => 3
   :x => 1
 ```
-
-# Signature
 """
 function replaceDictKeys(d::Dict, replacementMap::Dict)::Dict
   newDict = Dict()
@@ -244,102 +258,6 @@ function replaceDictKeys(d::Dict, replacementMap::Dict)::Dict
 end
 
 
-""" Convert text into a dictionary with a given keywords. This function use keywords to slice
-  a given text into the following format: KW1|kw1_text|KW2|kw2_text|KW3|kw3_text.
-  The left most string which has no keyword will be discarded. WARNING, ordering is important
-
-# Arguments
-  - `text::String`
-    A text to be converted.
-  - `keywords::Vector{String}`
-    A list of keywords to be used to slice the text. 
-    These keywords also be the resulting dict keys.
-# Keyword Arguments
-  - `rightmarker::String`
-    A maker used to make a word to be unique. Ex, A keyword "plan" with rightmarker ":", 
-    the function will search for "plan:" otherwise the function will search for "plan".
-    The marker will not be in the resulting dict keys.
-  - `symbolkey::Bool`
-    If true, resulting dict's key will be Symbols, otherwise string.
-  - `lowercasekey::Bool`
-    set resulting dict's key to be lowercase
-
-# Return
-  - `d::OrderedDict`
-
-# Example
-```jldoctest
-julia> text = "TODAY thought: what to do plan: wake up and going out action: 1. wake up 2. eat 3. sleep"
-julia> sample_keywords = ["thought", "plan", "action"]
-julia> resultdict = GeneralUtils.textToDict(text, sample_keywords; rightmarker=":", symbolkey=true)
-julia> println(resultdict)
-OrderedCollections.OrderedDict{Any, Any}(:thought => "what to do", 
-                                        :plan => "wake up and going out", 
-                                        :action => "1. wake up 2. eat 3. sleep")
-```
-
-# Signature
-"""
-function textToDict(text::String, detectKeywords::Vector{String}; 
-    dictKey::Union{Vector{String}, Nothing}=nothing, 
-    symbolkey::Bool=false, lowercasekey::Bool=false
-    )::OrderedDict
-
-  # make sure this function detect variation of a work e.g. agent, Agent, AGENT
-  kw = []
-  # use for loop and detect_keyword function to get the exact variation of each keyword in the text then push to kw list
-  for keyword in detectKeywords
-    detected = detect_keyword(keyword, text)
-    if detected !== nothing
-      push!(kw, detected)
-    else
-      error("Keyword $keyword not found in text.")
-    end
-  end
-
-  od1, od2 =
-  if symbolkey
-    OrderedDict{Symbol, Any}(), OrderedDict{Symbol, Any}()
-  else
-    OrderedDict{String, Any}(), OrderedDict{String, Any}()
-  end
-
-  remainingtext = text
-  dictKey_ = reverse(dictKey)
-  
-  # process text from back to front
-  rkw = reverse(kw)
-  for (i,keyword) in enumerate(rkw)
-    # Find the position of the keyword in the text
-    keywordidx = findlast(keyword, remainingtext)
-    dKey = dictKey_[i]
-    
-    if keywordidx !== nothing
-      substr = remainingtext[keywordidx[end]+1:end]
-      str = string(strip(substr))  # Removes both leading and trailing whitespace.
-      _key = lowercasekey == true ? lowercase(dKey) : dKey
-      key = symbolkey == true ? Symbol(_key) : _key
-      od1[key] = str
-      remainingtext = remainingtext[1:keywordidx[1]-1]
-    else
-      error("""keyword "$keyword" not found in the provided text: $text </end of error note>""")
-    end
-  end
-
-  # correct the order
-  ks = reverse([i for i in keys(od1)])
-  for k in ks
-    k = symbolkey == true ? Symbol(k) : k
-    od2[k] = od1[k]
-  end
-  
-  return od2
-end
-
-
-
-
-
 """ Generate a random string
 
 # Arguments
@@ -390,36 +308,43 @@ end
 
 
 
-""" Execute a function with timer.
+""" Executes a function with a timeout mechanism. If the function does not
+complete within the specified time, it is interrupted and a timeout message
+is returned.
 
 # Arguments
-  - `f::Function`
+- `f::Function`
-      a function to run
+  The function to execute.
-  - `timeoutwindow::Integer``
+- `timeoutwindow::Integer`
-      timeout in seconds
+  The timeout duration in seconds.
