/// <summary>
/// Finds the offset for a single item assignment to the array.
/// </summary>
/// <param name="arr">The array we are assigning to.</param>
/// <returns>The offset or -1 if this is not a single assignment.</returns>
internal npy_intp SingleAssignOffset(ndarray arr)
{
// Check to see that there are just newaxis, ellipsis, intp or bool indexes
for (int i = 0; i < num_indexes; i++)
{
switch (IndexType(i))
{
case NpyIndexType.NPY_INDEX_NEWAXIS:
case NpyIndexType.NPY_INDEX_ELLIPSIS:
case NpyIndexType.NPY_INDEX_INTP:
case NpyIndexType.NPY_INDEX_BOOL:
break;
default:
return(-1);
}
}
// Bind to the array and calculate the offset.
NpyIndexes bound = Bind(arr);
{
npy_intp offset = 0;
int nd = 0;
for (int i = 0; i < bound.num_indexes; i++)
{
switch (bound.IndexType(i))
{
case NpyIndexType.NPY_INDEX_NEWAXIS:
break;
case NpyIndexType.NPY_INDEX_INTP:
offset += arr.Stride(nd++) * bound.GetIntP(i);
break;
case NpyIndexType.NPY_INDEX_SLICE:
// An ellipsis became a slice on binding.
// This is not a single item assignment.
return(-1);
default:
// This should never happen
return(-1);
}
}
if (nd != arr.ndim)
{
// Not enough indexes. This is not a single item.
return(-1);
}
return(offset);
}
}
public Object this[params object[] args]
{
get
{
ndarray result;
NpyIndexes indexes = new NpyIndexes();
{
NpyUtil_IndexProcessing.IndexConverter(this.arr.ravel(), args, indexes);
result = NpyCoreApi.IterSubscript(this, indexes);
}
if (result.ndim == 0)
{
return(result.GetItem(0));
}
else
{
return(result);
}
}
set
{
NpyIndexes indexes = new NpyIndexes();
{
NpyUtil_IndexProcessing.IndexConverter(this.arr.ravel(), args, indexes);
if (indexes.NumIndexes == 1)
{
// Special cases for single assigment.
switch (indexes.IndexType(0))
{
case NpyIndexType.NPY_INDEX_INTP:
SingleAssign(indexes.GetIntP(0), value);
return;
case NpyIndexType.NPY_INDEX_BOOL:
if (indexes.GetBool(0))
{
SingleAssign(0, value);
}
return;
default:
break;
}
}
ndarray array_val = np.FromAny(value, arr.Dtype, 0, 0, 0, null);
NpyCoreApi.IterSubscriptAssign(this, indexes, array_val);
}
}
}
internal NpyIndexes Bind(ndarray arr)
{
NpyIndexes result = new NpyIndexes();
int n = NpyCoreApi.BindIndex(arr, this, result);
if (n < 0)
{
NpyCoreApi.CheckError();
}
else
{
result.num_indexes = n;
}
return(result);
}
public static void IndexConverter(ndarray arr, Object[] indexArgs, NpyIndexes indexes)
{
int index = 0;
if (indexArgs.Length != 1)
{
// This is the simple case. Just convert each arg.
if (indexArgs.Length > NpyDefs.NPY_MAXDIMS)
{
throw new IndexOutOfRangeException("Too many indices");
}
foreach (object arg in indexArgs)
{
ConvertSingleIndex(arr, arg, indexes, index++);
}
}
else
{
// Single index.
object arg = indexArgs[0];
if (arg is ndarray)
{
ConvertSingleIndex(arr, arg, indexes, index++);
}
else if (arg is string)
{
ConvertSingleIndex(arr, arg, indexes, index++);
}
else if (arg is IEnumerable <object> && SequenceTuple((IEnumerable <object>)arg))
{
foreach (object sub in (IEnumerable <object>)arg)
{
ConvertSingleIndex(arr, sub, indexes, index++);
}
}
else
{
ConvertSingleIndex(arr, arg, indexes, index++);
}
}
}
private static void ConvertSingleIndex(ndarray arr, Object arg, NpyIndexes indexes, int index)
{
if (arg == null)
{
indexes.AddNewAxis();
}
else if (arg is string && (string)arg == "...")
{
indexes.AddEllipsis();
}
else if (arg is Ellipsis)
{
indexes.AddEllipsis();
}
else if (arg is CSharpTuple)
{
indexes.AddCSharpTuple((CSharpTuple)arg);
}
else if (arg is bool)
{
indexes.AddIndex((bool)arg);
}
else if (arg is int)
{
indexes.AddIndex((int)arg);
}
else if (arg is BigInteger)
{
BigInteger bi = (BigInteger)arg;
npy_intp lval = (npy_intp)bi;
indexes.AddIndex(lval);
}
else if (arg is ISlice)
{
indexes.AddIndex((ISlice)arg);
}
else if (arg is string)
{
indexes.AddIndex(arr, (string)arg, index);
}
else
{
ndarray array_arg = null;
if (arg.GetType().IsArray)
{
dynamic arr1 = arg;
if (arr1[0] is ndarray)
{
}
else
{
array_arg = np.array(new VoidPtr(arr1), null);
}
}
else
{
array_arg = arg as ndarray;
}
if (array_arg == null && arg is IEnumerable <object> )
{
array_arg = np.FromIEnumerable((IEnumerable <object>)arg, null, false, 0, 0);
}
if (array_arg == null && arg is IEnumerable <npy_intp> )
{
var arr1 = arg as IEnumerable <npy_intp>;
array_arg = np.array(arr1.ToArray(), null);
}
// Boolean scalars
if (array_arg != null &&
array_arg.ndim == 0 &&
NpyDefs.IsBool(array_arg.TypeNum))
{
indexes.AddIndex(Convert.ToBoolean(array_arg[0]));
}
// Integer scalars
else if (array_arg != null &&
array_arg.ndim == 0 &&
NpyDefs.IsInteger(array_arg.TypeNum))
{
try
{
indexes.AddIndex((npy_intp)Convert.ToInt64(array_arg[0]));
}
catch (Exception e)
{
throw new IndexOutOfRangeException(e.Message);
}
}
else if (array_arg != null)
{
// Arrays must be either boolean or integer.
if (NpyDefs.IsInteger(array_arg.TypeNum))
{
indexes.AddIntpArray(array_arg);
}
else if (NpyDefs.IsBool(array_arg.TypeNum))
{
indexes.AddBoolArray(array_arg);
}
else
{
throw new IndexOutOfRangeException("arrays used as indices must be of integer (or boolean) type.");
}
}
else if (arg is IEnumerable <Object> )
{
// Other sequences we convert to an intp array
indexes.AddIntpArray(arg);
}
else if (arg is IConvertible)
{
#if NPY_INTP_64
indexes.AddIndex((npy_intp)Convert.ToInt64(arg));
#else
indexes.AddIndex((npy_intp)Convert.ToInt32(arg));
#endif
}
else
{
throw new ArgumentException(String.Format("Argument '{0}' is not a valid index.", arg));
}
}
}