pascalabcnet/TestSuite/_MachineLearning/Regression/008_dataframe_schema_snapshot.pas

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uses MLABC, DataFrameABCCore;
uses TestHelpers in '..\TestHelpers.pas';
begin
var df := new DataFrame;
df.AddStrColumn('City', Arr('Msk', 'Spb'));
df.AddIntColumn('Age', Arr(20, 30));
df := df.SetCategorical(['City']);
var s1 := df.Schema;
var names := s1.ColumnNames;
var types := s1.Types;
var cats := s1.CategoricalFlags;
names[0] := 'Broken';
types[0] := ColumnType.ctBool;
cats[0] := false;
var s2 := df.Schema;
Check(s2.NameAt(0) = 'City', 'Schema name snapshot must not mutate DataFrame');
Check(s2.ColumnTypeAt(0) = ColumnType.ctStr, 'Schema type snapshot must not mutate DataFrame');
Check(s2.IsCategoricalAt(0), 'Schema categorical snapshot must not mutate DataFrame');
end.