org.apache.sysds.hops.codegen.template

## Class TemplateUtils

- java.lang.Object
- - org.apache.sysds.hops.codegen.template.TemplateUtils

-     public class TemplateUtils
      extends Object

- - ### Field Summary

    Fields
    Modifier and Type | Field and Description
    --- | ---
    `static TemplateBase[]` | `TEMPLATES`

  - ### Constructor Summary

    Constructors
    Constructor and Description
    `TemplateUtils()`

  - ### Method Summary

    All Methods Static Methods Concrete Methods
    Modifier and Type | Method and Description
    --- | ---
    `static boolean` | `containsBinary(CNode node, CNodeBinary.BinType type)`
    `static boolean` | `containsOuterProduct(Hop hop)`
    `static boolean` | `containsOuterProduct(Hop hop, Hop probe)`
    `static int` | `countVectorIntermediates(CNode node)`
    `static CNodeData` | `createCNodeData(Hop hop, boolean compileLiterals)`
    `static TemplateBase[]` | `createCompatibleTemplates(TemplateBase.TemplateType type, TemplateBase.CloseType ctype)`
    `static TemplateBase` | `createTemplate(TemplateBase.TemplateType type)`
    `static TemplateBase` | `createTemplate(TemplateBase.TemplateType type, TemplateBase.CloseType ctype)`
    `static int` | `determineMinVectorIntermediates(CNode node, CNode main)`
    `static LinkedList<Long>` | `findRemovableConditionalPatternInOuterProduct(Hop hop)`
    `static Types.AggOp` | `getAggOp(Hop hop)`
    `static Map<Long,Set<Long>>` | `getAllParents(CNode node)`
    `static void` | `getAllParents(CNode node, Map<Long,Set<Long>> parents)`
    `static SpoofCellwise.CellType` | `getCellType(Hop hop)`
    `static CNodeData` | `getLiteral(CNode node)`
    `static int` | `getMaxLiveVectorIntermediates(CNode node, CNode main, Map<Long,Set<Long>> parents, Set<org.apache.commons.lang3.tuple.Pair<Long,Long>> stack)`
    `static int` | `getMaxVectorIntermediates(CNode node)`
    `static SpoofOuterProduct.OutProdType` | `getOuterProductType(Hop X, Hop U, Hop V, Hop out)`
    `static long` | `getRowTemplateMatrixInput(Hop current, CPlanMemoTable memo)`
    `static SpoofRowwise.RowType` | `getRowType(Hop output, Hop... inputs)`
    `static boolean` | `hasCommonRowTemplateMatrixInput(Hop input1, Hop input2, CPlanMemoTable memo)`
    `static boolean` | `hasMatrixInput(Hop hop)`
    `static boolean` | `hasNoOperation(CNodeTpl tpl)`
    `static boolean` | `hasOnlyDataNodeOrLookupInputs(CNode node)`
    `static boolean` | `hasSingleOperation(CNodeTpl tpl)`
    `static boolean` | `hasTransposeParentUnderOuterProduct(Hop hop)`
    `static boolean` | `isBinary(CNode node, CNodeBinary.BinType... types)`
    `static boolean` | `isBinaryMatrixColVector(Hop hop)`
    `static boolean` | `isBinaryMatrixRowVector(Hop hop)`
    `static boolean` | `isColVector(CNode hop)`
    `static boolean` | `isColVector(Hop hop)`
    `static boolean` | `isLiteral(CNode node)`
    `static boolean` | `isLiteral(CNode node, String val)`
    `static boolean` | `isLookup(CNode node, boolean includeRC1)`
    `static boolean` | `isMatrix(CNode hop)`
    `static boolean` | `isMatrix(Hop hop)`
    `static boolean` | `isOperationSupported(Hop h)`
    `static boolean` | `isRowVector(CNode hop)`
    `static boolean` | `isTernary(CNode node, CNodeTernary.TernaryType... types)`
    `static boolean` | `isType(TemplateBase.TemplateType type, TemplateBase.TemplateType... validTypes)`
    `static boolean` | `isUnary(CNode node, CNodeUnary.UnaryType... types)`
    `static boolean` | `isUnaryOperatorPipeline(CNode node)`
    `static boolean` | `isValidNumVectorIntermediates(CNode node, CNode main, Map<Long,Set<Long>> parents, Map<Long,org.apache.commons.lang3.tuple.Pair<Long,org.apache.commons.lang3.mutable.MutableInt>> inUse, Set<Long> inUse2, int count)`
    `static boolean` | `isValidSingleOperation(Hop hop)`
    `static boolean` | `isVector(Hop hop)`
    `static boolean` | `isVectorOrScalar(Hop hop)`
    `static boolean` | `rContainsBinary(CNode node, CNodeBinary.BinType type)`
    `static boolean` | `rContainsInput(CNode node, long hopID)`
    `static void` | `rFlipVectorLookups(CNode current)`
    `static boolean` | `rIsSparseSafeOnly(CNode node, CNodeBinary.BinType... types)`
    `static boolean` | `rIsValidNumVectorIntermediates(CNode node, CNode main, Map<Long,Set<Long>> parents, Map<Long,org.apache.commons.lang3.tuple.Pair<Long,org.apache.commons.lang3.mutable.MutableInt>> inUse, Set<Long> inUse2, IDSequence buff)`
    `static long` | `skipConditionalInOuterProduct(Hop hop, HashMap<Long,CNode> tmp, HashSet<Hop> inHops)`
    `static CNode` | `skipTranspose(CNode cdataOrig, Hop hop, HashMap<Long,CNode> tmp, boolean compileLiterals)`
    `static CNode` | `wrapLookupIfNecessary(CNode node, Hop hop)`

