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Fix computation height of isocel triangle with base equal zero : NaN
[tools/medcoupling.git] / src / MEDCoupling_Swig / MEDCouplingNumPyTest.py
index b510668eab27313b0c5f54742376f356c6c68ec4..1fc1fbce4126620aae4f1c806ca2d1bb38e28c5c 100644 (file)
@@ -1,10 +1,10 @@
 #  -*- coding: iso-8859-1 -*-
-# Copyright (C) 2007-2013  CEA/DEN, EDF R&D
+# Copyright (C) 2007-2023  CEA, EDF
 #
 # This library is free software; you can redistribute it and/or
 # modify it under the terms of the GNU Lesser General Public
 # License as published by the Free Software Foundation; either
-# version 2.1 of the License.
+# version 2.1 of the License, or (at your option) any later version.
 #
 # This library is distributed in the hope that it will be useful,
 # but WITHOUT ANY WARRANTY; without even the implied warranty of
@@ -18,7 +18,9 @@
 # See http://www.salome-platform.org/ or email : webmaster.salome@opencascade.com
 #
 
-from MEDCoupling import *
+
+import sys
+from medcoupling import *
 
 if MEDCouplingHasNumPyBindings():
     from numpy import *
@@ -41,10 +43,10 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         a=a.cumsum(dtype=int32)
         a=array(a,dtype=int64) ; a=array(a,dtype=int32)
         self.assertEqual(getrefcount(a),2)
-        d=DataArrayInt(a)
+        d=DataArrayInt32(a)
         d[:]=2
         #
-        e=DataArrayInt(sz) ; e.fillWithValue(2)
+        e=DataArrayInt32(sz) ; e.fillWithValue(2)
         self.assertTrue(d.isEqual(e))
         #
         a[:]=4 ; e.fillWithValue(4)
@@ -61,9 +63,9 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         self.assertEqual(getrefcount(a),3)
         self.assertEqual(getrefcount(b),2)
         b[:]=5
-        d=DataArrayInt(b)
+        d=DataArrayInt32(b)
         #
-        e=DataArrayInt(sz*2) ; e.fillWithValue(5)
+        e=DataArrayInt32(sz*2) ; e.fillWithValue(5)
         self.assertTrue(d.isEqual(e))
         pass
     
@@ -76,16 +78,16 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         c=a.reshape(2,sz)
         b[:]=6
         b[7:17]=7
-        d=DataArrayInt(b)
-        self.assertTrue(d.isEqual(DataArrayInt([6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,6,6,6])))
+        d=DataArrayInt32(b)
+        self.assertTrue(d.isEqual(DataArrayInt32([6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,6,6,6])))
         #
         a=zeros((10,2),dtype=int32)
         b=a.T
         c=b.view()
         a.shape=20
         a[3:]=10.
-        d=DataArrayInt(a)
-        self.assertTrue(d.isEqual(DataArrayInt([0,0,0,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10])))
+        d=DataArrayInt32(a)
+        self.assertTrue(d.isEqual(DataArrayInt32([0,0,0,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10])))
         pass
     
     @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
@@ -99,11 +101,10 @@ class MEDCouplingNumPyTest(unittest.TestCase):
     def test5(self):
         a=arange(20,dtype=int32)
         self.assertEqual(weakref.getweakrefcount(a),0)
-        d=DataArrayInt(a)
+        d=DataArrayInt32(a)
         self.assertEqual(weakref.getweakrefcount(a),1)
         self.assertTrue(not a.flags["OWNDATA"])
-        self.assertTrue(d.isIdentity())
-        self.assertEqual(len(d),20)
+        self.assertTrue(d.isIota(20))
         a[:]=2 # modifying a and d because a and d share the same chunk of data
         self.assertTrue(d.isUniform(2))
         del d # d is destroyed, a retrieves its ownership of its initial chunk of data
@@ -112,16 +113,16 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         gc.collect()
         self.assertTrue(a.flags["OWNDATA"])
         a[:]=4 # a can be used has usual
-        self.assertTrue(DataArrayInt(a).isUniform(4))
+        self.assertTrue(DataArrayInt32(a).isUniform(4))
         pass
     
     @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
     def test6(self):
         a=arange(20,dtype=int32)
-        d=DataArrayInt(a) # d owns data of a
-        e=DataArrayInt(a) # a not owned -> e only an access to chunk of a 
-        self.assertTrue(d.isIdentity())
-        self.assertTrue(e.isIdentity())
+        d=DataArrayInt32(a) # d owns data of a
+        e=DataArrayInt32(a) # a not owned -> e only an access to chunk of a 
+        self.assertTrue(d.isIota(d.getNumberOfTuples()))
+        self.assertTrue(e.isIota(e.getNumberOfTuples()))
         a[:]=6
         self.assertTrue(d.isUniform(6))
         self.assertTrue(e.isUniform(6))
@@ -138,9 +139,9 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         a=array(0,dtype=int32) ; a.resize(10,2)
         b=a.reshape(20)
         c=a.reshape(2,10)
-        d=DataArrayInt(b) # d owns data of a
-        e=DataArrayInt(b) # a not owned -> e only an access to chunk of a
-        f=DataArrayInt(b) # a not owned -> e only an access to chunk of a
+        d=DataArrayInt32(b) # d owns data of a
+        e=DataArrayInt32(b) # a not owned -> e only an access to chunk of a
+        f=DataArrayInt32(b) # a not owned -> e only an access to chunk of a
         del d # d removed -> a ownes again data
         ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called 
         import gc
@@ -155,13 +156,13 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         del b # no impact on e and f because a is the base of a.
         ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
         gc.collect()
-        self.assertTrue(f.isIdentity())
-        self.assertTrue(e.isIdentity())
+        self.assertTrue(f.isIota(f.getNumberOfTuples()))
+        self.assertTrue(e.isIota(e.getNumberOfTuples()))
         del a # a destroyed, but as c has its base set to a, a exists -> e and f not allocated
         ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
         gc.collect()
-        self.assertTrue(f.isIdentity())
-        self.assertTrue(e.isIdentity())
+        self.assertTrue(f.isIota(f.getNumberOfTuples()))
+        self.assertTrue(e.isIota(e.getNumberOfTuples()))
         del c # c killed -> a killed -> e and d are put into not allocated state
         ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
         gc.collect()        
@@ -173,11 +174,11 @@ class MEDCouplingNumPyTest(unittest.TestCase):
     def test8(self):
         a=arange(20,dtype=int32)
         self.assertTrue(a.flags["OWNDATA"])
-        d=DataArrayInt(a) # d owns data of a
+        d=DataArrayInt32(a) # d owns data of a
         self.assertTrue(not a.flags["OWNDATA"])
         d.pushBackSilent(20)# d pushBack so release of chunk of data -> a becomes owner of its data again
         self.assertTrue(a.flags["OWNDATA"])
-        self.assertTrue(d.isEqual(DataArrayInt([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20])))
+        self.assertTrue(d.isEqual(DataArrayInt32([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20])))
         self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19])
         pass
 
@@ -387,16 +388,16 @@ class MEDCouplingNumPyTest(unittest.TestCase):
     def test19(self):
         sz=20
         a=array(0,dtype=int32)
-        a.resize(sz/2,2)
+        a.resize(sz//2,2)
         a[:]=4
         self.assertEqual(getrefcount(a),2)
-        d=DataArrayInt(a)
+        d=DataArrayInt32(a)
         self.assertEqual(10,d.getNumberOfTuples())
         self.assertEqual(2,d.getNumberOfComponents())
         self.assertEqual(sz,d.getNbOfElems())
-        self.assertTrue(d.isEqual(DataArrayInt([(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4)])))
+        self.assertTrue(d.isEqual(DataArrayInt32([(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4),(4,4)])))
         a[:]=7
-        self.assertTrue(d.isEqual(DataArrayInt([(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7)])))
+        self.assertTrue(d.isEqual(DataArrayInt32([(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7),(7,7)])))
         #
         b=a.reshape((2,5,2))
         self.assertRaises(InterpKernelException,DataArrayInt.New,b) # b has not dimension in [0,1] !
