CompatHelper: bump compat for MCMCChains to 6, (keep existing compat) (#1959)

* CompatHelper: bump compat for MCMCChains to 6, (keep existing compat)

* Update ad.jl

* CompatHelper: bump compat for MCMCChains to 6 for package test, (keep existing compat) (#1960)

Co-authored-by: CompatHelper Julia <[email protected]>

---------

Co-authored-by: CompatHelper Julia <[email protected]>
Co-authored-by: Hong Ge <[email protected]>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

Author: 3 people

Project.toml

@@ -1,6 +1,6 @@
 name = "Turing"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.24.0"
+version = "0.24.1"
 
 [deps]
 AbstractMCMC = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
@@ -53,7 +53,7 @@ ForwardDiff = "0.10.3"
 Libtask = "0.7, 0.8"
 LogDensityProblems = "2"
 LogDensityProblemsAD = "1"
-MCMCChains = "5"
+MCMCChains = "5, 6"
 NamedArrays = "0.9"
 Reexport = "0.2, 1"
 Requires = "0.5, 1.0"

test/Project.toml

@@ -45,7 +45,7 @@ FiniteDifferences = "0.10.8, 0.11, 0.12"
 ForwardDiff = "0.10.12 - 0.10.32, 0.10"
 LogDensityProblems = "2"
 LogDensityProblemsAD = "1.2"
-MCMCChains = "5"
+MCMCChains = "5, 6"
 NamedArrays = "0.9.4"
 Optim = "0.22, 1.0"
 Optimization = "3.5"

test/essential/ad.jl

@@ -31,13 +31,13 @@
         x = map(x->Float64(x), vi[SampleFromPrior()])
 
         trackerℓ = LogDensityProblemsAD.ADgradient(TrackerAD(), ℓ)
-        @test trackerℓ isa LogDensityProblemsAD.TrackerExt.TrackerGradientLogDensity
+        @test trackerℓ isa LogDensityProblemsAD.LogDensityProblemsADTrackerExt.TrackerGradientLogDensity
         @test trackerℓ.ℓ === ℓ
         ∇E1 = LogDensityProblems.logdensity_and_gradient(trackerℓ, x)[2]
         @test sort(∇E1) ≈ grad_FWAD atol=1e-9
 
         zygoteℓ = LogDensityProblemsAD.ADgradient(ZygoteAD(), ℓ)
-        @test zygoteℓ isa LogDensityProblemsAD.ZygoteExt.ZygoteGradientLogDensity
+        @test zygoteℓ isa LogDensityProblemsAD.LogDensityProblemsADZygoteExt.ZygoteGradientLogDensity
         @test zygoteℓ.ℓ === ℓ
         ∇E2 = LogDensityProblems.logdensity_and_gradient(zygoteℓ, x)[2]
         @test sort(∇E2) ≈ grad_FWAD atol=1e-9