    - ### Methods inherited from class java.lang.Object

      `equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

- - ### Field Detail

    - #### TEMPLATES

          public static final TemplateBase[] TEMPLATES

  - ### Constructor Detail

    - #### TemplateUtils

          public TemplateUtils()

  - ### Method Detail

    - #### isVector

          public static boolean isVector(Hop hop)

    - #### isColVector

          public static boolean isColVector(Hop hop)

    - #### isColVector

          public static boolean isColVector(CNode hop)

    - #### isRowVector

          public static boolean isRowVector(CNode hop)

    - #### isMatrix

          public static boolean isMatrix(CNode hop)

    - #### wrapLookupIfNecessary

          public static CNode wrapLookupIfNecessary(CNode node,
                                                    Hop hop)

    - #### isMatrix

          public static boolean isMatrix(Hop hop)

    - #### isVectorOrScalar

          public static boolean isVectorOrScalar(Hop hop)

    - #### isBinaryMatrixRowVector

          public static boolean isBinaryMatrixRowVector(Hop hop)

    - #### isBinaryMatrixColVector

          public static boolean isBinaryMatrixColVector(Hop hop)

    - #### hasMatrixInput

          public static boolean hasMatrixInput(Hop hop)

    - #### isOperationSupported

          public static boolean isOperationSupported(Hop h)

    - #### createTemplate

          public static TemplateBase createTemplate(TemplateBase.TemplateType type)

    - #### createTemplate

          public static TemplateBase createTemplate(TemplateBase.TemplateType type,
                                                    TemplateBase.CloseType ctype)

    - #### createCompatibleTemplates

          public static TemplateBase[] createCompatibleTemplates(TemplateBase.TemplateType type,
                                                                 TemplateBase.CloseType ctype)

    - #### getCellType

          public static SpoofCellwise.CellType getCellType(Hop hop)

    - #### getRowType

          public static SpoofRowwise.RowType getRowType(Hop output,
                                                        Hop... inputs)

    - #### getAggOp

          public static Types.AggOp getAggOp(Hop hop)

    - #### getOuterProductType

          public static SpoofOuterProduct.OutProdType getOuterProductType(Hop X,
                                                                          Hop U,
                                                                          Hop V,
                                                                          Hop out)

    - #### getLiteral

          public static CNodeData getLiteral(CNode node)

    - #### isLiteral

          public static boolean isLiteral(CNode node)

    - #### isLiteral

          public static boolean isLiteral(CNode node,
                                          String val)

    - #### isLookup

          public static boolean isLookup(CNode node,
                                         boolean includeRC1)

    - #### isUnary

          public static boolean isUnary(CNode node,
                                        CNodeUnary.UnaryType... types)

    - #### isBinary

          public static boolean isBinary(CNode node,
                                         CNodeBinary.BinType... types)

    - #### rIsSparseSafeOnly

          public static boolean rIsSparseSafeOnly(CNode node,
                                                  CNodeBinary.BinType... types)

