Package evaluation of Sarimax on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T21:13:59.428 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.25s ################################################################################ # Installation # Installing Sarimax... Resolving package versions... Installed Sarimax ─ v0.1.1 Updating `~/.julia/environments/v1.10/Project.toml` [32cb7113] + Sarimax v0.1.1 Updating `~/.julia/environments/v1.10/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [07493b3f] + Alpine v0.5.7 [4fba245c] + ArrayInterface v7.19.0 [6e4b80f9] + BenchmarkTools v1.6.0 [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 v4.16.0 [187b0558] + ConstructionBase v1.5.8 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [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 v0.6.54 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [4e289a0a] + EnumX v1.0.5 [e2ba6199] + ExprTools v0.1.10 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 [f6369f11] + ForwardDiff v1.0.1 [87dc4568] + HiGHS v1.18.0 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.3 [d8418881] + Intervals v1.10.0 [41ab1584] + InvertedIndices v1.3.1 [b6b21f68] + Ipopt v1.10.6 [92d709cd] + IrrationalConstants v0.2.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [0f8b85d8] + JSON3 v1.14.3 [4076af6c] + JuMP v1.26.0 [b964fa9f] + LaTeXStrings v1.4.0 [d3d80556] + LineSearches v7.3.0 [7a12625a] + LinearMaps v3.11.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [b8f27783] + MathOptInterface v1.40.2 [99c1a7ee] + MatrixEquations v2.5.1 [e1d29d7a] + Missings v1.2.0 [78c3b35d] + Mocking v0.8.1 [d8a4904e] + MutableArithmetics v1.6.4 [d41bc354] + NLSolversBase v7.9.1 [77ba4419] + NaNMath v1.1.3 [6fe1bfb0] + OffsetArrays v1.17.0 [429524aa] + Optim v1.12.0 [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 v1.4.3 [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 v0.8.0 [32cb7113] + Sarimax v0.1.1 [6c6a2e73] + Scratch v1.2.1 [42fb36cb] + SeasonalTrendLoess v0.1.0 [91c51154] + SentinelArrays v1.4.8 [efcf1570] + Setfield v1.1.2 ⌅ [1277b4bf] + ShiftedArrays v1.0.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 ⌅ [99342f36] + StateSpaceModels v0.6.7 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [856f2bd8] + StructTypes v1.11.0 [dc5dba14] + TZJData v1.5.0+2025b [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [9e3dc215] + TimeSeries v0.24.2 [f269a46b] + TimeZones v1.21.3 [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 v1.11.0+0 [e33a78d0] + Hwloc_jll v2.12.1+0 [9cc047cb] + Ipopt_jll v300.1400.1701+0 [d00139f3] + METIS_jll v5.1.3+0 [d7ed1dd3] + MUMPS_seq_jll v500.800.0+0 ⌅ [656ef2d0] + OpenBLAS32_jll v0.3.24+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [319450e9] + SPRAL_jll v2025.5.20+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [9abbd945] + Profile [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 9.26s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 294.14s ################################################################################ # Testing # Testing Sarimax Status `/tmp/jl_D4ijQr/Project.toml` [07493b3f] Alpine v0.5.7 [336ed68f] CSV v0.10.15 [861a8166] Combinatorics v1.0.3 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 [87dc4568] HiGHS v1.18.0 [b6b21f68] Ipopt v1.10.6 [682c06a0] JSON v0.21.4 [4076af6c] JuMP v1.26.0 [b8f27783] MathOptInterface v1.40.2 [6fe1bfb0] OffsetArrays v1.17.0 [429524aa] Optim v1.12.0 [ae029012] Requires v1.3.1 [295af30f] Revise v3.8.0 [32cb7113] Sarimax v0.1.1 ⌅ [99342f36] StateSpaceModels v0.6.7 [9e3dc215] TimeSeries v0.24.2 [ade2ca70] Dates [37e2e46d] LinearAlgebra [44cfe95a] Pkg v1.10.0 [9a3f8284] Random [10745b16] Statistics v1.10.0 [8dfed614] Test Status `/tmp/jl_D4ijQr/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [07493b3f] Alpine v0.5.7 [4fba245c] ArrayInterface v7.19.0 [6e4b80f9] BenchmarkTools v1.6.0 [336ed68f] CSV v0.10.15 [da1fd8a2] CodeTracking v1.3.9 [523fee87] CodecBzip2 v0.8.5 [944b1d66] CodecZlib v0.7.8 [861a8166] Combinatorics v1.0.3 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [187b0558] ConstructionBase v1.5.8 