JuliaFormatter.jl

src/data_likelihoods/data_likelihoods.jl

@@ -4,25 +4,27 @@ function dalton_data_loglik(
     args...;
     # observation model
     observation_matrix=I,
-    observation_noise_cov::Union{Number, AbstractMatrix},
+    observation_noise_cov::Union{Number,AbstractMatrix},
     # data
     data::NamedTuple{(:t, :u)},
-    kwargs...
+    kwargs...,
 )
     if alg.smooth
-        str = "The passed algorithm performs smoothing, but `dalton_nll` can be used without. " *
+        str =
+            "The passed algorithm performs smoothing, but `dalton_nll` can be used without. " *
             "You might want to set `smooth=false` to imprpove performance."
         @warn str
     end
     if !(:adaptive in keys(kwargs))
-        throw(ArgumentError("`dalton_nll` only works with fixed step sizes. Set `adaptive=false`."))
+        str = "`dalton_nll` only works with fixed step sizes. Set `adaptive=false`."
+        throw(ArgumentError(str))
     end
 
     if :tstops in keys(kwargs)
-        throw(ArgumentError("`dalton_nll` needs to set the tstops for the second solve, so setting it separately is not supported."))
+        str = "`dalton_nll` needs to set the tstops for the second solve, so setting it separately is not supported."
+        throw(ArgumentError(str))
     end
 
-
     data_ll = DataUpdateLogLikelihood(zero(eltype(prob.p)))
 
     cb = DataUpdateCallback(
@@ -43,9 +45,10 @@ function dalton_data_loglik(
         tstops=data.t,
     )
 
-    dalton_ll = (data_ll.ll
-                 + sol_with_data.pnstats.log_likelihood
-                 - sol_without_data.pnstats.log_likelihood)
+    dalton_ll = (
+        data_ll.ll + sol_with_data.pnstats.log_likelihood -
+        sol_without_data.pnstats.log_likelihood
+    )
 
     return dalton_ll
 end
@@ -56,14 +59,16 @@ function filtering_data_loglik(
     args...;
     # observation model
     observation_matrix=I,
-    observation_noise_cov::Union{Number, AbstractMatrix},
+    observation_noise_cov::Union{Number,AbstractMatrix},
     # data
     data::NamedTuple{(:t, :u)},
-    kwargs...
+    kwargs...,
 )
     if alg.smooth
-        str = "The passed algorithm performs smoothing, but `dalton_nll` can be used without. " *
+        str = (
+            "The passed algorithm performs smoothing, but `dalton_nll` can be used without. " *
             "You might want to set `smooth=false` to imprpove performance."
+        )
         @warn str
     end