Package evaluation to test Sarimax on Julia 1.11.7 (58327cce5e*) started at 2025-10-29T04:12:25.822 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.48s ################################################################################ # Installation # Installing Sarimax... Resolving package versions... Installed Sarimax ─ v0.1.3 Updating `~/.julia/environments/v1.11/Project.toml` [32cb7113] + Sarimax v0.1.3 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.18.0 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [07493b3f] + Alpine v0.5.7 [4fba245c] + ArrayInterface v7.22.0 [6e4b80f9] + BenchmarkTools v1.6.3 [336ed68f] + CSV v0.10.15 [523fee87] + CodecBzip2 v0.8.5 [944b1d66] + CodecZlib v0.7.8 [861a8166] + Combinatorics v1.0.3 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [187b0558] + ConstructionBase v1.6.0 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.8.1 ⌅ [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.9 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [e2ba6199] + ExprTools v0.1.10 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.14.0 [6a86dc24] + FiniteDiff v2.29.0 [f6369f11] + ForwardDiff v1.2.2 [87dc4568] + HiGHS v1.20.0 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.5 [d8418881] + Intervals v1.10.0 [41ab1584] + InvertedIndices v1.3.1 [b6b21f68] + Ipopt v1.12.1 [92d709cd] + IrrationalConstants v0.2.6 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.1 [682c06a0] + JSON v1.2.0 [0f8b85d8] + JSON3 v1.14.3 [4076af6c] + JuMP v1.29.2 [b964fa9f] + LaTeXStrings v1.4.0 [d3d80556] + LineSearches v7.4.0 [7a12625a] + LinearMaps v3.11.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [8c4f8055] + MathOptIIS v0.1.1 [b8f27783] + MathOptInterface v1.46.0 [99c1a7ee] + MatrixEquations v2.5.6 [e1d29d7a] + Missings v1.2.0 [78c3b35d] + Mocking v0.8.1 [d8a4904e] + MutableArithmetics v1.6.7 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [6fe1bfb0] + OffsetArrays v1.17.0 [429524aa] + Optim v1.13.2 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [69de0a69] + Parsers v2.8.3 ⌅ [f27b6e38] + Polynomials v2.0.25 [2dfb63ee] + PooledArrays v1.4.3 [85a6dd25] + PositiveFactorizations v0.2.4 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.5.0 ⌅ [08abe8d2] + PrettyTables v2.4.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [32cb7113] + Sarimax v0.1.3 [6c6a2e73] + Scratch v1.3.0 [42fb36cb] + SeasonalTrendLoess v0.1.0 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 ⌅ [1277b4bf] + ShiftedArrays v1.0.0 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.6.1 ⌅ [99342f36] + StateSpaceModels v0.6.7 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [892a3eda] + StringManipulation v0.4.1 [856f2bd8] + StructTypes v1.11.0 [ec057cc2] + StructUtils v2.5.1 [dc5dba14] + TZJData v1.5.0+2025b [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 ⌅ [9e3dc215] + TimeSeries v0.24.2 [f269a46b] + TimeZones v1.22.1 [3bb67fe8] + TranscodingStreams v0.11.3 [3a884ed6] + UnPack v1.0.2 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [ae81ac8f] + ASL_jll v0.1.3+0 [6e34b625] + Bzip2_jll v1.0.9+0 [8fd58aa0] + HiGHS_jll v1.12.0+0 [e33a78d0] + Hwloc_jll v2.12.2+0 [9cc047cb] + Ipopt_jll v300.1400.1900+0 [94ce4f54] + Libiconv_jll v1.18.0+0 [d00139f3] + METIS_jll v5.1.3+0 [d7ed1dd3] + MUMPS_seq_jll v500.800.100+0 [656ef2d0] + OpenBLAS32_jll v0.3.29+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 ⌅ [319450e9] + SPRAL_jll v2025.5.20+0 ⌅ [02c8fc9c] + XML2_jll v2.13.9+0 [a65dc6b1] + Xorg_libpciaccess_jll v0.18.