public static IDataFrame DataFrame <T>(this Pandas pd, IList <T> data, IList <string> index = null)
{
var type = typeof(T);
if (type.FullName == "System.Object")
{
type = data[0].GetType();
}
var props = type.GetProperties();
var columnSize = props.Count();
var rowSize = data.Count();
var nd = new NDArray(typeof(object), new Shape(rowSize, columnSize));
for (var i = 0; i < rowSize; i++)
{
for (var p = 0; p < columnSize; p++)
{
nd[i, p] = props[p].GetValue(data[i]);
}
}
return(pd.DataFrame(nd, index, props.Select(x => x.Name).ToArray(), typeof(object)));
}
public static IDataFrame DataFrame(this Pandas pd, IDictionary <string, NDArray> data, IList <string> index = null)
{
return(pd.DataFrame <string>(data, index));
}
public static IDataFrame DataFrame(this Pandas pd, NDArray data, IList <string> index, IList <string> columns, Type dtype)
{
return(pd.DataFrame <string>(data, index, columns, dtype));
}