@@ -406,7 +407,7 @@ class MEDCouplingNumPyTest(unittest.TestCase):
     def test20(self):
         sz=20
         a=array(0,dtype=float64)
-        a.resize(sz/2,2)
+        a.resize(sz//2,2)
         a[:]=4
         self.assertEqual(getrefcount(a),2)
         d=DataArrayDouble(a)
@@ -423,10 +424,10 @@ class MEDCouplingNumPyTest(unittest.TestCase):
 
     @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
     def test21(self):
-        #tests that only DataArray*(npArray) contructor is available
+        #tests that only DataArray*(npArray) constructor is available
         a=array(0,dtype=int32)
         a.resize(20)
-        DataArrayInt(a)
+        DataArrayInt32(a)
         self.assertRaises(InterpKernelException,DataArrayInt.New,a,20)
         self.assertRaises(InterpKernelException,DataArrayInt.New,a,20,1)
         a=array(0,dtype=float64)
@@ -560,36 +561,36 @@ class MEDCouplingNumPyTest(unittest.TestCase):
     @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
     def test25(self):
         a=arange(10,dtype=int32)
-        b=DataArrayInt(a)
-        c=DataArrayInt(a)
-        d=DataArrayInt(a)
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),10)
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),10)
-        self.assertTrue(d.isIdentity()) ; self.assertEqual(len(d),10)
+        b=DataArrayInt32(a)
+        c=DataArrayInt32(a)
+        d=DataArrayInt32(a)
+        self.assertTrue(b.isIota(10))
+        self.assertTrue(c.isIota(10))
+        self.assertTrue(d.isIota(10))
         c.pushBackSilent(10) # c and a,b are dissociated
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),10)
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),11)
-        self.assertTrue(d.isIdentity()) ; self.assertEqual(len(d),10)
+        self.assertTrue(b.isIota(10))
+        self.assertTrue(c.isIota(11))
+        self.assertTrue(d.isIota(10))
         del a
         gc.collect()
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),10)
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),11)
+        self.assertTrue(b.isIota(10))
+        self.assertTrue(c.isIota(11))
         self.assertTrue(not d.isAllocated())
         del b
         gc.collect()
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),11)
+        self.assertTrue(c.isIota(11))
         #
         a=arange(10,dtype=int32)
-        b=DataArrayInt(a)
-        c=DataArrayInt(a)
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),10)
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),10)
+        b=DataArrayInt32(a)
+        c=DataArrayInt32(a)
+        self.assertTrue(b.isIota(10))
+        self.assertTrue(c.isIota(10))
         b.pushBackSilent(10) # c and a,b are dissociated
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),11)
-        self.assertTrue(c.isIdentity()) ; self.assertEqual(len(c),10)
+        self.assertTrue(b.isIota(11))
+        self.assertTrue(c.isIota(10))
         del a
         gc.collect()
-        self.assertTrue(b.isIdentity()) ; self.assertEqual(len(b),11)
+        self.assertTrue(b.isIota(11))
         self.assertTrue(not c.isAllocated())
         del b
         gc.collect()
@@ -640,9 +641,9 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         self.assertEqual(a.ndim,2)
         self.assertEqual(a.size,15)
         self.assertEqual(a.shape,(5,3))
-        self.assertEqual(a.strides,(12,4))
-        self.assertEqual(a.nbytes,60)
-        self.assertEqual(a.itemsize,4)
+        self.assertEqual(a.strides,(3*MEDCouplingSizeOfIDs()//8,MEDCouplingSizeOfIDs()//8))
+        self.assertEqual(a.nbytes,15*MEDCouplingSizeOfIDs()//8)
+        self.assertEqual(a.itemsize,MEDCouplingSizeOfIDs()//8)
         self.assertEqual(a.tolist(),[[0,1,2],[3,4,5],[6,7,8],[9,10,11],[12,13,14]])
         #
         d2=d.convertToDblArr()
@@ -656,6 +657,424 @@ class MEDCouplingNumPyTest(unittest.TestCase):
         self.assertEqual(a2.tolist(),[[0.,1.,2.],[3.,4.,5.],[6.,7.,8.],[9.,10.,11.],[12.,13.,14.]])
