org.apache.sysml.api.mlcontext

Class Script



  • public class Script
    extends Object
    A Script object encapsulates a DML or PYDML script.
    • Constructor Detail

      • Script

        public Script()
        Script constructor, which by default creates a DML script.
      • Script

        public Script(ScriptType scriptType)
        Script constructor, specifying the type of script (ScriptType.DML or ScriptType.PYDML).
        Parameters:
        scriptType - ScriptType.DML or ScriptType.PYDML
      • Script

        public Script(String scriptString)
        Script constructor, specifying the script content. By default, the script type is DML.
        Parameters:
        scriptString - the script content as a string
      • Script

        public Script(String scriptString,
                      ScriptType scriptType)
        Script constructor, specifying the script content and the type of script (DML or PYDML).
        Parameters:
        scriptString - the script content as a string
        scriptType - ScriptType.DML or ScriptType.PYDML
    • Method Detail

      • getScriptType

        public ScriptType getScriptType()
        Obtain the script type.
        Returns:
        ScriptType.DML or ScriptType.PYDML
      • setScriptType

        public void setScriptType(ScriptType scriptType)
        Set the type of script (DML or PYDML).
        Parameters:
        scriptType - ScriptType.DML or ScriptType.PYDML
      • getScriptString

        public String getScriptString()
        Obtain the script string.
        Returns:
        the script string
      • setScriptString

        public Script setScriptString(String scriptString)
        Set the script string.
        Parameters:
        scriptString - the script string
        Returns:
        this Script object to allow chaining of methods
      • getInputVariables

        public Set<String> getInputVariables()
        Obtain the input variable names as an unmodifiable set of strings.
        Returns:
        the input variable names
      • getOutputVariables

        public Set<String> getOutputVariables()
        Obtain the output variable names as an unmodifiable set of strings.
        Returns:
        the output variable names
      • getSymbolTable

        public org.apache.sysml.runtime.controlprogram.LocalVariableMap getSymbolTable()
        Obtain the symbol table, which is essentially a HashMap<String, Data> representing variables and their values.
        Returns:
        the symbol table
      • getInputs

        public Map<String,Object> getInputs()
        Obtain an unmodifiable map of all inputs (parameters ($) and variables).
        Returns:
        all inputs to the script
      • getInputMetadata

        public Map<String,Metadata> getInputMetadata()
        Obtain an unmodifiable map of input matrix/frame metadata.
        Returns:
        input matrix/frame metadata
      • in

        public Script in(Map<String,Object> inputs)
        Pass a map of inputs to the script.
        Parameters:
        inputs - map of inputs (parameters ($) and variables).
        Returns:
        this Script object to allow chaining of methods
      • in

        public Script in(scala.collection.Map<String,?> inputs)
        Pass a Scala Map of inputs to the script.

        Note that the Map value type is not explicitly specified on this method because [String, Any] can't be recognized on the Java side since Any doesn't have an equivalent in the Java class hierarchy (scala.Any is a superclass of scala.AnyRef, which is equivalent to java.lang.Object). Therefore, specifying scala.collection.Map<String, Object> as an input parameter to this Java method is not encompassing enough and would require types such as a scala.Double to be cast using asInstanceOf[AnyRef].

        Parameters:
        inputs - Scala Map of inputs (parameters ($) and variables).
        Returns:
        this Script object to allow chaining of methods
      • in

        public Script in(scala.collection.Seq<Object> inputs)
        Pass a Scala Seq of inputs to the script. The inputs are either two-value or three-value tuples, where the first value is the variable name, the second value is the variable value, and the third optional value is the metadata.
        Parameters:
        inputs - Scala Seq of inputs (parameters ($) and variables).
        Returns:
        this Script object to allow chaining of methods
      • getInputParameters

        public Map<String,Object> getInputParameters()
        Obtain an unmodifiable map of all input parameters ($).
        Returns:
        input parameters ($)
      • in

        public Script in(String name,
                         Object value)
        Register an input (parameter ($) or variable).
        Parameters:
        name - name of the input
        value - value of the input
        Returns:
        this Script object to allow chaining of methods
      • in

        public Script in(String name,
                         Object value,
                         Metadata metadata)
        Register an input (parameter ($) or variable) with optional matrix metadata.
        Parameters:
        name - name of the input
        value - value of the input
        metadata - optional matrix/frame metadata
        Returns:
        this Script object to allow chaining of methods
      • out

        public Script out(String outputName)
        Register an output variable.
        Parameters:
        outputName - name of the output variable
        Returns:
        this Script object to allow chaining of methods
      • out

        public Script out(String... outputNames)
        Register output variables.
        Parameters:
        outputNames - names of the output variables
        Returns:
        this Script object to allow chaining of methods
      • clearIOS

        public void clearIOS()
        Clear the inputs, outputs, and symbol table.
      • clearIO

        public void clearIO()
        Clear the inputs and outputs, but not the symbol table.
      • clearAll

        public void clearAll()
        Clear the script string, inputs, outputs, and symbol table.
      • clearInputs

        public void clearInputs()
        Clear the inputs.
      • clearOutputs

        public void clearOutputs()
        Clear the outputs.
      • clearSymbolTable

        public void clearSymbolTable()
        Clear the symbol table.
      • results

        public MLResults results()
        Obtain the results of the script execution.
        Returns:
        the results of the script execution.
      • getResults

        public MLResults getResults()
        Obtain the results of the script execution.
        Returns:
        the results of the script execution.
      • setResults

        public void setResults(MLResults results)
        Set the results of the script execution.
        Parameters:
        results - the results of the script execution.
      • getScriptExecutor

        public ScriptExecutor getScriptExecutor()
        Obtain the script executor used by this Script.
        Returns:
        the ScriptExecutor used by this Script.
      • setScriptExecutor

        public void setScriptExecutor(ScriptExecutor scriptExecutor)
        Set the ScriptExecutor used by this Script.
        Parameters:
        scriptExecutor - the script executor
      • isDML

        public boolean isDML()
        Is the script type DML?
        Returns:
        true if the script type is DML, false otherwise
      • isPYDML

        public boolean isPYDML()
        Is the script type PYDML?
        Returns:
        true if the script type is PYDML, false otherwise
      • getScriptExecutionString

        public String getScriptExecutionString()
        Generate the script execution string, which adds read/load/write/save statements to the beginning and end of the script to execute.
        Returns:
        the script execution string
      • info

        public String info()
        Display information about the script as a String. This consists of the script type, inputs, outputs, input parameters, input variables, output variables, the symbol table, the script string, and the script execution string.
        Returns:
        information about this script as a String
      • displayInputs

        public String displayInputs()
        Display the script inputs.
        Returns:
        the script inputs
      • displayOutputs

        public String displayOutputs()
        Display the script outputs.
        Returns:
        the script outputs as a String
      • displayInputParameters

        public String displayInputParameters()
        Display the script input parameters.
        Returns:
        the script input parameters as a String
      • displayInputVariables

        public String displayInputVariables()
        Display the script input variables.
        Returns:
        the script input variables as a String
      • displayOutputVariables

        public String displayOutputVariables()
        Display the script output variables.
        Returns:
        the script output variables as a String
      • displaySymbolTable

        public String displaySymbolTable()
        Display the script symbol table.
        Returns:
        the script symbol table as a String
      • getName

        public String getName()
        Obtain the script name.
        Returns:
        the script name
      • setName

        public Script setName(String name)
        Set the script name.
        Parameters:
        name - the script name
        Returns:
        this Script object to allow chaining of methods

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