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 8.24s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 424.03s ################################################################################ # Testing # Testing Sarimax Status `/tmp/jl_S3nm5Z/Project.toml` [07493b3f] Alpine v0.5.7 [336ed68f] CSV v0.10.15 [861a8166] Combinatorics v1.0.3 [a93c6f00] DataFrames v1.8.1 [31c24e10] Distributions v0.25.122 [87dc4568] HiGHS v1.20.0 [b6b21f68] Ipopt v1.12.1 [682c06a0] JSON v1.2.0 [4076af6c] JuMP v1.29.2 [b8f27783] MathOptInterface v1.46.0 [6fe1bfb0] OffsetArrays v1.17.0 [429524aa] Optim v1.13.2 [ae029012] Requires v1.3.1 [295af30f] Revise v3.11.0 [32cb7113] Sarimax v0.1.3 ⌅ [99342f36] StateSpaceModels v0.6.7 [10745b16] Statistics v1.11.1 ⌅ [9e3dc215] TimeSeries v0.24.2 [ade2ca70] Dates v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [44cfe95a] Pkg v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_S3nm5Z/Manifest.toml` [47edcb42] ADTypes v1.18.0 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [07493b3f] Alpine v0.5.7 [4fba245c] ArrayInterface v7.22.0 [6e4b80f9] BenchmarkTools v1.6.3 [336ed68f] CSV v0.10.15 [da1fd8a2] CodeTracking v2.0.1 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [861a8166] Combinatorics v1.0.3 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [807dbc54] Compiler v0.1.1 [187b0558] ConstructionBase v1.6.0 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 ⌅ [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [8bb1440f] DelimitedFiles v1.9.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.9 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [e2ba6199] ExprTools v0.1.10 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.14.0 [6a86dc24] FiniteDiff v2.29.0 [f6369f11] ForwardDiff v1.2.2 [87dc4568] HiGHS v1.20.0 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.5 [d8418881] Intervals v1.10.0 [41ab1584] InvertedIndices v1.3.1 [b6b21f68] Ipopt v1.12.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v1.2.0 [0f8b85d8] JSON3 v1.14.3 [4076af6c] JuMP v1.29.2 [aa1ae85d] JuliaInterpreter v0.10.6 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.4.0 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v0.3.29 [6f1432cf] LoweredCodeUtils v3.4.4 [1914dd2f] MacroTools v0.5.16 [8c4f8055] MathOptIIS v0.1.1 [b8f27783] MathOptInterface v1.46.0 [99c1a7ee] MatrixEquations v2.5.6 [e1d29d7a] Missings v1.2.0 [78c3b35d] Mocking v0.8.1 [d8a4904e] MutableArithmetics v1.6.7 [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [6fe1bfb0] OffsetArrays v1.17.0 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 ⌅ [f27b6e38] Polynomials v2.0.25 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.5.0 ⌅ [08abe8d2] PrettyTables v2.4.0 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [295af30f] Revise v3.11.0 [79098fc4] Rmath v0.9.0 [32cb7113] Sarimax v0.1.3 [6c6a2e73] Scratch v1.3.0 [42fb36cb] SeasonalTrendLoess v0.1.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 ⌅ [1277b4bf] ShiftedArrays v1.0.0 [a2af1166] SortingAlgorithms v1.2.2 [276daf66] SpecialFunctions v2.6.1 ⌅ [99342f36] StateSpaceModels v0.6.7 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [ec057cc2] StructUtils v2.5.1 [dc5dba14] TZJData v1.5.0+2025b [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 ⌅ [9e3dc215] TimeSeries v0.24.2 [f269a46b] TimeZones v1.22.1 [3bb67fe8] TranscodingStreams v0.11.3 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [ae81ac8f] ASL_jll v0.1.3+0 [6e34b625] Bzip2_jll v1.0.9+0 [8fd58aa0] HiGHS_jll v1.12.0+0 [e33a78d0] Hwloc_jll v2.12.2+0 [9cc047cb] Ipopt_jll v300.1400.1900+0 [94ce4f54] Libiconv_jll v1.18.0+0 [d00139f3] METIS_jll v5.1.3+0 [d7ed1dd3] MUMPS_seq_jll v500.800.100+0 [656ef2d0] OpenBLAS32_jll v0.3.29+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 ⌅ [319450e9] SPRAL_jll v2025.5.20+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.11.