 
-# Keyword Argument
+# Keyword Arguments
-  - `fargs`
+- `fargs`
-    arguments for the function
+  Arguments to pass to the function `f`. If `nothing`, the function is called
-  - `timeoutmsg::String`
+  without arguments.
-    time out message
+- `timeoutmsg::String`
+  The message to return if the function times out. Defaults to `"task timed out"`.
 
 # Return
-  - task result otherwise timeout message
+- The result of the function if it completes within the timeout, otherwise the
+  `timeoutmsg` string.
 
-# Example
+# Notes
-  ```jldoctest
+- Uses Julia's `@task`, `schedule`, and `Timer` to implement non-blocking
+  execution with interruption via `Base.throwto`.
+- Errors with `InterruptException` if the function exceeds the timeout.
+
+# Examples
+```jldoctest
 julia> function testfunc(x)
-          sleep(x)
+           sleep(x)
-          return "task done"
+           return "task done"
-        end
+       end
 julia> result = timeout(testfunc, 10; fargs=20)
 "task timed out"
 julia> result = timeout(testfunc, 20; fargs=10)
 "task done"
 ```
-
-#  Signature
 """
 function timeout(f::Function, timeoutwindow::Integer; fargs=nothing, timeoutmsg="task timed out")
   tsk = @task f(fargs)
@@ -436,23 +361,26 @@ end
 
 
 
-""" Convert a dataframe into CSV.
+""" Converts a DataFrame to a CSV string representation using the CSV.jl package.
 
 # Arguments
-  - `df::DataFrame`
+- `df::DataFrame`
-    A connection object to Postgres database
+  The DataFrame to convert to CSV format.
-    
-# Return
-  - `result::String`
 
-# Example
+# Return
+- `String`: The DataFrame contents as a CSV-formatted string.
+
+# Notes
+- Uses `CSV.write` with an `IOBuffer` to capture the output as a string.
+- The returned string contains the full CSV representation including headers.
+
+# Examples
 ```jldoctest
 julia> using DataFrames, GeneralUtils
 julia> df = DataFrame(A=1:3, B=5:7, fixed=1)
-julia> result = GeneralUtils.dataframeToCSV(df)
+julia> dataframeToCSV(df)
+"1,5,1\n2,6,1\n3,7,1\n"
 ```
-
-# Signature
 """
 function dataframeToCSV(df::DataFrame)
   # Create an IOBuffer to capture the output
@@ -474,7 +402,7 @@ end
 
 #  Example
   ```jldoctest
-  julia> using DataFrames, JSON3, GeneralUtils
+  julia> using DataFrames, GeneralUtils
   julia> df = DataFrame(A = [1, 2, 3], B = ["apple", "banana", "cherry"])
   julia> vectorDict = GeneralUtils.dfToVectorDict(df)
   [Dict{String, Any}("B" => "apple", "A" => 1), 
@@ -512,7 +440,7 @@ end
 
 # Example
   ```jldoctest
-  julia> using GeneralUtils, Dates, JSON3, UUIDs
+  julia> using GeneralUtils, Dates, UUIDs
   julia> vecDict = [Dict("a" => i) for i in 1:10]
   julia> d = GeneralUtils.disintegrate_vectorDict(vecDict, 3)
   julia> println(d[:data])
@@ -522,8 +450,6 @@ end
   3 => [Dict("a"=>7), Dict("a"=>8), Dict("a"=>9)]
   4 => [Dict("a"=>10)]
   ```
-
-# Signature
 """
 function disintegrate_vectorDict(data::Vector, partsize::Integer
   )
@@ -569,8 +495,6 @@ end
   julia> getDataFrameValue(df[1, :], :name)
   "Alice"
   ```
-
-# Signature
 """
 getDataFrameValue(row::DataFrameRow, key::Symbol) = row.:($key)
 
@@ -639,8 +563,6 @@ end
   julia> dfToString(df)
   "1) name: Alice, age: 25\n2) name: Bob, age: 30"
   ```
-
-# Signature
 """
 function dfToString(df::DataFrame)
   dfstr = ""
@@ -664,7 +586,7 @@ end
 
 # Example
   ```jldoctest
-  julia> using DataFrames
+  julia> using DataFrames, GeneralUtils
 
   julia> df = DataFrame(name=["Alice", "Bob"], age=[25, 30])
   2×2 DataFrame
@@ -674,13 +596,11 @@ end
    │ 1   │ Alice   25    
    │ 2   │ Bob     30    
 
-  julia> dataframe_to_json_list(df)
+  julia> GeneralUtils.dataframe_to_json_list(df)
   2-element Vector{String}:
   "{\"name\":\"Alice\",\"age\":25}"
   "{\"name\":\"Bob\",\"age\":30}"
   ```
-
-# Signature
 """
 function dataframe_to_json_list(df::DataFrame)::Vector{String}
   json_list = []
@@ -714,8 +634,6 @@ end
   julia> dict_to_string(od)
   "1) name: Alice, 2) age: 25"
   ```
-
-# Signature
 """
 function dictToString(od::T) where {T<:AbstractDict}
   items = []
@@ -784,152 +702,6 @@ function cuttext(range, text)
   end
 end
 
-"""
-    detect_keyword(keywords::AbstractVector{String}, text::String; mode::Union{String, Nothing}=nothing, delimiter::AbstractVector=[' ', '\n', '.']) -> Dict{String, Integer}
-
-Detects and counts occurrences of multiple keywords in the text in different case variations (lowercase, uppercase first letter, or all uppercase).