         pass
 
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test27(self):
+        m0=DenseMatrix(DataArrayDouble([2,3,4,5,1,6]),2,3)
+        m0np=m0.toNumPyMatrix()
+        self.assertEqual(m0np.shape,(2,3))
+        self.assertEqual(m0np.tolist(),[[2.0,3.0,4.0],[5.0,1.0,6.0]])
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test28(self):
+        """Test on DataArrayBytes"""
+        # use case 1
+        d=DataArrayByte(256)
+        for i in range(len(d)):
+            d[i]=-128+i
+            pass
+        arr=d.toNumPyArray()
+        for i in range(len(d)):
+            self.assertEqual(int(arr[i]),-128+i)
+            pass
+        d[0]=7
+        self.assertEqual(int(arr[0]),7)
+        arr[0]=8
+        self.assertEqual(int(d.getIJ(0,0)),8)
+        del arr
+        gc.collect()
+        del d
+        gc.collect()
+        # use case 2
+        d=DataArrayByte(256)
+        for i in range(len(d)):
+            d[i]=-128+i
+            pass
+        arr=d.toNumPyArray()
+        for i in range(len(d)):
+            self.assertEqual(int(arr[i]),-128+i)
+            pass
+        del d
+        gc.collect()
+        del arr
+        gc.collect()
+        # use case 3
+        d=DataArrayByte(256)
+        for i in range(len(d)):
+            d[i]=-128+i
+            pass
+        arr1=d.toNumPyArray()
+        arr2=d.toNumPyArray()
+        arr3=d.toNumPyArray()
+        d[0]=10
+        self.assertEqual(int(arr1[0]),10) ; self.assertEqual(int(arr2[0]),10) ; self.assertEqual(int(arr3[0]),10)
+        arr2[0]=15 ; self.assertEqual(int(d.getIJ(0,0)),15) ; self.assertEqual(int(arr1[0]),15) ; self.assertEqual(int(arr3[0]),15)
+        arr1[0]=-128
+        for i in range(len(d)):
+            self.assertEqual(int(arr1[i]),-128+i)
+            self.assertEqual(int(arr2[i]),-128+i)
+            self.assertEqual(int(arr3[i]),-128+i)
+            pass
+        del arr2
+        gc.collect()
+        for i in range(len(d)):
+            self.assertEqual(int(arr1[i]),-128+i)
+            self.assertEqual(int(arr3[i]),-128+i)
+            pass
+        del arr1
+        gc.collect()
+        for i in range(len(d)):
+            self.assertEqual(int(arr3[i]),-128+i)
+            pass
+        del arr3
+        gc.collect()
+        # use case 4
+        arr=array(0,dtype=int8)
+        arr.resize(256)
+        for i in range(256):
+            arr[i]=-128+i
+            pass
+        d=DataArrayByte(arr)
+        for i in range(256):
+            self.assertEqual(int(d.getIJ(i,0)),-128+i)
+            pass
+        del arr
+        gc.collect()
+        del d
+        gc.collect()
+        # use case 5
+        arr=array(0,dtype=int8)
+        arr.resize(256)
+        for i in range(256):
+            arr[i]=-128+i
+            pass
+        d=DataArrayByte(arr)
+        for i in range(256):
+            self.assertEqual(int(d.getIJ(i,0)),-128+i)
+            pass
+        del d
+        gc.collect()
+        del arr
+        gc.collect()
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test29(self):
+        """Same as test9 with float32"""
+        sz=20
+        a=array(0,dtype=float32)
+        a.resize(sz)
+        a[:]=4
+        self.assertEqual(getrefcount(a),2)
+        a=a.cumsum(dtype=float32)
+        self.assertEqual(getrefcount(a),2)
+        d=DataArrayFloat(a)
+        d[:]=2
+        #
+        e=DataArrayFloat(sz) ; e.fillWithValue(2)
+        self.assertTrue(d.isEqual(e,1e-7))
+        #
+        a[:]=4 ; e.fillWithValue(4)
+        self.assertTrue(d.isEqual(e,1e-7))
+        pass
+    
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test30(self):
+        """Same as test10 with float32"""
+        sz=20
+        a=array(0,dtype=float32)
+        a.resize(sz,2)
+        self.assertEqual(getrefcount(a),2)
+        b=a.reshape(2*sz)
+        self.assertEqual(getrefcount(a),3)
+        self.assertEqual(getrefcount(b),2)
+        b[:]=5
+        d=DataArrayFloat(b)
+        #
+        e=DataArrayFloat(sz*2) ; e.fillWithValue(5)
+        self.assertTrue(d.isEqual(e,1e-7))
+        pass
+    
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test31(self):
+        """Same as test11 with float32"""
+        sz=10
+        a=array(0,dtype=float32)
+        a.resize(sz,2)
+        b=a.reshape(2*sz)
+        c=a.reshape(2,sz)
+        b[:]=6
+        b[7:17]=7
+        d=DataArrayFloat(b)
+        self.assertTrue(d.isEqual(DataArrayFloat([6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,6,6,6]),1e-7))
+        #
+        a=zeros((10,2),dtype=float32)
+        b=a.T
+        c=b.view()
+        a.shape=20
+        a[3:]=10.
