internal static NpyArray_Descr NpyArray_SmallType(NpyArray_Descr chktype, NpyArray_Descr mintype)
{
NpyArray_Descr outtype;
NPY_TYPES outtype_num;
NPY_TYPES save_num;
Debug.Assert(Validate(chktype) && Validate(mintype));
if (NpyArray_EquivTypes(chktype, mintype))
{
Npy_INCREF(mintype);
return(mintype);
}
if (chktype.type_num > mintype.type_num)
{
outtype_num = chktype.type_num;
}
else
{
if (NpyTypeNum_ISOBJECT(chktype.type_num) &&
NpyDataType_ISSTRING(mintype))
{
return(NpyArray_DescrFromType(NPY_TYPES.NPY_OBJECT));
}
else
{
outtype_num = mintype.type_num;
}
}
save_num = outtype_num;
while (outtype_num < NPY_TYPES.NPY_NTYPES &&
!(NpyArray_CanCastSafely(chktype.type_num, outtype_num) &&
NpyArray_CanCastSafely(mintype.type_num, outtype_num)))
{
outtype_num++;
}
if (outtype_num == NPY_TYPES.NPY_NTYPES)
{
outtype = NpyArray_DescrFromType(save_num);
}
else
{
outtype = NpyArray_DescrFromType(outtype_num);
}
if (NpyTypeNum_ISEXTENDED(outtype.type_num))
{
int testsize = outtype.elsize;
int chksize, minsize;
chksize = chktype.elsize;
minsize = mintype.elsize;
/*
* Handle string.unicode case separately
* because string itemsize is 4* as large
*/
if (outtype.type_num == NPY_TYPES.NPY_UNICODE &&
mintype.type_num == NPY_TYPES.NPY_STRING)
{
testsize = Math.Max(chksize, 4 * minsize);
}
else if (chktype.type_num == NPY_TYPES.NPY_STRING &&
mintype.type_num == NPY_TYPES.NPY_UNICODE)
{
testsize = Math.Max(chksize * 4, minsize);
}
else
{
testsize = Math.Max(chksize, minsize);
}
if (testsize != outtype.elsize)
{
NpyArray_DESCR_REPLACE(ref outtype);
outtype.elsize = testsize;
NpyArray_DescrDeallocNamesAndFields(outtype);
}
}
return(outtype);
}
internal static int NpyArray_SetDescr(NpyArray self, NpyArray_Descr newtype)
{
return(numpyinternal.NpyArray_SetDescr(self, newtype));
}
internal static NpyArray NpyArray_CastToType(NpyArray mp, NpyArray_Descr at, bool fortran)
{
return(numpyinternal.NpyArray_CastToType(mp, at, fortran));
}
internal static int NpyArrayAccess_AddField(NpyDict fields, List <string> names, int i, string name, NpyArray_Descr fieldType, int offset, string title)
{
return(numpyinternal.NpyArrayAccess_AddField(fields, names, i, name, fieldType, offset, title));
}
internal static int NpyArrayAccess_GetFieldOffset(NpyArray_Descr descr, string fieldName, ref NpyArray_Descr pDescr)
{
return(numpyinternal.NpyArrayAccess_GetFieldOffset(descr, fieldName, ref pDescr));
}
internal static int NpyArray_RegisterCanCast(NpyArray_Descr descr, NPY_TYPES totype, NPY_SCALARKIND scalar)
{
return(numpyinternal.NpyArray_RegisterCanCast(descr, totype, scalar));
}
internal static NpyArray NpyArrayAccess_FromStream(Stream fileStream, NpyArray_Descr dtype, int count, string sep)
{
return(numpyinternal.NpyArrayAccess_FromStream(fileStream, dtype, count, sep));
}
internal static int NpyArray_SetDescr(NpyArray self, NpyArray_Descr newtype)
{
npy_intp newdim;
int index;
string msg = "new type not compatible with array.";
Npy_INCREF(newtype);
if (NpyDataType_FLAGCHK(newtype, NpyArray_Descr_Flags.NPY_ITEM_HASOBJECT) ||
NpyDataType_FLAGCHK(newtype, NpyArray_Descr_Flags.NPY_ITEM_IS_POINTER) ||
NpyDataType_FLAGCHK(NpyArray_DESCR(self), NpyArray_Descr_Flags.NPY_ITEM_HASOBJECT) ||
NpyDataType_FLAGCHK(NpyArray_DESCR(self), NpyArray_Descr_Flags.NPY_ITEM_IS_POINTER))
{
NpyErr_SetString(npyexc_type.NpyExc_TypeError, "Cannot change data-type for object array.");
Npy_DECREF(newtype);
return(-1);
}
if (newtype.elsize == 0)
{
NpyErr_SetString(npyexc_type.NpyExc_TypeError, "data-type must not be 0-sized");
Npy_DECREF(newtype);
return(-1);
}
if ((newtype.elsize != NpyArray_ITEMSIZE(self)) &&
(NpyArray_NDIM(self) == 0 || !NpyArray_ISONESEGMENT(self) || newtype.subarray != null))
{
goto fail;
}
if (NpyArray_ISCONTIGUOUS(self))
{
index = NpyArray_NDIM(self) - 1;
}
else
{
index = 0;
}
if (newtype.elsize < NpyArray_ITEMSIZE(self))
{
/*
* if it is compatible increase the size of the
* dimension at end (or at the front for FORTRAN)
*/
if (NpyArray_ITEMSIZE(self) % newtype.elsize != 0)
{
goto fail;
}
newdim = (npy_intp)(NpyArray_ITEMSIZE(self) / newtype.elsize);
newdim = newdim * NpyArray_DIM(self, index);
NpyArray_DIM_Update(self, index, (int)newdim);
NpyArray_STRIDE_Update(self, index, newtype.elsize);
}
else if (newtype.elsize > NpyArray_ITEMSIZE(self))
{
/*
* Determine if last (or first if FORTRAN) dimension
* is compatible
*/
newdim = (npy_intp)(NpyArray_DIM(self, index) * NpyArray_ITEMSIZE(self));
if ((newdim % newtype.elsize) != 0)
{
goto fail;
}
NpyArray_DIM_Update(self, index, (int)(newdim / newtype.elsize));
NpyArray_STRIDE_Update(self, index, newtype.elsize);
}
/* fall through -- adjust type*/
Npy_DECREF(NpyArray_DESCR(self));
if (newtype.subarray != null)
{
/*
* create new array object from data and update
* dimensions, strides and descr from it
*/
NpyArray temp;
/*
* We would decref newtype here.