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... ****************************************************************************** This program contains Ipopt, a library for large-scale nonlinear optimization. Ipopt is released as open source code under the Eclipse Public License (EPL). For more information visit https://github.com/coin-or/Ipopt ****************************************************************************** Test Summary: | Pass Total Time Base functions of Sarima model | 10 10 3m49.6s Test Summary: | Pass Total Time SARIMA | 22 22 1m05.9s Test Summary: | Pass Total Time ARMA to MA | 3 3 0.8s Test Summary: | Pass Total Time auto sarima | 65 65 12.6s [ Info: The exogenous variables are constant after non-seasonal differencing. [ Info: Fitted SARIMA(2,0,2)(1,0,1 s=12, c=true, drift=false) with -528.2796307816948 criteria [ Info: Fitted SARIMA(0,0,0)(0,0,0 s=12, c=true, drift=false) with -179.3408580512903 criteria [ Info: Fitted SARIMA(1,0,0)(1,0,0 s=12, c=true, drift=false) with -493.3884902756443 criteria [ Info: Fitted SARIMA(0,0,1)(0,0,1 s=12, c=true, drift=false) with -328.66543439738626 criteria [ Info: Fitted SARIMA(0,0,0)(0,0,0 s=12, c=false, drift=false) with 403.13704008618356 criteria [ Info: Fitted SARIMA(2,0,2)(0,0,1 s=12, c=true, drift=false) with -341.8247742735576 criteria [ Info: Fitted SARIMA(2,0,2)(1,0,0 s=12, c=true, drift=false) with -498.59819966070637 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,1 s=12, c=true, drift=false) with -545.6795169845966 criteria [ Info: The model SARIMA(2,0,2)(2,0,1 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,0,2)(1,0,2 s=12, c=true, drift=false) with -549.5170951305636 criteria [ Info: The model SARIMA(2,0,2)(1,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,0,2)(0,0,0 s=12, c=true, drift=false) with -196.21323077175313 criteria [ Info: Fitted SARIMA(2,0,2)(0,0,2 s=12, c=true, drift=false) with -357.2058820917223 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,0 s=12, c=true, drift=false) with -508.7766951035096 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,2 s=12, c=true, drift=false) with -546.7545107317063 criteria [ Info: The model SARIMA(2,0,2)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,2)(1,0,1 s=12, c=true, drift=false) with -525.5049739618182 criteria [ Info: Fitted SARIMA(2,0,1)(1,0,1 s=12, c=true, drift=false) with -506.99212979229907 criteria [ Info: Fitted SARIMA(3,0,2)(1,0,1 s=12, c=true, drift=false) with -525.5957376325885 criteria [ Info: Fitted SARIMA(2,0,3)(1,0,1 s=12, c=true, drift=false) with -534.0159936187679 criteria [ Info: Fitted SARIMA(2,0,3)(0,0,1 s=12, c=true, drift=false) with -338.738228615459 criteria [ Info: Fitted SARIMA(2,0,3)(1,0,0 s=12, c=true, drift=false) with -502.0934859741956 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,1 s=12, c=true, drift=false) with -549.8375484409177 criteria [ Info: The model SARIMA(2,0,3)(2,0,1 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,0,3)(1,0,2 s=12, c=true, drift=false) with -552.9987936434367 criteria [ Info: The model SARIMA(2,0,3)(1,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,0,3)(0,0,0 s=12, c=true, drift=false) with -416.8774405472819 criteria [ Info: The model SARIMA(2,0,3)(0,0,0 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,0,3)(0,0,2 s=12, c=true, drift=false) with -353.9775908854598 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,0 s=12, c=true, drift=false) with -511.0714249312989 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,2 s=12, c=true, drift=false) with -550.1891954108069 criteria [ Info: The model SARIMA(2,0,3)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,3)(1,0,1 s=12, c=true, drift=false) with -535.248264616295 criteria [ Info: Fitted SARIMA(1,0,3)(0,0,1 s=12, c=true, drift=false) with -340.527901045439 criteria [ Info: Fitted SARIMA(1,0,3)(1,0,0 s=12, c=true, drift=false) with -504.8778767709278 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,1 s=12, c=true, drift=false) with -548.7335997157672 criteria [ Info: The model SARIMA(1,0,3)(2,0,1 