{"action":"created","comment":{"url":"https://api.github.com/repos/dotnet/machinelearning/pulls/comments/217228738","pull_request_review_id":154891255,"id":217228738,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIxNzIyODczOA==","diff_hunk":"@@ -123,117 +120,126 @@ public Arguments()\n \n         public const string UserName = \"Categorical Transform\";\n \n-        /// <summary>\n-        /// A helper method to create <see cref=\"CategoricalTransform\"/> for public facing API.\n-        /// </summary>\n-        /// <param name=\"env\">Host Environment.</param>\n-        /// <param name=\"input\">Input <see cref=\"IDataView\"/>. This is the output from previous transform or loader.</param>\n-        /// <param name=\"name\">Name of the output column.</param>\n-        /// <param name=\"source\">Name of the column to be transformed. If this is null '<paramref name=\"name\"/>' will be used.</param>\n-        /// <param name=\"outputKind\">The type of output expected.</param>\n-        public static IDataTransform Create(IHostEnvironment env, IDataView input, string name, string source = null, OutputKind outputKind = Defaults.OutKind)\n-        {\n-            var args = new Arguments()\n-            {\n-                Column = new[] { new Column(){\n-                        Source = source ?? name,\n-                        Name = name\n-                    }\n-                },\n-                OutputKind = outputKind\n-            };\n-            return Create(env, args, input);\n-        }\n-\n         public static IDataTransform Create(IHostEnvironment env, Arguments args, IDataView input)\n         {\n             Contracts.CheckValue(env, nameof(env));\n             var h = env.Register(\"Categorical\");\n             h.CheckValue(args, nameof(args));\n             h.CheckValue(input, nameof(input));\n             h.CheckUserArg(Utils.Size(args.Column) > 0, nameof(args.Column));\n-            return CreateTransformCore(\n-                args.OutputKind,\n-                args.Column,\n-                args.Column.Select(col => col.OutputKind).ToList(),\n-                 TermTransform.Create(h, args, args.Column, input),\n-                h,\n-                env);\n+\n+            var columns = new List<CategoricalEstimator.ColumnInfo>();\n+            foreach (var column in args.Column)\n+            {\n+                var col = new CategoricalEstimator.ColumnInfo(\n+                    column.Source ?? column.Name,\n+                    column.Name,\n+                    column.OutputKind ?? args.OutputKind,\n+                    column.MaxNumTerms ?? args.MaxNumTerms,\n+                    column.Sort ?? args.Sort,\n+                    column.Term ?? args.Term);\n+                col.SetTerms(column.Terms);\n+                columns.Add(col);\n+            }\n+            return Create(env, input, columns.ToArray()) as IDataTransform;","path":"src/Microsoft.ML.Transforms/CategoricalTransform.cs","position":84,"original_position":84,"commit_id":"ac91db870dfe3e85edd35f43175bb284d9f34d2f","original_commit_id":"ac91db870dfe3e85edd35f43175bb284d9f34d2f","user":{"login":"Ivanidzo4ka","id":1523833,"node_id":"MDQ6VXNlcjE1MjM4MzM=","avatar_url":"https://avatars3.githubusercontent.com/u/1523833?v=4","gravatar_id":"","url":"https://api.github.com/users/Ivanidzo4ka","html_url":"https://github.com/Ivanidzo4ka","followers_url":"https://api.github.com/users/Ivanidzo4ka/followers","following_url":"https://api.github.com/users/Ivanidzo4ka/following{/other_user}","gists_url":"https://api.github.com/users/Ivanidzo4ka/gists{/gist_id}","starred_url":"https://api.github.com/users/Ivanidzo4ka/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Ivanidzo4ka/subscriptions","organizations_url":"https://api.github.com/users/Ivanidzo4ka/orgs","repos_url":"https://api.github.com/users/Ivanidzo4ka/repos","events_url":"https://api.github.com/users/Ivanidzo4ka/events{/privacy}","received_events_url":"https://api.github.com/users/Ivanidzo4ka/received_events","type":"User","site_admin":false},"body":"> as IDataTransform [](start = 56, length = 18)\r\n\r\nI don't like it, but I don't see any other options.","created_at":"2018-09-13T00:19:37Z","updated_at":"2018-09-13T00:19:37Z","html_url":"https://github.com/dotnet/machinelearning/pull/899#discussion_r217228738","pull_request_url":"https://api.github.com/repos/dotnet/machinelearning/pulls/899","author_association":"MEMBER","_links":{"self":{"href":"https://api.github.com/repos/dotnet/machinelearning/pulls/comments/217228738"},"html":{"href":"https://github.com/dotnet/machinelearning/pull/899#discussion_r217228738"},"pull_request":{"href":"https://api.github.com/repos/dotnet/machinelearning/pulls/899"}}},"pull_request":{"url":"https://api.github.com/repos/dotnet/machinelearning/pulls/899","id":215109095,"node_id":"MDExOlB1bGxSZXF1ZXN0MjE1MTA5MDk1","html_url":"https://github.com/dotnet/machinelearning/pull/899","diff_url":"https://github.com/dotnet/machinelearning/pull/899.diff","patch_url":"https://github.com/dotnet/machinelearning/pull/899.patch","issue_url":"https://api.github.com/repos/dotnet/machinelearning/issues/899","number":899,"state":"open","locked":false,"title":"WIP 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