* temp will steal a reference to it
*/
temp =
NpyArray_NewFromDescr(newtype, NpyArray_NDIM(self),
NpyArray_DIMS(self), NpyArray_STRIDES(self),
NpyArray_BYTES(self), NpyArray_FLAGS(self),
true, null,
null);
if (temp == null)
{
return(-1);
}
NpyDimMem_FREE(NpyArray_DIMS(self));
NpyArray_DIMS_Update(self, NpyArray_DIMS(temp));
NpyArray_NDIM_Update(self, NpyArray_NDIM(temp));
NpyArray_STRIDES_Update(self, NpyArray_STRIDES(temp));
newtype = NpyArray_DESCR(temp);
Npy_INCREF(newtype);
/* Fool deallocator not to delete these*/
NpyArray_NDIM_Update(temp, 0);
NpyArray_DIMS_Update(temp, null);
Npy_DECREF(temp);
}
NpyArray_DESCR_Update(self, newtype);
NpyArray_UpdateFlags(self, NPYARRAYFLAGS.NPY_UPDATE_ALL);
return(0);
fail:
NpyErr_SetString(npyexc_type.NpyExc_ValueError, msg);
Npy_DECREF(newtype);
return(-1);
}
internal static NpyArray NpyArray_FromBinaryStream(Stream fileStream, NpyArray_Descr descr, npy_intp num)
{
if (NpyDataType_REFCHK(descr))
{
NpyErr_SetString(npyexc_type.NpyExc_ValueError, "Cannot read into object array");
Npy_DECREF(descr);
return(null);
}
if (descr.elsize == 0)
{
NpyErr_SetString(npyexc_type.NpyExc_ValueError, "The elements are 0-sized.");
Npy_DECREF(descr);
return(null);
}
int index = 0;
var data = NpyDataMem_NEW(descr.type_num, (ulong)((fileStream.Length - fileStream.Position) / descr.elsize), false);
using (BinaryReader sr = new BinaryReader(fileStream))
{
while (true)
{
try
{
switch (descr.type_num)
{
case NPY_TYPES.NPY_BOOL:
{
bool[] bdata = data.datap as bool[];
bdata[index] = sr.ReadBoolean();
index++;
break;
}
case NPY_TYPES.NPY_BYTE:
{
sbyte[] bdata = data.datap as sbyte[];
bdata[index] = sr.ReadSByte();
index++;
break;
}
case NPY_TYPES.NPY_UBYTE:
{
byte[] bdata = data.datap as byte[];
bdata[index] = sr.ReadByte();
index++;
break;
}
case NPY_TYPES.NPY_INT16:
{
Int16[] bdata = data.datap as Int16[];
bdata[index] = sr.ReadInt16();
index++;
break;
}
case NPY_TYPES.NPY_UINT16:
{
UInt16[] bdata = data.datap as UInt16[];
bdata[index] = sr.ReadUInt16();
index++;
break;
}
case NPY_TYPES.NPY_INT32:
{
Int32[] bdata = data.datap as Int32[];
bdata[index] = sr.ReadInt32();
index++;
break;
}
case NPY_TYPES.NPY_UINT32:
{
UInt32[] bdata = data.datap as UInt32[];
bdata[index] = sr.ReadUInt32();
index++;
break;
}
case NPY_TYPES.NPY_INT64:
{
Int64[] bdata = data.datap as Int64[];
bdata[index] = sr.ReadInt64();
index++;
break;
}
case NPY_TYPES.NPY_UINT64:
{
UInt64[] bdata = data.datap as UInt64[];
bdata[index] = sr.ReadUInt32();
index++;
break;
}
case NPY_TYPES.NPY_FLOAT:
{
float[] bdata = data.datap as float[];
bdata[index] = sr.ReadSingle();
index++;
break;
}
case NPY_TYPES.NPY_DOUBLE:
{
double[] bdata = data.datap as double[];
bdata[index] = sr.ReadDouble();
index++;
break;
}
case NPY_TYPES.NPY_DECIMAL:
{
decimal[] bdata = data.datap as decimal[];
bdata[index] = sr.ReadDecimal();
index++;
break;
}
}
}
catch (Exception ex)
{
break;
}
if (num > 0 && num <= index)
{
break;
}
}
}
npy_intp[] dims = new npy_intp[] { index };
NpyArray newArr = NpyArray_NewFromDescr(descr, 1, dims, null, data, NPYARRAYFLAGS.NPY_CARRAY, false, null, null);
return(newArr);
}
internal static int NpyArray_ScanFunc(FileInfo fp, object dptr, string ignore, NpyArray_Descr a)
{