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,3)(1,0,2 s=12, c=true, drift=false) with -551.5163131496267 criteria [ Info: The model SARIMA(1,0,3)(1,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,3)(0,0,0 s=12, c=true, drift=false) with -420.0823590371988 criteria [ Info: The model SARIMA(1,0,3)(0,0,0 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,3)(0,0,2 s=12, c=true, drift=false) with -357.2181350779879 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,0 s=12, c=true, drift=false) with -513.8542409978702 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,2 s=12, c=true, drift=false) with -549.936877342417 criteria [ Info: Fitted SARIMA(0,0,3)(2,0,2 s=12, c=true, drift=false) with -553.27430685436 criteria [ Info: Fitted SARIMA(0,0,3)(1,0,2 s=12, c=true, drift=false) with -554.9104038899511 criteria [ Info: The model SARIMA(0,0,3)(1,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,0,3)(2,0,1 s=12, c=true, drift=false) with -551.960210637468 criteria [ Info: The model SARIMA(0,0,3)(2,0,1 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,0,3)(1,0,1 s=12, c=true, drift=false) with -538.2605857384801 criteria [ Info: Fitted SARIMA(0,0,2)(2,0,2 s=12, c=true, drift=false) with -548.4440850139254 criteria [ Info: The model SARIMA(0,0,2)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,0,4)(2,0,2 s=12, c=true, drift=false) with -553.9863266325682 criteria [ Info: The model SARIMA(0,0,4)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,2)(2,0,2 s=12, c=true, drift=false) with -545.1034101818493 criteria [ Info: The model SARIMA(1,0,2)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,4)(2,0,2 s=12, c=true, drift=false) with -553.2748611828049 criteria [ Info: The model SARIMA(1,0,4)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model SARIMA(1,0,4)(2,0,2 s=12, c=true, drift=false) is not stationary [ Info: The model will not be considered [ Info: Fitted SARIMA(0,0,3)(2,0,2 s=12, c=false, drift=false) with -495.34609897836003 criteria [ Info: The model SARIMA(0,0,3)(2,0,2 s=12, c=false, drift=false) is not invertible [ Info: The model SARIMA(0,0,3)(2,0,2 s=12, c=false, drift=false) is not stationary [ Info: The model will not be considered [ Info: The best model found is SARIMA(0,0,3)(2,0,2 s=12, c=true, drift=false) [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=true, drift=false) with -495.64752017244757 criteria [ Info: Fitted SARIMA(0,1,0)(0,0,0 s=12, c=true, drift=false) with -109.14881958019765 criteria [ Info: Fitted SARIMA(1,1,0)(1,0,0 s=12, c=false, drift=true) with -399.2126695823888 criteria [ Info: Fitted SARIMA(0,1,1)(0,0,1 s=12, c=false, drift=true) with -275.20472508937405 criteria [ Info: Fitted SARIMA(0,1,0)(0,0,0 s=12, c=false, drift=false) with -111.75662340820718 criteria [ Info: Fitted SARIMA(2,1,2)(0,0,1 s=12, c=false, drift=true) with -288.00656427800726 criteria [ Info: Fitted SARIMA(2,1,2)(1,0,0 s=12, c=false, drift=true) with -483.7925140567158 criteria [ Info: Fitted SARIMA(2,1,2)(2,0,1 s=12, c=false, drift=true) with -546.0729402010469 criteria [ Info: The model SARIMA(2,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(1,0,2 s=12, c=false, drift=true) with -578.0281849617269 criteria [ Info: The model SARIMA(2,1,2)(1,0,2 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(0,0,0 s=12, c=false, drift=true) with -280.26650614640903 criteria [ Info: The model SARIMA(2,1,2)(0,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(0,0,2 s=12, c=false, drift=true) with -373.78727622037843 criteria [ Info: The model SARIMA(2,1,2)(0,0,2 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(2,0,0 s=12, c=false, drift=true) with -496.47174486485744 criteria [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=false, drift=true) with -495.64752017244757 