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [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 v0.6.54 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [4e289a0a] EnumX v1.0.5 [e2ba6199] ExprTools v0.1.10 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 [f6369f11] ForwardDiff v1.0.1 [87dc4568] HiGHS v1.18.0 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.3 [d8418881] Intervals v1.10.0 [41ab1584] InvertedIndices v1.3.1 [b6b21f68] Ipopt v1.10.6 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.3 [4076af6c] JuMP v1.26.0 [aa1ae85d] JuliaInterpreter v0.10.3 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.3.0 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v0.3.29 [6f1432cf] LoweredCodeUtils v3.3.0 [1914dd2f] MacroTools v0.5.16 [b8f27783] MathOptInterface v1.40.2 [99c1a7ee] MatrixEquations v2.5.1 [e1d29d7a] Missings v1.2.0 [78c3b35d] Mocking v0.8.1 [d8a4904e] MutableArithmetics v1.6.4 [d41bc354] NLSolversBase v7.9.1 [77ba4419] NaNMath v1.1.3 [6fe1bfb0] OffsetArrays v1.17.0 [429524aa] Optim v1.12.0 [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 v1.4.3 [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 v3.8.0 [79098fc4] Rmath v0.8.0 [32cb7113] Sarimax v0.1.1 [6c6a2e73] Scratch v1.2.1 [42fb36cb] SeasonalTrendLoess v0.1.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 ⌅ [1277b4bf] ShiftedArrays v1.0.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 ⌅ [99342f36] StateSpaceModels v0.6.7 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [dc5dba14] TZJData v1.5.0+2025b [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [9e3dc215] TimeSeries v0.24.2 [f269a46b] TimeZones v1.21.3 [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 v1.11.0+0 [e33a78d0] Hwloc_jll v2.12.1+0 [9cc047cb] Ipopt_jll v300.1400.1701+0 [d00139f3] METIS_jll v5.1.3+0 [d7ed1dd3] MUMPS_seq_jll v500.800.0+0 ⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [319450e9] SPRAL_jll v2025.5.20+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [9abbd945] Profile [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them 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 | 7 7 2m13.8s Test Summary: | Pass Total Time SARIMA | 22 22 50.2s Test Summary: | Pass Total Time ARMA to MA | 3 3 0.4s Test Summary: | Pass Total Time auto sarima | 65 65 8.5s [ Info: The exogenous variables are constant after seasonal differencing [ 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 -528.2796307814925 criteria [ Info: Fitted SARIMA(0,0,0)(0,0,0 s=12, c=true, drift=false) with -179.3408580512904 criteria [ Info: Fitted SARIMA(1,0,0)(1,0,0 s=12, c=true, drift=false) with -493.38849027564464 criteria [ Info: Fitted SARIMA(0,0,1)(0,0,1 s=12, c=true, drift=false) with -328.6654343973864 criteria [ Info: Fitted SARIMA(0,0,0)(0,0,0 s=12, c=false, drift=false) with 403.13704008618345 criteria [ Info: Fitted SARIMA(2,0,2)(0,0,1 s=12, c=true, drift=false) with -341.8247742734988 criteria [ Info: Fitted SARIMA(2,0,2)(1,0,0 s=12, c=true, drift=false) with -498.59819966056233 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,1 s=12, c=true, drift=false) with -545.6795169487601 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 -549.517095165682 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 -196.21323077186693 criteria [ Info: Fitted SARIMA(2,0,2)(0,0,2 s=12, c=true, drift=false) with -357.20588209150935 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,0 s=12, c=true, drift=false) with -508.7766950959332 criteria [ Info: Fitted SARIMA(2,0,2)(2,0,2 s=12, c=true, drift=false) with -546.7545106064124 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 -525.5049739640696 criteria [ Info: Fitted SARIMA(2,0,1)(1,0,1 s=12, c=true, drift=false) with -506.9921297962989 criteria [ Info: Fitted SARIMA(3,0,2)(1,0,1 s=12, c=true, drift=false) with -525.5957376327846 criteria [ Info: Fitted SARIMA(2,0,3)(1,0,1 s=12, c=true, drift=false) with -534.0159936161864 criteria [ Info: Fitted SARIMA(2,0,3)(0,0,1 s=12, c=true, drift=false) with -338.7382286154598 criteria [ Info: Fitted SARIMA(2,0,3)(1,0,0 s=12, c=true, drift=false) with -502.09348597408973 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,1 