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https://issues.apache.org/jira/browse/MAHOUT-211?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12784557#action_12784557
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Ted Dunning commented on MAHOUT-211:
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The Colt approach is definitely to go full-bore on the shallow reference
semantics. In fact, things like sub-matrix and transpose primarily return
views which allows all kinds of interesting compositional coding practices. As
a trivial example, there is no primitive in Colt for setting the diagonal of a
matrix to zero. There is a primitive for getting a view of the diagonal as a
vector and there is a primitive for setting all elements of a vector to zero.
These can easily be composed to get the desired result.
In some areas, this style is extremely effective, but it can also be very
confusing (there is Matrix.plus, for instance). I have found that some users
need a more traditional API for getting started, but that is easily done.
> DenseMatrix.getRow() and getColumn() return deep copies of the data
> -------------------------------------------------------------------
>
> Key: MAHOUT-211
> URL: https://issues.apache.org/jira/browse/MAHOUT-211
> Project: Mahout
> Issue Type: Bug
> Components: Matrix
> Affects Versions: 0.1
> Environment: all
> Reporter: Jake Mannix
> Priority: Minor
> Fix For: 0.3
>
>
> As mentioned in the summary, DenseMatrix.getRow() returns a new
> DenseVector(values[row]) instead of just a shallow reference. This is a)
> wasteful, and b) inconsistent with what SparseRowMatrix / SparseColumnMatrix
> do, which means that users who think they can mutate rows by calling getRow()
> are wrong for DenseMatrix, or conversely think they can modify the row at
> will are wrong for SparseRowMatrix.
> Either way, we need to be consistent. I would suggest the contract be that
> you get a shallow view reference (meaning, it may be an actual reference to a
> real Vector, or it may be a virtual Vector, dynamically constructed, which is
> still backed by entries in the matrix), so that calling
> Matrix.getRow(row).set(col, value) has the same affect as Matrix.set(row,
> col, value). If we don't do it this way, we should at least provide an api
> to get a shallow reference to rows.
> Thoughts?
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