[Numpy-svn] r3629 - trunk/numpy/doc/swig

numpy-svn@scip... numpy-svn@scip...
Sat Mar 31 21:31:51 CDT 2007


Author: wfspotz@sandia.gov
Date: 2007-03-31 21:31:40 -0500 (Sat, 31 Mar 2007)
New Revision: 3629

Modified:
   trunk/numpy/doc/swig/Series.i
   trunk/numpy/doc/swig/numpy.i
   trunk/numpy/doc/swig/numpy_swig.html
   trunk/numpy/doc/swig/numpy_swig.pdf
   trunk/numpy/doc/swig/numpy_swig.txt
   trunk/numpy/doc/swig/series.cxx
   trunk/numpy/doc/swig/series.h
   trunk/numpy/doc/swig/testSeries.py
Log:
Added (DATA_TYPE* ARGOUT_ARRAY1, DIM_TYPE DIM1) and (DIM_TYPE DIM1, DATA_TYPE* ARGOUT_ARRAY1) typemaps, and tests, and documentation

Modified: trunk/numpy/doc/swig/Series.i
===================================================================
--- trunk/numpy/doc/swig/Series.i	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/Series.i	2007-04-01 02:31:40 UTC (rev 3629)
@@ -25,6 +25,8 @@
 
 %apply (TYPE ARGOUT_ARRAY1[ANY]) {(TYPE even[3])};
 %apply (TYPE ARGOUT_ARRAY1[ANY]) {(TYPE odd[ 3])};
+%apply (TYPE* ARGOUT_ARRAY1, int DIM1) {(TYPE* twoVec, int size)};
+%apply (int DIM1, TYPE* ARGOUT_ARRAY1) {(int size, TYPE* threeVec)};
 
 %apply (TYPE IN_ARRAY2[ANY][ANY]) {(TYPE matrix[ANY][ANY])};
 %apply (TYPE* IN_ARRAY2, int DIM1, int DIM2) {(TYPE* matrix, int rows, int cols)};