s=12, c=true, drift=false) with -549.8375484419155 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 -552.9987936450416 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 -194.09807332108227 criteria [ Info: Fitted SARIMA(2,0,3)(0,0,2 s=12, c=true, drift=false) with -353.97759088555597 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,0 s=12, c=true, drift=false) with -511.0714249297074 criteria [ Info: Fitted SARIMA(2,0,3)(2,0,2 s=12, c=true, drift=false) with -550.1891953783944 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 -535.2482646158888 criteria [ Info: Fitted SARIMA(1,0,3)(0,0,1 s=12, c=true, drift=false) with -340.5279010454389 criteria [ Info: Fitted SARIMA(1,0,3)(1,0,0 s=12, c=true, drift=false) with -504.8778767711014 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,1 s=12, c=true, drift=false) with -548.7335997094552 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 -551.5163131493442 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 -420.0823590275993 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 -357.2181350780122 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,0 s=12, c=true, drift=false) with -513.8542409972302 criteria [ Info: Fitted SARIMA(1,0,3)(2,0,2 s=12, c=true, drift=false) with -549.9368773043439 criteria [ Info: Fitted SARIMA(0,0,3)(2,0,2 s=12, c=true, drift=false) with -553.2743060743891 criteria [ Info: Fitted SARIMA(0,0,3)(1,0,2 s=12, c=true, drift=false) with -554.9104039100417 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 -551.9602106374676 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 -538.2605857351695 criteria [ Info: Fitted SARIMA(0,0,2)(2,0,2 s=12, c=true, drift=false) with -548.4440850139282 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 -553.9863266063819 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 -551.1868879791388 criteria [ Info: The model SARIMA(1,0,2)(2,0,2 s=12, c=true, drift=false) is not invertible [ Info: The model SARIMA(1,0,2)(2,0,2 s=12, c=true, drift=false) is not stationary [ Info: The model will not be considered [ Info: Fitted SARIMA(1,0,4)(2,0,2 s=12, c=true, drift=false) with -553.2748609171778 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 -495.34609897837584 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(2,0,2)(1,1,1 s=12, c=true, drift=false) with -443.56919330251185 criteria [ Info: The model SARIMA(2,0,2)(1,1,1 s=12, c=true, drift=false) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(0,0,0)(0,1,0 s=12, c=true, drift=false) with -390.7658613999845 criteria [ Info: Fitted SARIMA(1,0,0)(1,1,0 s=12, c=false, drift=true) with -404.9318677802967 criteria [ Info: Fitted SARIMA(0,0,1)(0,1,1 s=12, c=false, drift=true) with -432.4483925515743 criteria [ Info: Fitted SARIMA(0,0,0)(0,1,0 s=12, c=false, drift=false) with -147.80349516223706 criteria [ Info: Fitted SARIMA(0,0,1)(0,1,0 s=12, c=false, drift=true) with -391.1857969940137 criteria [ Info: Fitted SARIMA(0,0,1)(1,1,1 s=12, c=false, drift=true) with -432.2712865925361 criteria [ Info: Fitted SARIMA(0,0,1)(0,1,2 s=12, c=false, drift=true) with -432.7404120176224 criteria [ Info: Fitted SARIMA(0,0,1)(1,1,2 s=12, c=false, drift=true) with -433.4053894536671 criteria [ Info: Fitted SARIMA(0,0,1)(2,1,2 s=12, c=false, drift=true) with -437.44648037072903 criteria [ Info: Fitted SARIMA(0,0,1)(2,1,1 s=12, c=false, drift=true) with -440.7158966715979 criteria [ Info: Fitted SARIMA(0,0,1)(2,1,0 s=12, c=false, drift=true) with -425.2985037479347 criteria [ Info: Fitted SARIMA(0,0,1)(1,1,0 s=12, c=false, drift=true) with -403.4222466819428 criteria [ Info: Fitted SARIMA(0,0,0)(2,1,1 s=12, c=false, drift=true) with -441.8029723946701 criteria [ Info: Fitted SARIMA(0,0,0)(1,1,1 s=12, c=false, drift=true) with -431.84146500847993 criteria [ Info: Fitted SARIMA(0,0,0)(2,1,0 s=12, c=false, drift=true) with -428.14311496865463 criteria [ Info: Fitted SARIMA(0,0,0)(2,1,2 s=12, c=false, drift=true) with -438.4997265649836 criteria [ Info: Fitted SARIMA(0,0,0)(1,1,0 s=12, c=false, drift=true) with -405.34140181035775 criteria [ Info: Fitted SARIMA(0,0,0)(1,1,2 