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https://issues.apache.org/jira/browse/SYSTEMML-1277?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Deron Eriksson reassigned SYSTEMML-1277:
----------------------------------------
Assignee: Deron Eriksson
> DataFrames With `mllib.Vector` Columns Are No Longer Converted to Matrices.
> ---------------------------------------------------------------------------
>
> Key: SYSTEMML-1277
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1277
> Project: SystemML
> Issue Type: Bug
> Affects Versions: SystemML 0.13
> Reporter: Mike Dusenberry
> Assignee: Deron Eriksson
> Priority: Blocker
>
> Recently, we made the switch from the old {{mllib.Vector}} to the new
> {{ml.Vector}} type. Unfortunately, this leaves us with the issue of no
> longer recognizing DataFrames with {{mllib.Vector}} columns during
> conversion, and thus, we (1) do not correctly convert to SystemML {{Matrix}}
> objects, (2) instead fall back on conversion to {{Frame}} objects, and then
> (3) fail completely when the ensuing DML script is expecting to operated on
> matrices.
> Given a Spark {{DataFrame}} {{X_df}} of type {{DataFrame\[__INDEX: int,
> sample: vector\]}}, where {{vector}} is of type {{mllib.Vector}}, the
> following script will now fail (did not previously):
> {code}
> script = """
> # Scale images to [-1,1]
> X = X / 255
> X = X * 2 - 1
> """
> outputs = ("X")
> script = dml(script).input(X=X_df).output(*outputs)
> X = ml.execute(script).get(*outputs)
> X
> {code}
> {code}
> Caused by: org.apache.sysml.api.mlcontext.MLContextException: Exception
> occurred while validating script
> at
> org.apache.sysml.api.mlcontext.ScriptExecutor.validateScript(ScriptExecutor.java:487)
> at
> org.apache.sysml.api.mlcontext.ScriptExecutor.execute(ScriptExecutor.java:280)
> at org.apache.sysml.api.mlcontext.MLContext.execute(MLContext.java:293)
> ... 12 more
> Caused by: org.apache.sysml.parser.LanguageException: Invalid Parameters :
> ERROR: null -- line 4, column 4 -- Invalid Datatypes for operation FRAME
> SCALAR
> at
> org.apache.sysml.parser.Expression.raiseValidateError(Expression.java:549)
> at
> org.apache.sysml.parser.Expression.computeDataType(Expression.java:415)
> at
> org.apache.sysml.parser.Expression.computeDataType(Expression.java:386)
> at
> org.apache.sysml.parser.BinaryExpression.validateExpression(BinaryExpression.java:130)
> at
> org.apache.sysml.parser.StatementBlock.validate(StatementBlock.java:567)
> at
> org.apache.sysml.parser.DMLTranslator.validateParseTree(DMLTranslator.java:140)
> at
> org.apache.sysml.api.mlcontext.ScriptExecutor.validateScript(ScriptExecutor.java:485)
> ... 14 more
> {code}
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