From ea43a208c76fdd5070b6b96609afafb53738efb9 Mon Sep 17 00:00:00 2001
From: juliohm <juliohm@users.noreply.github.com>
Date: Wed, 17 May 2023 22:25:24 +0000
Subject: [PATCH] :robot: Format .jl files

---
 ...DensityRatioEstimationChainRulesCoreExt.jl | 10 ++---
 ext/DensityRatioEstimationConvexExt.jl        | 24 ++++++------
 ext/DensityRatioEstimationGPUArraysExt.jl     | 28 ++++++-------
 ext/DensityRatioEstimationJuMPExt.jl          | 39 +++++++++----------
 ext/DensityRatioEstimationOptimExt.jl         | 24 ++++++------
 src/DensityRatioEstimation.jl                 | 11 +++---
 6 files changed, 67 insertions(+), 69 deletions(-)

diff --git a/ext/DensityRatioEstimationChainRulesCoreExt.jl b/ext/DensityRatioEstimationChainRulesCoreExt.jl
index 70d63e7..0ec4884 100644
--- a/ext/DensityRatioEstimationChainRulesCoreExt.jl
+++ b/ext/DensityRatioEstimationChainRulesCoreExt.jl
@@ -4,13 +4,13 @@
 module DensityRatioEstimationChainRulesCoreExt
 
 if isdefined(Base, :get_extension)
-    using DensityRatioEstimation
-    using ChainRulesCore
+  using DensityRatioEstimation
+  using ChainRulesCore
 else
-    using ..DensityRatioEstimation
-    using ..ChainRulesCore
+  using ..DensityRatioEstimation
+  using ..ChainRulesCore
 end
 
-ChainRulesCore.@non_differentiable DensityRatioEstimation.safe_diagm(::Any,::Any)
+ChainRulesCore.@non_differentiable DensityRatioEstimation.safe_diagm(::Any, ::Any)
 
 end #module
diff --git a/ext/DensityRatioEstimationConvexExt.jl b/ext/DensityRatioEstimationConvexExt.jl
index 97f9c3a..d70f848 100644
--- a/ext/DensityRatioEstimationConvexExt.jl
+++ b/ext/DensityRatioEstimationConvexExt.jl
@@ -3,18 +3,18 @@
 # ------------------------------------------------------------------
 module DensityRatioEstimationConvexExt
 
-    if isdefined(Base, :get_extension)
-        using DensityRatioEstimation
-        using DensityRatioEstimation: KLIEP, ConvexLib
-        using Convex
-        using ECOS
-    else
-        using ..DensityRatioEstimation
-        using ..DensityRatioEstimation: KLIEP, ConvexLib
-        using ..Convex
-        using ..ECOS
-    end
+if isdefined(Base, :get_extension)
+  using DensityRatioEstimation
+  using DensityRatioEstimation: KLIEP, ConvexLib
+  using Convex
+  using ECOS
+else
+  using ..DensityRatioEstimation
+  using ..DensityRatioEstimation: KLIEP, ConvexLib
+  using ..Convex
+  using ..ECOS
+end
 
-    include("../src/kliep/convex.jl")
+include("../src/kliep/convex.jl")
 
 end #module
diff --git a/ext/DensityRatioEstimationGPUArraysExt.jl b/ext/DensityRatioEstimationGPUArraysExt.jl
index e3325f7..c16705a 100644
--- a/ext/DensityRatioEstimationGPUArraysExt.jl
+++ b/ext/DensityRatioEstimationGPUArraysExt.jl
@@ -3,20 +3,20 @@
 # ------------------------------------------------------------------
 module DensityRatioEstimationGPUArraysExt
 
-    if isdefined(Base, :get_extension)
-        using DensityRatioEstimation
-        using GPUArrays
-    else
-        using ..DensityRatioEstimation
-        using ..GPUArrays
-    end
-    using LinearAlgebra
+if isdefined(Base, :get_extension)
+  using DensityRatioEstimation
+  using GPUArrays
+else
+  using ..DensityRatioEstimation
+  using ..GPUArrays
+end
+using LinearAlgebra
 
-    # Aviod `mat + a * I` with CUDA which involes scalar operations and is slow
-    function DensityRatioEstimation.safe_diagm(mat::M, a::T) where M<:GPUArrays.AbstractGPUArray{T, 2} where T
-        diag = similar(mat,size(m,1))
-        fill!(diag,a)
-        LinearAlgebra.Diagonal(diag)
-    end
+# Aviod `mat + a * I` with CUDA which involes scalar operations and is slow
+function DensityRatioEstimation.safe_diagm(mat::M, a::T) where {M<:GPUArrays.AbstractGPUArray{T,2}} where {T}
+  diag = similar(mat, size(m, 1))
+  fill!(diag, a)
+  LinearAlgebra.Diagonal(diag)
+end
 
 end #module
diff --git a/ext/DensityRatioEstimationJuMPExt.jl b/ext/DensityRatioEstimationJuMPExt.jl
index 96b987d..ee49421 100644
--- a/ext/DensityRatioEstimationJuMPExt.jl
+++ b/ext/DensityRatioEstimationJuMPExt.jl
@@ -3,26 +3,25 @@
 # ------------------------------------------------------------------
 module DensityRatioEstimationJuMPExt
 