s=12, c=false, drift=true) with -434.5635282147311 criteria [ Info: Fitted SARIMA(1,0,0)(2,1,1 s=12, c=false, drift=true) with -439.8815198905654 criteria [ Info: Fitted SARIMA(1,0,1)(2,1,1 s=12, c=false, drift=true) with -437.4562546098378 criteria [ Info: Fitted SARIMA(0,0,0)(2,1,1 s=12, c=false, drift=false) with -343.0605345946829 criteria [ Info: The best model found is SARIMA(0,0,0)(2,1,1 s=12, c=false, drift=true) [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=true, drift=false) with -495.64752016294153 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 -396.08012368273415 criteria [ Info: The model SARIMA(2,1,2)(0,0,1 s=12, c=false, drift=true) is not invertible [ Info: The model will not be considered [ Info: Fitted SARIMA(2,1,2)(1,0,0 s=12, c=false, drift=true) with -483.79251405705276 criteria [ Info: Fitted SARIMA(2,1,2)(2,0,1 s=12, c=false, drift=true) with -546.0729401994985 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 -472.2460230181072 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 -175.37176766181418 criteria [ Info: Fitted SARIMA(2,1,2)(0,0,2 s=12, c=false, drift=true) with -373.78727607478766 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 -496.471744817777 criteria [ Info: Fitted SARIMA(2,1,2)(1,0,1 s=12, c=false, drift=true) with -495.64752016294153 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,0 s=12, c=false, drift=true) with -499.7830878257202 criteria [ Info: Fitted SARIMA(1,1,2)(1,0,0 s=12, c=false, drift=true) with -487.005995062402 criteria [ Info: Fitted SARIMA(1,1,2)(2,0,1 s=12, c=false, drift=true) with -548.0385703249868 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 -498.82196695918236 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,0 s=12, c=false, drift=true) with -502.78895178062976 criteria [ Info: Fitted SARIMA(0,1,2)(1,0,0 s=12, c=false, drift=true) with -489.51927866880857 criteria [ Info: Fitted SARIMA(0,1,2)(2,0,1 s=12, c=false, drift=true) with -516.2516292953038 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 -500.4259516052873 criteria [ Info: Fitted SARIMA(0,1,1)(2,0,0 s=12, c=false, drift=true) with -502.26508985250626 criteria [ Info: Fitted SARIMA(0,1,3)(2,0,0 s=12, c=false, drift=true) with -539.7130120677542 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 -498.9805781099333 criteria [ Info: Fitted SARIMA(1,1,3)(2,0,0 s=12, c=false, drift=true) with -536.552044247058 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 -505.78374205786037 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 | 33 33 6m43.1s WARNING: Method definition generateARseries(Any, Any, Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/Sarimax/pgFwj/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/pgFwj/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/pgFwj/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/pgFwj/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/pgFwj/test/models/sarima_fit.jl:1 overwritten at /home/pkgeval/.julia/packages/Sarimax/pgFwj/test/models/sarima_predict.jl:1. =================MODEL=============== SARIMA (2, 1 ,0)(1, 0 ,0 s=12) Estimated c : 0.09999999992590233 Estimated trend : 0.0 Estimated ϕ : [-0.29999999953847006, -0.1999999996771055] Estimated Φ : [0.4000000000668722] Residuals σ² : 3.290988221778362e-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 : 1.0868184578632712e-7 Estimated trend : 0.0 Estimated Φ : [0.999999004662109] Residuals σ² : 1.2668615390126987e-11 ====================================== Didn't reject seasonal stationarity at 5% significance level Test Statistic: 0.24939302884615439 - Critical Value: 2.96 Test Summary: | Pass Total Time Sarima predict | 7 7 13.3s Test Summary: | Pass Total Time Datetime Utils | 26 26 3.7s 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 2.2s Test Summary: | Pass Total Time Sarimax Exceptions | 22 22 0.2s [ 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 3.2s Test Summary: | Pass Total Time Fit | 22 22 0.3s Test Summary: | Pass Total Time KPSS Test | 69 69 19.2s Testing Sarimax tests passed Testing completed after 667.54s PkgEval succeeded after 993.3s