+        d=DataArrayFloat(a)
+        self.assertTrue(d.isEqual(DataArrayFloat([0,0,0,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10]),1e-7))
+        pass
+    
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test32(self):
+        """Same as test12 with float32"""
+        a=zeros(20,dtype=float32)
+        b = a[::-1]
+        self.assertRaises(InterpKernelException,DataArrayFloat.New,b) # b is not contiguous in memory
+        pass
+    
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test33(self):
+        """Same as test13 with float32"""
+        a=arange(20,dtype=float32)
+        self.assertEqual(weakref.getweakrefcount(a),0)
+        d=DataArrayFloat(a)
+        self.assertEqual(weakref.getweakrefcount(a),1)
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(d.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        self.assertEqual(len(d),20)
+        a[:]=2 # modifying a and d because a and d share the same chunk of data
+        self.assertTrue(d.isUniform(2,1e-7))
+        del d # d is destroyed, a retrieves its ownership of its initial chunk of data
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        import gc
+        gc.collect()
+        self.assertTrue(a.flags["OWNDATA"])
+        a[:]=4 # a can be used has usual
+        self.assertTrue(DataArrayFloat(a).isUniform(4,1e-7))
+        pass
+    
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test34(self):
+        """Same as test14 with float32"""
+        a=arange(20,dtype=float32)
+        d=DataArrayFloat(a) # d owns data of a
+        e=DataArrayFloat(a) # a not owned -> e only an access to chunk of a 
+        self.assertTrue(d.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        self.assertTrue(e.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        a[:]=6
+        self.assertTrue(d.isUniform(6,1e-7))
+        self.assertTrue(e.isUniform(6,1e-7))
+        del a # a destroyed -> d no change because owned and e array is has no more data set
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        import gc
+        gc.collect()
+        self.assertTrue(d.isUniform(6,1e-7))
+        self.assertTrue(not e.isAllocated())
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test35(self):
+        """Same as test15 with float32"""
+        a=array(0,dtype=float32) ; a.resize(10,2)
+        b=a.reshape(20)
+        c=a.reshape(2,10)
+        d=DataArrayFloat(b) # d owns data of a
+        e=DataArrayFloat(b) # a not owned -> e only an access to chunk of a
+        f=DataArrayFloat(b) # a not owned -> e only an access to chunk of a
+        del d # d removed -> a ownes again data
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        import gc
+        gc.collect()
+        self.assertTrue(e.isUniform(0,1e-7))
+        e[:]=6
+        self.assertTrue(e.isUniform(6,1e-7))
+        self.assertTrue(f.isUniform(6,1e-7))
+        self.assertEqual(b.tolist(),[6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6])
+        self.assertEqual(a.tolist(),[[6,6],[6,6],[6,6],[6,6],[6,6],[6,6],[6,6],[6,6],[6,6],[6,6]])
+        b[:]=arange(20)
+        del b # no impact on e and f because a is the base of a.
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        gc.collect()
+        self.assertTrue(f.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        self.assertTrue(e.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        del a # a destroyed, but as c has its base set to a, a exists -> e and f not allocated
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        gc.collect()
+        self.assertTrue(f.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        self.assertTrue(e.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19]),1e-7))
+        del c # c killed -> a killed -> e and d are put into not allocated state
+        ##@@ Ensure a pass of the garbage collector so that the de-allocator of d is called
+        gc.collect()
+        self.assertTrue(not e.isAllocated())
+        self.assertTrue(not f.isAllocated())
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test36(self):
+        """Same as test16 with float32"""
+        a=arange(20,dtype=float32)
+        self.assertTrue(a.flags["OWNDATA"])
+        d=DataArrayFloat(a) # d owns data of a
+        self.assertTrue(not a.flags["OWNDATA"])
+        d.pushBackSilent(20)# d pushBack so release of chunk of data -> a becomes owner of its data again
+        self.assertTrue(a.flags["OWNDATA"])
+        self.assertTrue(d.isEqual(DataArrayFloat([0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]),1e-7))
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19])
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test37(self):
+        """Same as test20 with float32"""
+        sz=20
+        a=array(0,dtype=float32)
+        a.resize(sz//2,2)
+        a[:]=4
+        self.assertEqual(getrefcount(a),2)
+        d=DataArrayFloat(a)
+        self.assertEqual(10,d.getNumberOfTuples())
+        self.assertEqual(2,d.getNumberOfComponents())
+        self.assertEqual(sz,d.getNbOfElems())
+        self.assertTrue(d.isEqual(DataArrayFloat([(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.),(4.,4.)]),1e-7))
+        a[:]=7
+        self.assertTrue(d.isEqual(DataArrayFloat([(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.),(7.,7.)]),1e-7))
+        #
+        b=a.reshape((2,5,2))
+        self.assertRaises(InterpKernelException,DataArrayFloat.New,b) # b has not dimension in [0,1] !