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,0 s=12, c=false, drift=true) with -499.7830878242459 criteria [ Info: Fitted SARIMA(1,1,2)(1,0,0 s=12, c=false, drift=true) with -487.0059950625507 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,1 s=12, c=false, drift=true) with -548.0385703249664 criteria [ Info: The model SARIMA(1,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,1,2)(1,0,1 s=12, c=false, drift=true) with -498.8219669663071 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=true) with -502.78895178063 criteria [ Info: Fitted SARIMA(0,1,2)(1,0,0 s=12, c=false, drift=true) with -489.5192786682849 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,1 s=12, c=false, drift=true) with -548.0707274089362 criteria [ Info: The model SARIMA(0,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,1,2)(1,0,1 s=12, c=false, drift=true) with -500.4259516038967 criteria [ Info: Fitted SARIMA(0,1,1)(2,0,0 s=12, c=false, drift=true) with -502.26508985787547 criteria [ Info: Fitted SARIMA(0,1,3)(2,0,0 s=12, c=false, drift=true) with -539.7130120677474 criteria [ Info: The model SARIMA(0,1,3)(2,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,1,1)(2,0,0 s=12, c=false, drift=true) with -498.98057811876924 criteria [ Info: Fitted SARIMA(1,1,3)(2,0,0 s=12, c=false, drift=true) with -536.5520436999235 criteria [ Info: The model SARIMA(1,1,3)(2,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=false) with -505.78374206480095 criteria [ Info: The best model found is SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=false) [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=true, drift=false) with -495.64752017244757 criteria [ Info: Fitted SARIMA(0,1,0)(0,0,0 s=12, c=true, drift=false) with -109.14881958019765 criteria [ Info: Fitted SARIMA(1,1,0)(1,0,0 s=12, c=false, drift=true) with -399.2126695823888 criteria [ Info: Fitted SARIMA(0,1,1)(0,0,1 s=12, c=false, drift=true) with -275.20472508937405 criteria [ Info: Fitted SARIMA(0,1,0)(0,0,0 s=12, c=false, drift=false) with -111.75662340820718 criteria [ Info: Fitted SARIMA(2,1,2)(0,0,1 s=12, c=false, drift=true) with -288.00656427800726 criteria [ Info: Fitted SARIMA(2,1,2)(1,0,0 s=12, c=false, drift=true) with -483.7925140567158 criteria [ Info: Fitted SARIMA(2,1,2)(2,0,1 s=12, c=false, drift=true) with -546.0729402010469 criteria [ Info: The model SARIMA(2,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(1,0,2 s=12, c=false, drift=true) with -578.0281849617269 criteria [ Info: The model SARIMA(2,1,2)(1,0,2 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(0,0,0 s=12, c=false, drift=true) with -280.26650614640903 criteria [ Info: The model SARIMA(2,1,2)(0,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(0,0,2 s=12, c=false, drift=true) with -373.78727622037843 criteria [ Info: The model SARIMA(2,1,2)(0,0,2 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(2,0,0 s=12, c=false, drift=true) with -496.47174486485744 criteria [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=false, drift=true) with -495.64752017244757 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,0 s=12, c=false, drift=true) with -499.7830878242459 criteria [ Info: Fitted SARIMA(1,1,2)(1,0,0 s=12, c=false, drift=true) with -487.0059950625507 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,1 s=12, c=false, drift=true) with -548.0385703249664 criteria [ Info: The model SARIMA(1,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,1,2)(1,0,1 s=12, c=false, drift=true) with -498.8219669663071 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=true) with -502.78895178063 criteria [ Info: Fitted SARIMA(0,1,2)(1,0,0 s=12, c=false, drift=true) with -489.5192786682849 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,1 s=12, c=false, drift=true) with -548.0707274089362 criteria [ Info: The model