-    if isdefined(Base, :get_extension)
-        using DensityRatioEstimation
-        using DensityRatioEstimation: LSIF, JuMPLib, AbstractKMM, uKMM, KMM
-        using DensityRatioEstimation.Parameters
-        using JuMP
-        using Ipopt
-        using LinearAlgebra
-        using Statistics
-    else
-        using ..DensityRatioEstimation
-        using ..DensityRatioEstimation: LSIF, JuMPLib, AbstractKMM, uKMM, KMM
-        using ..DensityRatioEstimation.Parameters
-        using ..JuMP
-        using ..Ipopt
-        using ..LinearAlgebra
-        using ..Statistics
-    end
-    
+if isdefined(Base, :get_extension)
+  using DensityRatioEstimation
+  using DensityRatioEstimation: LSIF, JuMPLib, AbstractKMM, uKMM, KMM
+  using DensityRatioEstimation.Parameters
+  using JuMP
+  using Ipopt
+  using LinearAlgebra
+  using Statistics
+else
+  using ..DensityRatioEstimation
+  using ..DensityRatioEstimation: LSIF, JuMPLib, AbstractKMM, uKMM, KMM
+  using ..DensityRatioEstimation.Parameters
+  using ..JuMP
+  using ..Ipopt
+  using ..LinearAlgebra
+  using ..Statistics
+end
 
-    include("../src/kmm/jump.jl")
-    include("../src/lsif/jump.jl")
+include("../src/kmm/jump.jl")
+include("../src/lsif/jump.jl")
 
 end #module
diff --git a/ext/DensityRatioEstimationOptimExt.jl b/ext/DensityRatioEstimationOptimExt.jl
index 7935313..4b1b4f8 100644
--- a/ext/DensityRatioEstimationOptimExt.jl
+++ b/ext/DensityRatioEstimationOptimExt.jl
@@ -3,17 +3,17 @@
 # ------------------------------------------------------------------
 module DensityRatioEstimationOptimExt
 
-    if isdefined(Base, :get_extension)
-        using DensityRatioEstimation
-        using DensityRatioEstimation: KLIEP, LSIF, OptimLib
-        using Optim
-    else
-        using ..DensityRatioEstimation
-        using ..DensityRatioEstimation: KLIEP, LSIF, OptimLib
-        using ..Optim
-    end
-    using LinearAlgebra
-    include("../src/kliep/optim.jl")
-    include("../src/lsif/optim.jl")
+if isdefined(Base, :get_extension)
+  using DensityRatioEstimation
+  using DensityRatioEstimation: KLIEP, LSIF, OptimLib
+  using Optim
+else
+  using ..DensityRatioEstimation
+  using ..DensityRatioEstimation: KLIEP, LSIF, OptimLib
+  using ..Optim
+end
+using LinearAlgebra
+include("../src/kliep/optim.jl")
+include("../src/lsif/optim.jl")
 
 end #module
diff --git a/src/DensityRatioEstimation.jl b/src/DensityRatioEstimation.jl
index 447f82c..f933757 100644
--- a/src/DensityRatioEstimation.jl
+++ b/src/DensityRatioEstimation.jl
@@ -32,12 +32,11 @@ include("lcv.jl")
 # pure Julia implementations
 include("kmm/julia.jl")
 
-
-if !isdefined(Base,:get_extension)
+if !isdefined(Base, :get_extension)
   using Requires
 end
 # implementations that require extra dependencies
-@static if !isdefined(Base,:get_extension)
+@static if !isdefined(Base, :get_extension)
   function __init__()
 
     #Solvers
@@ -46,7 +45,7 @@ end
     @require JuMP = "4076af6c-e467-56ae-b986-b466b2749572" begin
       @require Ipopt = "b6b21f68-93f8-5de0-b562-5493be1d77c9" begin
         include("../ext/DensityRatioEstimationJuMPExt.jl")
-      end 
+      end
     end
     #Optim: KLIEP, LSIF
     @require Optim = "429524aa-4258-5aef-a3af-852621145aeb" begin
@@ -61,11 +60,11 @@ end
     end
 
     # AD and GPU libs
-    @require ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" begin 
+    @require ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" begin
       include("../ext/DensityRatioEstimationChainRulesCoreExt.jl")
     end
 
-    @require GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" begin 
+    @require GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" begin
       include("../ext/DensityRatioEstimationGPUArraysExt.jl")
     end
   end