internal static bool npy_arraydescr_isnative(NpyArray_Descr self)
{
if (self.names == null)
{
return(NpyArray_ISNBO(self));
}
else
{
NpyDict_Iter pos = new NpyDict_Iter();
NpyDict_KVPair KVPair = new NpyDict_KVPair();
KVPair.key = null;
KVPair.value = null;
NpyDict_IterInit(pos);
while (NpyDict_IterNext(self.fields, pos, KVPair))
{
string key = (string)KVPair.key;
NpyArray_DescrField value = (NpyArray_DescrField)KVPair.value;
if (null != value.title && value.title.CompareTo(key) != 0)
{
continue;
}
if (false == npy_arraydescr_isnative(value.descr))
{
return(false);
}
}
}
return(true);
}
internal static void NpyArray_CopySwapFunc(VoidPtr dest, VoidPtr Source, bool swap, NpyArray arr)
{
if (arr == null)
{
return;
}
if (NpyArray_HASFIELDS(arr))
{
NpyDict_KVPair KVPair = new NpyDict_KVPair();
NpyArray_Descr descr;
NpyDict_Iter pos = new NpyDict_Iter();
descr = arr.descr;
NpyDict_IterInit(pos);
while (NpyDict_IterNext(descr.fields, pos, KVPair))
{
NpyArray_DescrField value = KVPair.value as NpyArray_DescrField;
string key = KVPair.key as string;
if (null != value.title && key.CompareTo(value.title) != 0)
{
continue;
}
arr.descr = value.descr;
MemCopy.GetMemcopyHelper(dest).copyswap(dest + value.offset, Source + value.offset, swap);
}
arr.descr = descr;
return;
}
if (swap && arr.descr.subarray != null)
{
NpyArray_Descr descr = new NpyArray_Descr(NPY_TYPES.NPY_OBJECT);
NpyArray_Descr newDescr = null;
npy_intp num;
int itemsize;
descr = arr.descr;
newDescr = descr.subarray._base;
arr.descr = newDescr;
itemsize = newDescr.elsize;
num = descr.elsize / itemsize;
_default_copyswap(dest, itemsize, Source, itemsize, num, swap, arr);
arr.descr = descr;
return;
}
if (Source != null)
{
memcpy(dest, Source, NpyArray_ITEMSIZE(arr));
}
if (swap)
{
swapvalue(dest, NpyArray_ITEMSIZE(arr));
}
return;
}
internal static NpyArray_Descr_Flags npy_descr_find_object_flag(NpyArray_Descr self)
{
if (self.flags != 0 || self.type_num == NPY_TYPES.NPY_OBJECT || self.kind == 'O')
{
return(NpyArray_Descr_Flags.NPY_OBJECT_DTYPE_FLAGS);
}
if (self.names != null)
{
NpyDict_Iter pos = new NpyDict_Iter();
NpyDict_KVPair KVPair = new NpyDict_KVPair();
KVPair.key = null;
KVPair.value = null;
NpyDict_IterInit(pos);
while (NpyDict_IterNext(self.fields, pos, KVPair))
{
string key = (string)KVPair.key;
NpyArray_DescrField value = (NpyArray_DescrField)KVPair.value;
if (null != value.title && value.title.CompareTo(key) != 0)
{
continue;
}
if (npy_descr_find_object_flag(value.descr) != 0)
{
value.descr.flags = NpyArray_Descr_Flags.NPY_OBJECT_DTYPE_FLAGS;
return(NpyArray_Descr_Flags.NPY_OBJECT_DTYPE_FLAGS);
}
}
}
return(0);
}
internal static int NpyArrayAccess_GetFieldOffset(NpyArray_Descr descr, string fieldName, ref NpyArray_Descr pDescr)
{
if (descr.names == null)
{
return(-1);
}
NpyArray_DescrField value = (NpyArray_DescrField)NpyDict_Get(descr.fields, fieldName);
if (value == null)
{
return(-1);
}
pDescr = value.descr;
return(value.offset);
}
internal static int NpyArrayAccess_GetDescrField(NpyArray_Descr descr, string fieldName, ref NpyArray_DescrField pField)
{
if (descr.names == null)
{
return(-1);
}
NpyArray_DescrField value = (NpyArray_DescrField)NpyDict_Get(descr.fields, fieldName);
if (value == null)
{
return(-1);