SARIMA(0,1,2)(2,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,1,2)(1,0,1 s=12, c=false, drift=true) with -500.4259516038967 criteria [ Info: Fitted SARIMA(0,1,1)(2,0,0 s=12, c=false, drift=true) with -502.26508985787547 criteria [ Info: Fitted SARIMA(0,1,3)(2,0,0 s=12, c=false, drift=true) with -539.7130120677474 criteria [ Info: The model SARIMA(0,1,3)(2,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(1,1,1)(2,0,0 s=12, c=false, drift=true) with -498.98057811876924 criteria [ Info: Fitted SARIMA(1,1,3)(2,0,0 s=12, c=false, drift=true) with -536.5520436999235 criteria [ Info: The model SARIMA(1,1,3)(2,0,0 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=false) with -505.78374206480095 criteria [ Info: The best model found is SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=false) Test Summary: | Pass Total Time Sarima fit | 36 36 10m11.9s WARNING: Method definition generateARseries(Any, Any, Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_predict.jl:1. WARNING: Method definition generateARseries(Any, Any, Any, Any, Any, Int64) in module Main at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_predict.jl:1. WARNING: Method definition generateARseries(Any, Any, Any, Any, Any, Int64, Bool) in module Main at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/IRG28/test/models/sarima_predict.jl:1. =================MODEL=============== SARIMA (2, 1 ,0)(1, 0 ,0 s=12) Estimated c : 0.09999999992590254 Estimated trend : 0.0 Estimated ϕ : [-0.29999999953847134, -0.19999999967710627] Estimated Φ : [0.40000000006687186] Residuals σ² : 3.2909729939239247e-21 ====================================== ┌ Warning: `TimeArray(d::AbstractVector{D}, v::AbstractArray{T, N}, c::Vector{S}, m::Any = nothing; args...) where {T, N, D <: TimeType, S <: AbstractString}` is deprecated, use `TimeArray(d, v, Symbol.(c), m; args...)` instead. │ caller = ip:0x0 └ @ Core :-1 =================MODEL=============== SARIMA (0, 0 ,0)(1, 0 ,0 s=12) Estimated c : 1.2166660949709384e-7 Estimated trend : 0.0 Estimated Φ : [0.9999988857441128] Residuals σ² : 1.587661639586158e-11 ====================================== DomainError(-2.72912309023499e-66, "sqrt was called with a negative real argument but will only return a complex result if called with a complex argument. Try sqrt(Complex(x)).") DomainError(-2.538111820006793e-66, "sqrt was called with a negative real argument but will only return a complex result if called with a complex argument. Try sqrt(Complex(x)).") DomainError(-3.563674229646759e-67, "sqrt was called with a negative real argument but will only return a complex result if called with a complex argument. Try sqrt(Complex(x)).") Test Summary: | Pass Total Time Sarima predict | 7 7 20.0s Test Summary: | Pass Total Time Datetime Utils | 26 26 6.1s Didn't reject seasonal stationarity at 5% significance level Test Statistic: 0.40161817928084964 - Critical Value: 2.96 Didn't reject seasonal stationarity at 5% significance level Test Statistic: 0.12049764595990906 - Critical Value: 2.96 Didn't reject seasonal stationarity at 5% significance level Test Statistic: 0.07051257212307167 - Critical Value: 2.96 Test Summary: | Pass Total Time utils | 65 65 4.0s Test Summary: | Pass Total Time Sarimax Exceptions | 22 22 0.4s [ Info: The DataFrame does not have a column named 'date'. [ Info: Creating a date column with the index of the DataFrame 3×2 TimeArray{Any, 2, Date, Matrix{Any}} 0001-01-01 to 0003-01-01 Any["2020-01-01" 1; "2020-01-02" 2; "2020-01-03" 3] Test Summary: | Pass Total Time Datasets | 30 30 3.5s Test Summary: | Pass Total Time Fit | 22 22 0.3s Test Summary: | Pass Total Time KPSS Test | 77 77 30.9s Test Summary: | Pass Total Time OCSB Test | 31 31 0.2s Testing Sarimax tests passed Testing completed after 1051.49s PkgEval succeeded after 1509.79s