Modified: trunk/numpy/doc/swig/numpy.i
===================================================================
--- trunk/numpy/doc/swig/numpy.i	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/numpy.i	2007-04-01 02:31:40 UTC (rev 3629)
@@ -315,21 +315,25 @@
  *     (DATA_TYPE* INPLACE_ARRAY1, DIM_TYPE DIM1)
  *     (DIM_TYPE DIM1, DATA_TYPE* INPLACE_ARRAY1)
  *
- *     (DATA_TYPE IN_ARRAY2[ANY][ANY])
+ *     (DATA_TYPE INPLACE_ARRAY2[ANY][ANY])
  *     (DATA_TYPE* INPLACE_ARRAY2, DIM_TYPE DIM1, DIM_TYPE DIM2)
  *     (DIM_TYPE DIM1, DIM_TYPE DIM2, DATA_TYPE* INPLACE_ARRAY2)
  *
  *     (DATA_TYPE ARGOUT_ARRAY1[ANY])
+ *     (DATA_TYPE* ARGOUT_ARRAY1, DIM_TYPE DIM1)
+ *     (DIM_TYPE DIM1, DATA_TYPE* ARGOUT_ARRAY1)
  *
  *     (DATA_TYPE ARGOUT_ARRAY2[ANY][ANY])
  *
- * where "DATA_TYPE" is any type supported by the NumPy module.  In python,
- * the dimensions will not need to be specified.  The IN_ARRAYs can be
- * a numpy array or any sequence that can be converted to a numpy
- * array of the specified type.  The INPLACE_ARRAYs must be numpy
- * arrays of the appropriate type.  The ARGOUT_ARRAYs will be returned
- * as numpy arrays of the appropriate type.
-
+ * where "DATA_TYPE" is any type supported by the NumPy module, and
+ * "DIM_TYPE" is any int-like type suitable for specifying dimensions.
+ * In python, the dimensions will not need to be specified (except for
+ * the "DATA_TYPE* ARGOUT_ARRAY1" typemaps).  The IN_ARRAYs can be a
+ * numpy array or any sequence that can be converted to a numpy array
+ * of the specified type.  The INPLACE_ARRAYs must be numpy arrays of
+ * the appropriate type.  The ARGOUT_ARRAYs will be returned as numpy
+ * arrays of the appropriate type.
+ *
  * These typemaps can be applied to existing functions using the
  * %apply directive:
  *
@@ -369,12 +373,22 @@
  *     %apply (int DIM1, int DIM2, double* INPLACE_ARRAY2) {(int rows, int cols, double* matrix)};
  *     void ceil(int rows, int cols, double* matrix);
  *
- *     %apply (double ARGOUT_ARRAY1[ANY] {(double series[int length])};
- *     void negate(double* series, int length);
+ *     %apply (double IN_ARRAY1[ANY]    ) {(double vector[ANY])};
+ *     %apply (double ARGOUT_ARRAY1[ANY]) {(double even[    3])};
+ *     %apply (double ARGOUT_ARRAY1[ANY]) {(double odd[     3])};
+ *     void eoSplit(double vector[3], double even[3], double odd[3]);
  *
- *     %apply (double ARGOUT_ARRAY2[ANY][ANY]) {(double matrix[int rows][int cols])};
- *     void normalize(double* matrix, int rows, int cols);
+ *     %apply (double* ARGOUT_ARRAY1, int DIM1) {(double* twoVec, int size)};
+ *     void twos(double* twoVec, int size);
  *
+ *     %apply (int DIM1, double* ARGOUT_ARRAY1) {(int size, double* threeVec)};
+ *     void threes(int size, double* threeVec);
+ *
+ *     %apply (double IN_ARRAY2[ANY][ANY])     {(double matrix[2][2])};
+ *     %apply (double ARGOUT_ARRAY2[ANY][ANY]) {(double upper[ 3][3])};
+ *     %apply (double ARGOUT_ARRAY2[ANY][ANY]) {(double lower[ 3][3])};
+ *     void luSplit(double matrix[3][3], double upper[3][3], double lower[3][3]);
+ *
  * or directly with
  *
  *     double length(double IN_ARRAY1[ANY]);
@@ -393,9 +407,13 @@
  *     void floor(double* INPLACE_ARRAY2, int DIM1, int DIM2, double floor);
  *     void ceil( int DIM1, int DIM2, double* INPLACE_ARRAY2, double ceil );
  *
- *     void negate(double ARGOUT_ARRAY1[ANY]);
+ *     void eoSplit(double IN_ARRAY1[ANY], double ARGOUT_ARRAY1[ANY],
+ *                  double ARGOUT_ARRAY1[ANY]);
+ *     void twos(double* ARGOUT_ARRAY1, int DIM1)
+ *     void threes(int DIM1, double* ARGOUT_ARRAY1)
  *
- *     void normalize(double ARGOUT_ARRAY2[ANY][ANY]);
+ *     void luSplit(double IN_ARRAY2[ANY][ANY], double ARGOUT_ARRAY2[ANY][ANY],
+ *                  double ARGOUT_ARRAY2[ANY][ANY]);
  */
 
 %define %numpy_typemaps(DATA_TYPE, DATA_TYPECODE, DIM_TYPE)
@@ -630,6 +648,54 @@
   $result = SWIG_Python_AppendOutput($result,array$argnum);
 }
 
+/* Typemap suite for (DATA_TYPE* ARGOUT_ARRAY1, DIM_TYPE DIM1)
+ */
+%typemap(in,numinputs=1)
+  (DATA_TYPE* ARGOUT_ARRAY1, DIM_TYPE DIM1)
+  (PyObject * array = NULL)
+{
+  if (!PyInt_Check($input)) {
+    char* typestring = pytype_string($input);
+    PyErr_Format(PyExc_TypeError, 
+		 "Int dimension expected.  '%s' given.", 
+		 typestring);
+    SWIG_fail;
+  }
+  $2 = (DIM_TYPE) PyInt_AsLong($input);
+  npy_intp dims[1] = { (npy_intp) $2 };
+  array = PyArray_SimpleNew(1, dims, DATA_TYPECODE);
+  $1 = (DATA_TYPE*)((PyArrayObject*)array)->data;
+}
+%typemap(argout)
+  (DATA_TYPE* ARGOUT_ARRAY1, DIM_TYPE DIM1)
+{
+  $result = SWIG_Python_AppendOutput($result,array$argnum);
+}
+
+/* Typemap suite for (DIM_TYPE DIM1, DATA_TYPE* ARGOUT_ARRAY1)
+ */
+%typemap(in,numinputs=1)
+  (DIM_TYPE DIM1, DATA_TYPE* ARGOUT_ARRAY1)
+  (PyObject * array = NULL)
+{
+  if (!PyInt_Check($input)) {
+    char* typestring = pytype_string($input);
+    PyErr_Format(PyExc_TypeError, 
+		 "Int dimension expected.  '%s' given.", 
+		 typestring);
+    SWIG_fail;
+  }
+  $1 = (DIM_TYPE) PyInt_AsLong($input);
+  npy_intp dims[1] = { (npy_intp) $1 };
+  array = PyArray_SimpleNew(1, dims, DATA_TYPECODE);
+  $2 = (DATA_TYPE*)((PyArrayObject*)array)->data;
+}
+%typemap(argout)
+  (DIM_TYPE DIM1, DATA_TYPE* ARGOUT_ARRAY1)
+{
+  $result = SWIG_Python_AppendOutput($result,array$argnum);
+}
+
 /* Typemap suite for (DATA_TYPE ARGOUT_ARRAY2[ANY][ANY])
  */
 %typemap(in,numinputs=0)