}
pField = value;
return(0);
}
internal static void NpyArray_DescrSetField(NpyDict self, string key, NpyArray_Descr descr, int offset, string title)
{
NpyArray_DescrField field;
field = new NpyArray_DescrField();
field.descr = descr;
field.offset = offset;
field.title = title;
if (descr.fields.bucketArray.ContainsKey(key))
{
descr.fields.bucketArray[key] = field;
}
else
{
descr.fields.bucketArray.Add(key, field);
descr.fields.numOfElements++;
}
}
static bool _equivalent_fields(NpyDict field1, NpyDict field2)
{
NpyDict_Iter pos = new NpyDict_Iter();
NpyArray_DescrField value1 = null;
NpyArray_DescrField value2 = null;
object key = null;
bool same = true;
NpyDict_KVPair KVPair = new NpyDict_KVPair();
if (field1 == field2)
{
return(true);
}
if (field1 == null || field2 == null)
{
return(false);
}
if (NpyDict_Size(field1) != NpyDict_Size(field2))
{
same = false;
}
NpyDict_IterInit(pos);
while (same && NpyDict_IterNext(field1, pos, KVPair))
{
value2 = (NpyArray_DescrField)NpyDict_Get(field2, key);
if (null == value2 || value1.offset != value2.offset ||
((null == value1.title && null != value2.title) ||
(null != value1.title && null == value2.title) ||
(null != value1.title && null != value2.title &&
value1.title == value2.title)))
{
same = false;
}
else if (!NpyArray_EquivTypes(value1.descr, value2.descr))
{
same = false;
}
}
return(same);
}
static int NpyArray_SubscriptAssignField(NpyArray self, string field, NpyArray v)
{
NpyArray_DescrField value = null;
if (self.descr.names != null)
{
value = (NpyArray_DescrField)NpyDict_Get(self.descr.fields, field);
}
if (value != null)
{
Npy_INCREF(value.descr);
return(NpyArray_SetField(self, value.descr, value.offset, v));
}
else
{
string msg = string.Format("field named {0} not found.", field);
NpyErr_SetString(npyexc_type.NpyExc_ValueError, msg);
return(-1);
}
}
internal static NpyArray_Descr NpyArray_DescrNewByteorder(NpyArray_Descr self, char newendian)
{
NpyArray_Descr _new;
char endian;
_new = NpyArray_DescrNew(self);
endian = _new.byteorder;
if (endian != NPY_IGNORE)
{
if (newendian == NPY_SWAP)
{
/* swap byteorder */
if (NpyArray_ISNBO(endian))
{
endian = NPY_OPPBYTE;
}
else
{
endian = NPY_NATBYTE;
}
_new.byteorder = endian;
}
else if (newendian != NPY_IGNORE)
{
_new.byteorder = newendian;
}
}
if (null != _new.names)
{
NpyDict_KVPair KVPair = new NpyDict_KVPair();
NpyArray_Descr newdescr;
NpyDict_Iter pos = new NpyDict_Iter();
NpyDict_IterInit(pos);
while (NpyDict_IterNext(_new.fields, pos, KVPair))
{
NpyArray_DescrField value = KVPair.value as NpyArray_DescrField;
string key = KVPair.key as string;
if (null != value.title && key.CompareTo(value.title) != 0)
{
continue;
}
newdescr = NpyArray_DescrNewByteorder(value.descr, newendian);
if (newdescr == null)
{
Npy_DECREF(_new);
return(null);
}
Npy_DECREF(value.descr);
value.descr = newdescr;
}
}
if (null != _new.subarray)
{
NpyArray_Descr old = _new.subarray._base;
_new.subarray._base = NpyArray_DescrNewByteorder(self.subarray._base, newendian);
Npy_DECREF(old);
}
return(_new);
}
internal static int NpyArrayAccess_GetDescrField(NpyArray_Descr descr, string fieldName, ref NpyArray_DescrField pField)
{
return(numpyinternal.NpyArrayAccess_GetDescrField(descr, fieldName, ref pField));
}