    - #### rContainsInput

          public static boolean rContainsInput(CNode node,
                                               long hopID)

    - #### isTernary

          public static boolean isTernary(CNode node,
                                          CNodeTernary.TernaryType... types)

    - #### createCNodeData

          public static CNodeData createCNodeData(Hop hop,
                                                  boolean compileLiterals)

    - #### skipTranspose

          public static CNode skipTranspose(CNode cdataOrig,
                                            Hop hop,
                                            HashMap<Long,CNode> tmp,
                                            boolean compileLiterals)

    - #### findRemovableConditionalPatternInOuterProduct

          public static LinkedList<Long> findRemovableConditionalPatternInOuterProduct(Hop hop)

    - #### skipConditionalInOuterProduct

          public static long skipConditionalInOuterProduct(Hop hop,
                                                           HashMap<Long,CNode> tmp,
                                                           HashSet<Hop> inHops)

    - #### hasTransposeParentUnderOuterProduct

          public static boolean hasTransposeParentUnderOuterProduct(Hop hop)

    - #### hasSingleOperation

          public static boolean hasSingleOperation(CNodeTpl tpl)

    - #### isValidSingleOperation

          public static boolean isValidSingleOperation(Hop hop)

    - #### hasNoOperation

          public static boolean hasNoOperation(CNodeTpl tpl)

    - #### hasOnlyDataNodeOrLookupInputs

          public static boolean hasOnlyDataNodeOrLookupInputs(CNode node)

    - #### determineMinVectorIntermediates

          public static int determineMinVectorIntermediates(CNode node,
                                                            CNode main)

    - #### isUnaryOperatorPipeline

          public static boolean isUnaryOperatorPipeline(CNode node)

    - #### getMaxVectorIntermediates

          public static int getMaxVectorIntermediates(CNode node)

    - #### countVectorIntermediates

          public static int countVectorIntermediates(CNode node)

    - #### getMaxLiveVectorIntermediates

          public static int getMaxLiveVectorIntermediates(CNode node,
                                                          CNode main,
                                                          Map<Long,Set<Long>> parents,
                                                          Set<org.apache.commons.lang3.tuple.Pair<Long,Long>> stack)

    - #### isValidNumVectorIntermediates

          public static boolean isValidNumVectorIntermediates(CNode node,
                                                              CNode main,
                                                              Map<Long,Set<Long>> parents,
                                                              Map<Long,org.apache.commons.lang3.tuple.Pair<Long,org.apache.commons.lang3.mutable.MutableInt>> inUse,
                                                              Set<Long> inUse2,
                                                              int count)

    - #### rIsValidNumVectorIntermediates

          public static boolean rIsValidNumVectorIntermediates(CNode node,
                                                               CNode main,
                                                               Map<Long,Set<Long>> parents,
                                                               Map<Long,org.apache.commons.lang3.tuple.Pair<Long,org.apache.commons.lang3.mutable.MutableInt>> inUse,
                                                               Set<Long> inUse2,
                                                               IDSequence buff)

    - #### getAllParents

          public static Map<Long,Set<Long>> getAllParents(CNode node)

    - #### getAllParents

          public static void getAllParents(CNode node,
                                           Map<Long,Set<Long>> parents)

    - #### isType

          public static boolean isType(TemplateBase.TemplateType type,
                                       TemplateBase.TemplateType... validTypes)

    - #### hasCommonRowTemplateMatrixInput

          public static boolean hasCommonRowTemplateMatrixInput(Hop input1,
                                                                Hop input2,
                                                                CPlanMemoTable memo)

    - #### getRowTemplateMatrixInput

          public static long getRowTemplateMatrixInput(Hop current,
                                                       CPlanMemoTable memo)

    - #### containsBinary

          public static boolean containsBinary(CNode node,
                                               CNodeBinary.BinType type)

    - #### rContainsBinary

          public static boolean rContainsBinary(CNode node,
                                                CNodeBinary.BinType type)

    - #### containsOuterProduct

          public static boolean containsOuterProduct(Hop hop)

    - #### containsOuterProduct

          public static boolean containsOuterProduct(Hop hop,
                                                     Hop probe)

    - #### rFlipVectorLookups

          public static void rFlipVectorLookups(CNode current)

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