Modified: trunk/numpy/doc/swig/numpy_swig.html
===================================================================
--- trunk/numpy/doc/swig/numpy_swig.html	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/numpy_swig.html	2007-04-01 02:31:40 UTC (rev 3629)
@@ -528,17 +528,28 @@
 are in fact output arrays.  This pattern occurs often when there is
 more than one output variable and the single return argument is
 therefore not sufficient.  In <a class="reference" href="http://www.python.org">python</a>, the convential way to return
-multiple arguments is to pack them into a tuple and return the tuple.
-This is what the argout typemaps do.  If a wrapped function that uses
-these argout typemaps has more than one return argument, they are so
-packed.  The <a class="reference" href="http://www.python.org">python</a> user does not pass these arrays in, they simply
-get returned.  The argout signatures are</p>
+multiple arguments is to pack them into a sequence (tuple, list, etc.)
+and return the sequence.  This is what the argout typemaps do.  If a
+wrapped function that uses these argout typemaps has more than one
+return argument, they are packed into a tuple or list, depending on
+the version of <a class="reference" href="http://www.python.org">python</a>.  The <a class="reference" href="http://www.python.org">python</a> user does not pass these
+arrays in, they simply get returned.  The argout signatures are</p>
 <blockquote>
 <ul class="simple">
 <li><tt class="docutils literal"><span class="pre">(DATA_TYPE</span> <span class="pre">ARGOUT_ARRAY1[ANY])</span></tt></li>
+<li><tt class="docutils literal"><span class="pre">(DATA_TYPE*</span> <span class="pre">ARGOUT_ARRAY1,</span> <span class="pre">int</span> <span class="pre">DIM1)</span></tt></li>
+<li><tt class="docutils literal"><span class="pre">(int</span> <span class="pre">DIM1,</span> <span class="pre">DATA_TYPE*</span> <span class="pre">ARGOUT_ARRAY1)</span></tt></li>
 <li><tt class="docutils literal"><span class="pre">(DATA_TYPE</span> <span class="pre">ARGOUT_ARRAY2[ANY][ANY])</span></tt></li>
 </ul>
 </blockquote>
+<p>These are typically used in situations where in C/C++, you would
+allocate a(n) array(s) on the heap, and call the function to fill the
+array(s) values.  In python, the arrays are allocated for you and
+returned as new array objects.</p>
+<p>Note that we support <tt class="docutils literal"><span class="pre">DATA_TYPE*</span></tt> argout typemaps in 1D, but not
+2D.  This because of a quirk with the <a class="reference" href="http://www.swig.org">SWIG</a> typemap syntax and
+cannot be avoided.  Note that for these types of 1D typemaps, the
+python function will take a single argument representing <tt class="docutils literal"><span class="pre">DIM1</span></tt>.</p>
 </div>
 <div class="section">
 <h2><a class="toc-backref" href="#id7" id="output-arrays" name="output-arrays">Output Arrays</a></h2>
@@ -803,7 +814,7 @@
 </div>
 <div class="footer">
 <hr class="footer" />
-Generated on: 2007-03-29 20:45 UTC.
+Generated on: 2007-04-01 02:30 UTC.
 Generated by <a class="reference" href="http://docutils.sourceforge.net/">Docutils</a> from <a class="reference" href="http://docutils.sourceforge.net/rst.html">reStructuredText</a> source.
 
