diff options
Diffstat (limited to 'python')
| -rw-r--r-- | python/pyspark/ml/linalg/__init__.py | 15 |
1 files changed, 15 insertions, 0 deletions
diff --git a/python/pyspark/ml/linalg/__init__.py b/python/pyspark/ml/linalg/__init__.py index f42c589b92..05c0ac862f 100644 --- a/python/pyspark/ml/linalg/__init__.py +++ b/python/pyspark/ml/linalg/__init__.py @@ -478,6 +478,14 @@ class SparseVector(Vector): SparseVector(4, {1: 1.0, 3: 5.5}) >>> SparseVector(4, [1, 3], [1.0, 5.5]) SparseVector(4, {1: 1.0, 3: 5.5}) + >>> SparseVector(4, {1:1.0, 6:2.0}) + Traceback (most recent call last): + ... + AssertionError: Index 6 is out of the the size of vector with size=4 + >>> SparseVector(4, {-1:1.0}) + Traceback (most recent call last): + ... + AssertionError: Contains negative index -1 """ self.size = int(size) """ Size of the vector. """ @@ -511,6 +519,13 @@ class SparseVector(Vector): "Indices %s and %s are not strictly increasing" % (self.indices[i], self.indices[i + 1])) + if self.indices.size > 0: + assert np.max(self.indices) < self.size, \ + "Index %d is out of the the size of vector with size=%d" \ + % (np.max(self.indices), self.size) + assert np.min(self.indices) >= 0, \ + "Contains negative index %d" % (np.min(self.indices)) + def numNonzeros(self): """ Number of nonzero elements. This scans all active values and count non zeros. |