Class

org.tresamigos.smv.matcher_old

SmvEntityMatcher

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case class SmvEntityMatcher(exactMatchFilter: AbstractExactMatchFilter, commonLevelMatcher: CommonLevelMatcher, levelMatchers: List[LevelMatcher]) extends Product with Serializable

SmvEntityMatcher Perform multiple level entity matching with exact and/or fuzzy logic

exactMatchFilter

top level exact match condition, if records matched no further tests will be performed

commonLevelMatcher

for all levels (except top level) shared deterministic condition for narrow down the search space

levelMatchers

a list of common match conditions, all of them will be tested

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Serializable, Serializable, Product, Equals, AnyRef, Any
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Instance Constructors

  1. new SmvEntityMatcher(exactMatchFilter: AbstractExactMatchFilter, commonLevelMatcher: CommonLevelMatcher, levelMatchers: List[LevelMatcher])

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    exactMatchFilter

    top level exact match condition, if records matched no further tests will be performed

    commonLevelMatcher

    for all levels (except top level) shared deterministic condition for narrow down the search space

    levelMatchers

    a list of common match conditions, all of them will be tested

Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )
  6. val commonLevelMatcher: CommonLevelMatcher

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    for all levels (except top level) shared deterministic condition for narrow down the search space

  7. def doMatch(df1: DataFrame, df2: DataFrame): DataFrame

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    Apply SmvEntityMatcher to the 2 DataFrames

    Apply SmvEntityMatcher to the 2 DataFrames

    df1

    DataFrame 1 with an id column with name "id"

    df2

    DataFrame 2 with an id column with name "id"

    returns

    a DataFrame with df1's id as "id" and df2's id as "_id" and match flags of all the levels. For levels with fuzzy logic, the matching score is also provided. A column named "MatchBitmap" also provided to summarize all the matching flags

  8. final def eq(arg0: AnyRef): Boolean

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  9. val exactMatchFilter: AbstractExactMatchFilter

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    top level exact match condition, if records matched no further tests will be performed

  10. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )
  11. final def getClass(): Class[_]

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  12. final def isInstanceOf[T0]: Boolean

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  13. val levelMatchers: List[LevelMatcher]

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    a list of common match conditions, all of them will be tested

  14. final def ne(arg0: AnyRef): Boolean

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  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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  17. final def synchronized[T0](arg0: ⇒ T0): T0

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  18. final def wait(): Unit

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  19. final def wait(arg0: Long, arg1: Int): Unit

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  20. final def wait(arg0: Long): Unit

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Inherited from Serializable

Inherited from Serializable

Inherited from Product

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