-
-# Arguments
-- `keywords::AbstractVector{String}` Vector of keywords to search for
-- `text::String` The text to search in
-
-# Keyword Arguments
-- `mode::Union{String, Nothing}` When set to "individual", only counts matches that are individual words (default: nothing)
-- `delimiter::AbstractVector` Characters used to determine word boundaries when mode="individual" (default: [' ', '\n', '.'])
-
-# Returns
-- `Dict{String, Integer}` Returns a dictionary mapping each keyword to its count in the text (0 if not found)
-
-# Examples
-  ```jldoctest
-  julia> detect_keyword(["test", "example"], "This is a Test EXAMPLE")
-  Dict{String, Integer}("test" => 1, "example" => 1)
-
-  julia> detect_keyword(["cat"], "cats and category", mode="individual")
-  Dict{String, Integer}("cat" => 0)
-
-  julia> detect_keyword(["error"], "No ERRORS found!")
-  Dict{String, Integer}("error" => 1)
-  ```
-  
-# Signature
-"""
-# function detect_keyword(keywords::T1, text::String; 
-#   mode::Union{String, Nothing}=nothing, delimiter::T2=[' ', '\n', '.']
-#   )::Dict{String, Integer} where {T1<:AbstractVector, T2<:AbstractVector}
-#   # Initialize dictionary to store keyword counts
-#   kwdict = Dict{String, Integer}()
-#   for i in keywords
-#     kwdict[i] = 0
-#   end
-  
-#   startindex = 1
-#   # Iterate through each keyword and search for matches in text
-#   for kw in keywords
-#     # Check each possible starting position in the text
-#     for startindex in 1:1:length(text)
-#       # Get the window range for current keyword at current position
-#       wordwindows = wordwindow(kw, startindex)
-#       # Extract the text slice for comparison
-#       cuttexts = cuttext(wordwindows, text)
-#       if cuttexts !== nothing
-#         # Try to detect keyword in current text slice
-#         detected_kw = detect_keyword(kw, cuttexts)
-#         if detected_kw !== nothing && mode === nothing
-#           # Increment count if keyword found and no mode restrictions
-#           kwdict[kw] +=1
-#         elseif detected_kw !== nothing && mode === "individual"
-#           # For individual word mode, check word boundaries
-#           # Check if character before keyword is a delimiter or start of text
-#           checkbefore = 
-#             if wordwindows.start > 1 && 
-#               text[wordwindows.start-1] ∈ delimiter
-#               true
-#             elseif wordwindows.start == 1
-#               true
-#             else
-#               false
-#             end
-
-#           # Check if character after keyword is a delimiter or end of text
-#           checkafter =
-#             if wordwindows.stop < length(text) && 
-#               text[wordwindows.stop+1] ∈ delimiter
-#               true
-#             elseif wordwindows.stop == length(text)
-#               true
-#             else
-#               false
-#             end
-#           # Only count keyword if it's a complete word
-#           if checkbefore && checkafter
-#             kwdict[kw] +=1
-#           end
-#         end
-#       end
-#     end
-#   end
-#   return kwdict
-# end
-
-
-function detect_keyword(keywords::T, text::String)::Dict{String, Integer} where {T<:AbstractVector}
-  kw = Dict{String, Integer}()
-  splittext = string.(split(text, " "))
-  # use for loop and detect_keyword function to get the exact variation of each keyword in the text then push to kw list
-  for keyword in keywords
-    ws = detect_keyword.(keyword, splittext)
-    total = sum(issomething.(ws))
-    if total != 0
-      kw[keyword] = total
-    else
-      kw[keyword] = 0
-    end
-  end
-  return kw
-end
-
-
-"""
-    detect_keyword(keyword::String, text::String) -> Union{Nothing, String}
-
-Detects if a keyword exists in the text in different case variations (lowercase, uppercase first letter, or all uppercase).