 </div>

Modified: trunk/numpy/doc/swig/numpy_swig.pdf
===================================================================
--- trunk/numpy/doc/swig/numpy_swig.pdf	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/numpy_swig.pdf	2007-04-01 02:31:40 UTC (rev 3629)
@@ -519,25 +519,20 @@
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Modified: trunk/numpy/doc/swig/numpy_swig.txt
===================================================================
--- trunk/numpy/doc/swig/numpy_swig.txt	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/numpy_swig.txt	2007-04-01 02:31:40 UTC (rev 3629)
@@ -209,15 +209,28 @@
 are in fact output arrays.  This pattern occurs often when there is
 more than one output variable and the single return argument is
 therefore not sufficient.  In `python`_, the convential way to return
-multiple arguments is to pack them into a tuple and return the tuple.
-This is what the argout typemaps do.  If a wrapped function that uses
-these argout typemaps has more than one return argument, they are so
-packed.  The `python`_ user does not pass these arrays in, they simply
-get returned.  The argout signatures are
+multiple arguments is to pack them into a sequence (tuple, list, etc.)
+and return the sequence.  This is what the argout typemaps do.  If a
+wrapped function that uses these argout typemaps has more than one
+return argument, they are packed into a tuple or list, depending on
+the version of `python`_.  The `python`_ user does not pass these
+arrays in, they simply get returned.  The argout signatures are
 
   * ``(DATA_TYPE ARGOUT_ARRAY1[ANY])``
+  * ``(DATA_TYPE* ARGOUT_ARRAY1, int DIM1)``
+  * ``(int DIM1, DATA_TYPE* ARGOUT_ARRAY1)``
   * ``(DATA_TYPE ARGOUT_ARRAY2[ANY][ANY])``
 
+These are typically used in situations where in C/C++, you would
+allocate a(n) array(s) on the heap, and call the function to fill the
+array(s) values.  In python, the arrays are allocated for you and
+returned as new array objects.
+
+Note that we support ``DATA_TYPE*`` argout typemaps in 1D, but not
+2D.  This because of a quirk with the `SWIG`_ typemap syntax and
+cannot be avoided.  Note that for these types of 1D typemaps, the
+python function will take a single argument representing ``DIM1``.
+
 Output Arrays
 -------------
 

Modified: trunk/numpy/doc/swig/series.cxx
===================================================================
--- trunk/numpy/doc/swig/series.cxx	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/series.cxx	2007-04-01 02:31:40 UTC (rev 3629)
@@ -87,6 +87,14 @@
   }								   \
 }								   \
 \
+void SNAME ## Twos(TYPE* twoVec, int size) { \
+  for (int i=0; i<size; ++i) twoVec[i] = 2;  \
+}					     \
+\
+void SNAME ## Threes(int size, TYPE* threeVec) { \
+  for (int i=0; i<size; ++i) threeVec[i] = 3;	 \
+}						 \
+\
 TYPE SNAME ## Det(TYPE matrix[2][2]) {                          \
   return matrix[0][0]*matrix[1][1] - matrix[0][1]*matrix[1][0]; \
 }                                                               \

Modified: trunk/numpy/doc/swig/series.h
===================================================================
--- trunk/numpy/doc/swig/series.h	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/series.h	2007-04-01 02:31:40 UTC (rev 3629)
@@ -32,6 +32,8 @@
 //  * 1D in-place arrays
 //  * 1D in-place arrays, data last
 //  * 1D argout arrays, hard-coded length
+//  * 1D argout arrays
+//  * 1D argout arrays, data last
 //  * 2D input arrays, hard-coded lengths
 //  * 2D input arrays
 //  * 2D input arrays, data last
@@ -49,6 +51,8 @@
 void SNAME ## Ones(    TYPE * array,  int size); \
 void SNAME ## Zeros(   int size, TYPE * array); \
 void SNAME ## EOSplit( TYPE vector[3], TYPE even[3], TYPE odd[3]); \
+void SNAME ## Twos(    TYPE * twoVec, int size); \
+void SNAME ## Threes(  int size, TYPE * threeVec); \
 TYPE SNAME ## Det(     TYPE matrix[2][2]); \
 TYPE SNAME ## Max(     TYPE * matrix, int rows, int cols); \
 TYPE SNAME ## Min(     int rows, int cols, TYPE * matrix); \

