{"action":"created","comment":{"url":"https://api.github.com/repos/JuliaData/DataTables.jl/pulls/comments/135575445","pull_request_review_id":59001546,"id":135575445,"diff_hunk":"@@ -186,107 +184,91 @@ module TestData\n     d1m_named = meltdt(d1, [:c, :d, :e], variable_name=:letter, value_name=:someval)\n     @test names(d1m_named) == [:letter, :someval, :c, :d, :e]\n \n-    d1s[:id] = NullableArray([1:12; 1:12])\n-    d1s2[:id] =  NullableArray([1:12; 1:12])\n+    d1s[:id] = [1:12; 1:12]\n+    d1s2[:id] =  [1:12; 1:12]\n     d1us = unstack(d1s, :id, :variable, :value)\n     d1us2 = unstack(d1s2)\n     d1us3 = unstack(d1s2, :variable, :value)\n-    @test isequal(d1us[:a], d1[:a])\n-    @test isequal(d1us2[:d], d1[:d])\n-    @test isequal(d1us2[:3], d1[:d])\n-\n-\n-\n-    d2 = DataTable(id1 = [:a, :a, :a, :b],\n-                   id2 = [:A, :B, :B, :B],\n-                   id3 = [:t, :f, :t, :f],\n-                   val = [.1, .2, .3, .4])\n-\n+    @test d1us[:a] == d1[:a]\n+    @test d1us2[:d] == d1[:d]\n+    @test d1us2[:3] == d1[:d]\n \n     #test_group(\"merge\")\n \n     srand(1)\n-    dt1 = DataTable(a = shuffle!(NullableArray(1:10)),\n-                    b = NullableArray(rand([:A,:B], 10)),\n-                    v1 = NullableArray(randn(10)))\n+    dt1 = DataTable(a = shuffle!(collect(1:10)),\n+                    b = rand([:A,:B], 10),\n+                    v1 = randn(10))\n \n-    dt2 = DataTable(a = shuffle!(NullableArray(1:5)),\n-                    b2 = NullableArray(rand([:A,:B,:C], 5)),\n-                    v2 = NullableArray(randn(5)))\n+    dt2 = DataTable(a = shuffle!(collect(1:5)),\n+                    b2 = rand([:A,:B,:C], 5),\n+                    v2 = randn(5))\n \n     m1 = join(dt1, dt2, on = :a, kind=:inner)\n-    @test isequal(m1[:a], dt1[:a][dt1[:a].values .<= 5]) # preserves dt1 order\n+    @test m1[:a] == dt1[:a][dt1[:a] .<= 5] # preserves dt1 order\n     m2 = join(dt1, dt2, on = :a, kind = :outer)\n-    @test isequal(m2[:a], dt1[:a]) # preserves dt1 order\n-    @test isequal(m2[:b], dt1[:b]) # preserves dt1 order\n-    # TODO: Re-enable\n+    @test m2[:a] == dt1[:a] # preserves dt1 order\n+    @test m2[:b] == dt1[:b] # preserves dt1 order\n     m2 = join(dt1, dt2, on = :a, kind = :outer)\n-    # @test isequal(m2[:b2],\n-    #               NullableArray(Nullable{String}[\"A\", \"B\", \"B\", \"B\", \"B\",\n-    #                                              Nullable(), Nullable(),\n-    #                                              Nullable(), Nullable(), Nullable()]))\n-    # @test isequal(m2[:b2],\n-    #               NullableArray(Nullable{String}[\"B\", \"B\", \"B\", \"C\", \"B\",\n-    #                                              Nullable(), Nullable(),\n-    #                                              Nullable(), Nullable(), Nullable()]))\n-\n-    dt1 = DataTable(a = NullableArray([1, 2, 3]),\n-                    b = NullableArray([\"America\", \"Europe\", \"Africa\"]))\n-    dt2 = DataTable(a = NullableArray([1, 2, 4]),\n-                    c = NullableArray([\"New World\", \"Old World\", \"New World\"]))\n+    @test m2[:b2] == [null, :A, :A, null, :C, null, null, :B, null, :A]\n+\n+    dt1 = DataTable(a = [1, 2, 3],\n+                    b = [\"America\", \"Europe\", \"Africa\"])\n+    dt2 = DataTable(a = [1, 2, 4],\n+                    c = [\"New World\", \"Old World\", \"New World\"])\n \n     m1 = join(dt1, dt2, on = :a, kind = :inner)\n-    @test isequal(m1[:a], NullableArray([1, 2]))\n+    @test m1[:a] == [1, 2]\n \n     m2 = join(dt1, dt2, on = :a, kind = :left)\n-    @test isequal(m2[:a], NullableArray([1, 2, 3]))\n+    @test m2[:a] == [1, 2, 3]\n \n     m3 = join(dt1, dt2, on = :a, kind = :right)\n-    @test isequal(m3[:a], NullableArray([1, 2, 4]))\n+    @test m3[:a] == [1, 2, 4]\n \n     m4 = join(dt1, dt2, on = :a, kind = :outer)\n-    @test isequal(m4[:a], NullableArray([1, 2, 3, 4]))\n+    @test m4[:a] == [1, 2, 3, 4]\n \n     # test with nulls (issue #185)\n     dt1 = DataTable()\n-    dt1[:A] = NullableArray([\"a\", \"b\", \"a\", Nullable()])\n-    dt1[:B] = NullableArray([1, 2, 1, 3])\n+    dt1[:A] = [\"a\", \"b\", \"a\", null]\n+    dt1[:B] = [1, 2, 1, 3]\n \n     dt2 = DataTable()\n-    dt2[:A] = NullableArray([\"a\", Nullable(), \"c\"])\n-    dt2[:C] = NullableArray([1, 2, 4])\n+    dt2[:A] = [\"a\", null, \"c\"]\n+    dt2[:C] = [1, 2, 4]\n \n     m1 = join(dt1, dt2, on = :A)\n     @test size(m1) == (3,3)\n-    @test isequal(m1[:A], NullableArray([\"a\",\"a\", Nullable()]))\n+    @test m1[:A] == [\"a\",\"a\", null]\n \n     m2 = join(dt1, dt2, on = :A, kind = :outer)\n     @test size(m2) == (5,3)\n-    @test isequal(m2[:A], NullableArray([\"a\", \"b\", \"a\", Nullable(), \"c\"]))\n+    @test m2[:A] == [\"a\", \"b\", \"a\", null, \"c\"]\n \n     srand(1)\n     dt1 = DataTable(\n-        a = NullableArray(rand([:x,:y], 10)),\n-        b = NullableArray(rand([:A,:B], 10)),\n-        v1 = NullableArray(randn(10))\n+        a = rand([:x,:y], 10),\n+        b = rand([:A,:B], 10),\n+        v1 = randn(10)\n     )\n \n     dt2 = DataTable(\n-        a = NullableArray([:x,:y][[1,2,1,1,2]]),\n-        b = NullableArray([:A,:B,:C][[1,1,1,2,3]]),\n-        v2 = NullableArray(randn(5))\n+        a = Vector{Union{Symbol, Null}}([:x,:y][[1,2,1,1,2]]),\n+        b = [:A,:B,:C][[1,1,1,2,3]],\n+        v2 = randn(5)\n     )\n-    dt2[1,:a] = Nullable()\n+    dt2[1,:a] = null\n \n     # # TODO: Restore this functionality\n     # m1 = join(dt1, dt2, on = [:a,:b])\n-    # @test isequal(m1[:a], NullableArray([\"x\", \"x\", \"y\", \"y\", fill(\"x\", 5)]))\n+    # @test m1[:a] == Vector([\"x\", \"x\", \"y\", \"y\", fill(\"x\", 5)]))","path":"test/data.jl","position":335,"original_position":335,"commit_id":"31bd33b536745048bb3ce1582804ba0fedf97564","original_commit_id":"31bd33b536745048bb3ce1582804ba0fedf97564","user":{"login":"cjprybol","id":3497642,"avatar_url":"https://avatars2.githubusercontent.com/u/3497642?v=4","gravatar_id":"","url":"https://api.github.com/users/cjprybol","html_url":"https://github.com/cjprybol","followers_url":"https://api.github.com/users/cjprybol/followers","following_url":"https://api.github.com/users/cjprybol/following{/other_user}","gists_url":"https://api.github.com/users/cjprybol/gists{/gist_id}","starred_url":"https://api.github.com/users/cjprybol/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/cjprybol/subscriptions","organizations_url":"https://api.github.com/users/cjprybol/orgs","repos_url":"https://api.github.com/users/cjprybol/repos","events_url":"https://api.github.com/users/cjprybol/events{/privacy}","received_events_url":"https://api.github.com/users/cjprybol/received_events","type":"User","site_admin":false},"body":"Try to uncomment this test. If still fails, add more information to the TODO","created_at":"2017-08-28T16:58:50Z","updated_at":"2017-08-28T16:58:50Z","html_url":"https://github.com/JuliaData/DataTables.jl/pull/66#discussion_r135575445","pull_request_url":"https://api.github.com/repos/JuliaData/DataTables.jl/pulls/66","_links":{"self":{"href":"https://api.github.com/repos/JuliaData/DataTables.jl/pulls/comments/135575445"},"html":{"href":"https://github.com/JuliaData/DataTables.jl/pull/66#discussion_r135575445"},"pull_request":{"href":"https://api.github.com/repos/JuliaData/DataTables.jl/pulls/66"}}},"pull_request":{"url":"https://api.github.com/repos/JuliaData/DataTables.jl/pulls/66","id":121640362,"html_url":"https://github.com/JuliaData/DataTables.jl/pull/66","diff_url":"https://github.com/JuliaData/DataTables.jl/pull/66.diff","patch_url":"https://github.com/JuliaData/DataTables.jl/pull/66.patch","issue_url":"https://api.github.com/repos/JuliaData/DataTables.jl/issues/66","number":66,"state":"open","locked":false,"title":"Drop NullableArrays in favor of Nulls","user":{"login":"quinnj","id":2896623,"avatar_url":"https://avatars3.githubusercontent.com/u/2896623?v=4","gravatar_id":"","url":"https://api.github.com/users/quinnj","html_url":"https://github.com/quinnj","followers_url":"https://api.github.com/users/quinnj/followers","following_url":"https://api.github.com/users/quinnj/following{/other_user}","gists_url":"https://api.github.com/users/quinnj/gists{/gist_id}","starred_url":"https://api.github.com/users/quinnj/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/quinnj/subscriptions","organizations_url":"https://api.github.com/users/quinnj/orgs","repos_url":"https://api.github.com/users/quinnj/repos","events_url":"https://api.github.com/users/quinnj/events{/privacy}","received_events_url":"https://api.github.com/users/quinnj/received_events","type":"User","site_admin":false},"body":"Travis won't pass here yet because Nulls.jl isn't registered and we'll need a CategoricalArrays tag as well, but they pass for me locally. Wanted to put this up to start getting eyes on it and feedback on 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