-
-# Arguments:
-- `keyword::String` The keyword to search for
-- `text::String` The text to search in
-
-# Returns:
-- `Union{Nothing, String}` Returns the matched keyword variation if found, otherwise returns nothing
-
-# Examples:
-  ```jldoctest
-  julia> detect_keyword("test", "This is a Test case")
-  "Test"
-
-  julia> detect_keyword("error", "NO ERRORS FOUND")
-  "ERRORS"
-
-  julia> detect_keyword("missing", "complete data")
-  nothing
-  ```
-
-# Signature
-"""
-function detect_keyword(keyword::String, text::String)::Union{Nothing, String}
-  # Define the keyword variations to search for
-  keyword_variations = [keyword, uppercasefirst(keyword), uppercase(keyword), lowercase(keyword)]
-  
-  # Check if any of the keyword variations are in the text
-  for variation in keyword_variations
-      if occursin(variation, text)
-          return variation
-      end
-  end
-  
-  # Return nothing if no variation is found
-  return nothing
-end
 
 
 """
@@ -975,27 +747,39 @@ end
 
 
 
-"""
+""" Remove French accents from the given text.
-    remove_french_accents(text::String) -> String
 
-Remove French accents from the given text.
+The function replaces accented French characters with their non-accented
+counterparts using a dictionary mapping. Supported accented characters
+include: à, â, ä, á, é, è, ê, ë, î, ï, í, ñ, ô, ö, ò, ó, ù, û, ü, ÿ, ç,
+and their uppercase variants. The apostrophe character `’` is removed
+completely.
 
 # Arguments
-- `text::String` The input string containing French accents.
+- `text::AbstractString`
+  The input string containing French accented characters.
 
-# Returns
+# Return
-- `String` The input string with all French accents removed.
+- `AbstractString`: A new string with all French accents replaced by their
+  non-accented equivalents.
+
+# Notes
+- The function creates a character list and replaces each accented character
+  according to an internal dictionary mapping.
+- Does **not** mutate the input; it allocates a new string.
 
 # Examples
-  ```jldoctest
+```jldoctest
-  julia> remove_french_accents("Café")
+julia> using GeneralUtils
-  "Cafe"
+julia> remove_french_accents("Café")
+"Cafe"
 
-  julia> remove_french_accents("L'été est beau.")
+julia> remove_french_accents("L'été est beau.")
-  "L'ete est beau."
+"L'ete est beau."
-  ```
 
-# Signature
+julia> remove_french_accents("Noël, naïve, François")
+"Noel, naive, Francois"
+```
 """
 function remove_french_accents(text::AbstractString)::AbstractString
   textcharlist = [i for i in text]
@@ -1355,9 +1139,38 @@ function nonRecentElementsIndex(vectorlength::Integer, n::Integer)
   return 1:(vectorlength-n)
 end
 
+""" Remove specified substrings from text.
 
+Removes all occurrences of each string in `removelist` from the input text
+by repeatedly replacing them with empty strings until none remain.
 
+# Arguments
+- `text::String`
+  The input string to modify.
+- `removelist::Vector{String}`
+  A vector of substrings to remove from the text.
 
+# Return
+- `String`: The text with all specified substrings removed.
+
+# Examples
+```jldoctest
+julia> using GeneralUtils
+julia> removestring("hello world", ["l", " "])
+"heoword"
+julia> removestring("foo bar baz", ["bar", " "])
+"foobaz"
+```
+"""
+function removestring(text::String, removelist::Vector{String})::String
+  for i in removelist
+    while occursin(i, text)
+      text = replace(text, i => "")
+    end
+  end
+
+  return string(text)
+end
 
 
 

test/etc.jl

@@ -1,7 +0,0 @@
-python -> pandas -> dataframe -> csv
-                
-
-
-julia -> DataFrames -> dataframe -> csv
-
-                  dict -> dataframe -> csv