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Posted to dev@systemml.apache.org by GitBox <gi...@apache.org> on 2020/04/09 18:42:28 UTC

[GitHub] [systemml] kev-inn commented on a change in pull request #874: Add SystemDSContext for systemds operations

kev-inn commented on a change in pull request #874: Add SystemDSContext for systemds operations
URL: https://github.com/apache/systemml/pull/874#discussion_r406403932
 
 

 ##########
 File path: src/main/python/docs/source/matrix.rst
 ##########
 @@ -49,13 +66,18 @@ Matrix
 ------
 
 A ``Matrix`` is represented either by an ``OperationNode``, or the derived class ``Matrix``.
-An Matrix can recognized it by checking the ``output_type`` of the object.
+An Matrix can be recognized it by checking the ``output_type`` of the object.
 
 Matrices are the most fundamental objects we operate on.
-If one generate the matrix in SystemDS directly via a function call,
-it can be used in an function which will generate an ``OperationNode`` e.g. ``federated``, ``full``, ``seq``.
 
-If we want to work on an numpy array we need to use the class ``Matrix``.
+Although we can generate matrices with the function calls or object construction specified below,
+the recommended way is to use the methods defined on ``SystemDSContext``.
+
+If we can generate the matrix in SystemDS directly via a function call,
+an python function exists which will generate an ``OperationNode`` e.g. ``federated``, ``full``, ``seq``,
+representing the SystemDS operation.
 
 Review comment:
   Yes I just removed it, don't think it is necessary. It was more relevant before the change to context.

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