return(2);
}
internal static int NpyArray_FromStrFunc(string s, object dptr, object[] endptr, NpyArray_Descr a)
{
return(2);
}
internal static void NpyArray_DescrSetNames(NpyArray_Descr self, List <string> nameslist)
{
self.names = NpyArray_DescrNamesCopy(nameslist);
}
internal static int NpyArray_DescrReplaceNames(NpyArray_Descr self, List <string> nameslist)
{
self.names = NpyArray_DescrNamesCopy(nameslist);
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 bool NpyArray_RegisterDataType(NpyArray_Descr descr)
{
return(numpyinternal.NpyArray_RegisterDataType(descr));
}
internal static bool Validate(NpyArray_Descr descr)
{
return(null != descr && npy_defs.NPY_VALID_MAGIC == descr.nob_magic_number);
}
internal static int NpyArray_RegisterCastFunc(NpyArray_Descr descr, NPY_TYPES totype, NpyArray_VectorUnaryFunc castfunc)
{
return(numpyinternal.NpyArray_RegisterCastFunc(descr, totype, castfunc));
}
internal static NpyArray NpyArray_GetField(NpyArray self, NpyArray_Descr typed, int offset)
{
return(numpyinternal.NpyArray_GetField(self, typed, offset));
}
internal static NpyArray NpyArrayAccess_FromFile(string fileName, NpyArray_Descr dtype, int count, string sep)
{
return(numpyinternal.NpyArrayAccess_FromFile(fileName, dtype, count, sep));
}
internal static int NpyArray_SetField(NpyArray self, NpyArray_Descr dtype, int offset, NpyArray val)
{
return(numpyinternal.NpyArray_SetField(self, dtype, offset, val));
}
internal static void NpyArrayAccess_DescrReplaceFields(NpyArray_Descr descr, List <string> nameslist, NpyDict fields)
{
numpyinternal.NpyArrayAccess_DescrReplaceFields(descr, nameslist, fields);
}
internal static int NpyArray_AsCArray(ref NpyArray apIn, ref byte[] ptr, npy_intp[] dims, int nd, NpyArray_Descr typedescr)
{
return(numpyinternal.NpyArray_AsCArray(ref apIn, ref ptr, dims, nd, typedescr));
}
internal static int NpyArrayAccess_GetDescrField(NpyArray_Descr descr, string fieldName, ref NpyArray_DescrField pField)
{
return(numpyinternal.NpyArrayAccess_GetDescrField(descr, fieldName, ref pField));
}
internal static bool NpyArray_EquivTypes(NpyArray_Descr typ1, NpyArray_Descr typ2)
{
return(numpyinternal.NpyArray_EquivTypes(typ1, typ2));
}
internal static NpyArray NpyArray_View(NpyArray self, NpyArray_Descr type, object subtype)
{
return(numpyinternal.NpyArray_View(self, type, subtype));
}
internal static void NpyArray_Item_XDECREF(byte [] data, NpyArray_Descr descr)
{
numpyinternal.NpyArray_Item_XDECREF(data, descr);
}
internal static NpyArray_VectorUnaryFunc NpyArray_GetCastFunc(NpyArray_Descr descr, NPY_TYPES type_num)
{
return(numpyinternal.NpyArray_GetCastFunc(descr, type_num));
}
internal static NpyArray NpyUFunc_GenericReduction(NpyUFuncObject self, NpyArray arr, NpyArray indices,
NpyArray _out, int axis, NpyArray_Descr otype, GenericReductionOp operation)
{
return(numpyinternal.NpyUFunc_GenericReduction(self, arr, indices, _out, axis, otype, operation, false));
}
internal static bool NpyArray_CanCastTo(NpyArray_Descr from, NpyArray_Descr to)
{
return(numpyinternal.NpyArray_CanCastTo(from, to));
}
internal static bool NpyDataType_REFCHK(NpyArray_Descr dtype)
{
return(NpyDataType_FLAGCHK(dtype, NpyArray_Descr_Flags.NPY_ITEM_REFCOUNT));
}