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test38(self):
+        """Same as test22 with float32"""
+        d=DataArrayFloat(10)
+        d.iota()
+        a=d.toNumPyArray()
+        self.assertTrue(not a.flags["OWNDATA"])
+        del d
+        gc.collect()
+        self.assertTrue(a.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        #
+        d=DataArrayInt(10)
+        d.iota()
+        a=d.toNumPyArray()
+        self.assertTrue(not a.flags["OWNDATA"])
+        del d
+        gc.collect()
+        self.assertTrue(a.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test39(self):
+        """Same as test23 with float32"""
+        d=DataArrayFloat(10)
+        d.iota()
+        a=d.toNumPyArray()
+        b=d.toNumPyArray()
+        c=d.toNumPyArray()
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(not c.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertEqual(c.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        del d
+        gc.collect()
+        self.assertTrue(a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(not c.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertEqual(c.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        #
+        d=DataArrayInt(10)
+        d.iota()
+        a=d.toNumPyArray()
+        b=d.toNumPyArray()
+        c=d.toNumPyArray()
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(not c.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertEqual(b.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertEqual(c.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        del d
+        gc.collect()
+        self.assertTrue(a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(not c.flags["OWNDATA"])
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertEqual(b.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertEqual(c.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test40(self):
+        """Same as test24 with float32"""
+        d=DataArrayFloat(10)
+        d.iota()
+        a=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(a.base is None)
+        del a
+        gc.collect()
+        a=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(a.base is None)
+        b=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(b.base is a)
+        del a
+        gc.collect()
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not b.flags["OWNDATA"])
+        del d
+        gc.collect()
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not b.flags["OWNDATA"])
+        #
+        d=DataArrayInt(10)
+        d.iota()
+        a=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(a.base is None)
+        del a
+        gc.collect()
+        a=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(a.base is None)
+        b=d.toNumPyArray()
+        self.assertEqual(a.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertEqual(b.tolist(),[0,1,2,3,4,5,6,7,8,9])
+        self.assertTrue(not a.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        self.assertTrue(b.base is a)
+        del a
+        gc.collect()
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not b.flags["OWNDATA"])
+        del d
+        gc.collect()
+        self.assertEqual(b.tolist(),[0.,1.,2.,3.,4.,5.,6.,7.,8.,9.])
+        self.assertTrue(not b.flags["OWNDATA"])
+        pass
+
+    @unittest.skipUnless(MEDCouplingHasNumPyBindings(),"requires numpy")
+    def test41(self):
+        """ This non regression test is focused on a numpy subarray of a bigger numpy array. Typically a 1D array coming from a 2D array. When medcoupling takes the ownership, medcoupling must store an offset to deallocate correctly the pointer. The pointer of medcoupling array is NOT the pointer to be transmited to free. The offset is typically the distance between the start of the main 2D array and the start of 1D array medcouplingized."""
+        import numpy as np
+        array = np.array([[1,2,3,10],[4,5,6,20],[7,8,9,30]],dtype=np.float64) # create a 2D array 
+        b = array[2] # b data pointer starts at array+2*4*sizeof(float64) so offset is expected to be equal to -2*4*sizeof(float64)=-64
+        self.assertTrue(array.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        d=DataArrayDouble(b)
+        self.assertTrue(not array.flags["OWNDATA"])
+        self.assertTrue(not b.flags["OWNDATA"])
+        del b ; gc.collect()
+        del array ; gc.collect()
+        del d ; gc.collect() # important : destroy d after b and array to be sure to let the ownership to d.
+        pass
+
     def setUp(self):
         pass
     pass