Modified: trunk/numpy/doc/swig/testSeries.py
===================================================================
--- trunk/numpy/doc/swig/testSeries.py	2007-04-01 01:06:47 UTC (rev 3628)
+++ trunk/numpy/doc/swig/testSeries.py	2007-04-01 02:31:40 UTC (rev 3629)
@@ -68,6 +68,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testScharTwos(self):
+        "Test scharTwos function"
+        twos = Series.scharTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testScharThrees(self):
+        "Test scharThrees function"
+        threes = Series.scharThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testScharDet(self):
         "Test scharDet function"
         matrix = [[6,7],[8,9]]
@@ -161,6 +171,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testUcharTwos(self):
+        "Test ucharTwos function"
+        twos = Series.ucharTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testUcharThrees(self):
+        "Test ucharThrees function"
+        threes = Series.ucharThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testUcharDet(self):
         "Test ucharDet function"
         matrix = [[7,6],[9,8]]
@@ -254,6 +274,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testShortTwos(self):
+        "Test shortTwos function"
+        twos = Series.shortTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testShortThrees(self):
+        "Test shortThrees function"
+        threes = Series.shortThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testShortDet(self):
         "Test shortDet function"
         matrix = [[6,7],[8,9]]
@@ -347,6 +377,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testUshortTwos(self):
+        "Test ushortTwos function"
+        twos = Series.ushortTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testUshortThrees(self):
+        "Test ushortThrees function"
+        threes = Series.ushortThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testUshortDet(self):
         "Test ushortDet function"
         matrix = [[7,6],[9,8]]
@@ -440,6 +480,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testIntTwos(self):
+        "Test intTwos function"
+        twos = Series.intTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testIntThrees(self):
+        "Test intThrees function"
+        threes = Series.intThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testIntDet(self):
         "Test intDet function"
         matrix = [[6,7],[8,9]]
@@ -534,6 +584,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testUintTwos(self):
+        "Test uintTwos function"
+        twos = Series.uintTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testUintThrees(self):
+        "Test uintThrees function"
+        threes = Series.uintThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testUintDet(self):
         "Test uintDet function"
         matrix = [[7,6],[9,8]]
@@ -627,6 +687,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testLongTwos(self):
+        "Test longTwos function"
+        twos = Series.longTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testLongThrees(self):
+        "Test longThrees function"
+        threes = Series.longThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testLongDet(self):
         "Test longDet function"
         matrix = [[6,7],[8,9]]
@@ -720,6 +790,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testUlongTwos(self):
+        "Test ulongTwos function"
+        twos = Series.ulongTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testUlongThrees(self):
+        "Test ulongThrees function"
+        threes = Series.ulongThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testUlongDet(self):
         "Test ulongDet function"
         matrix = [[7,6],[9,8]]
@@ -813,6 +893,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testLongLongTwos(self):
+        "Test longLongTwos function"
+        twos = Series.longLongTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testLongLongThrees(self):
+        "Test longLongThrees function"
+        threes = Series.longLongThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testLongLongDet(self):
         "Test longLongDet function"
         matrix = [[6,7],[8,9]]
@@ -906,6 +996,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testUlongLongTwos(self):
+        "Test ulongLongTwos function"
+        twos = Series.ulongLongTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testUlongLongThrees(self):
+        "Test ulongLongThrees function"
+        threes = Series.ulongLongThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testUlongLongDet(self):
         "Test ulongLongDet function"
         matrix = [[7,6],[9,8]]
@@ -1008,6 +1108,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testFloatTwos(self):
+        "Test floatTwos function"
+        twos = Series.floatTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testFloatThrees(self):
+        "Test floatThrees function"
+        threes = Series.floatThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testFloatMax(self):
         "Test floatMax function"
         matrix = [[-6,5,-4],[3.14,-2.718,1]]
@@ -1100,6 +1210,16 @@
         self.assertEquals((even == [1,0,3]).all(), True)
         self.assertEquals((odd  == [0,2,0]).all(), True)
 
+    def testDoubleTwos(self):
+        "Test doubleTwos function"
+        twos = Series.doubleTwos(5)
+        self.assertEquals((twos == [2,2,2,2,2]).all(), True)
+
+    def testDoubleThrees(self):
+        "Test doubleThrees function"
+        threes = Series.doubleThrees(6)
+        self.assertEquals((threes == [3,3,3,3,3,3]).all(), True)
+
     def testDoubleDet(self):
         "Test doubleDet function"
         matrix = [[6,7],[8,9]]



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