1. General
  2. Getting Started
    ❱
    1. Sign Up
    2. Homepage
    3. Open Graph Dataflows
    4. Open Datasets
    5. Graph Dataflow Studio
    6. Ingestion
    7. Datasets
    8. Deployments
    9. Visualization
    10. Collaboration
  3. How To
    ❱
    1. Create AWS access keys
    2. Create GCP access keys
    3. Create Azure access keys
    4. Create Cloudflare access keys
  4. DataFrame
  5. Aggregation Layers
    ❱
    1. ArgMax
    2. ArgMin
    3. DataframeCorrelation
    4. DataframeDescribe
    5. DataframeKurtosis
    6. DataframeQuantile
    7. DataframeSkew
    8. DataframeStd
    9. DataframeVar
    10. Kurtosis
    11. Quantile
    12. Skew
    13. Std
    14. Var
  6. Array Layers
    ❱
    1. All
    2. Any
    3. ArgMax
    4. ArgMin
    5. Concat
    6. Contains
    7. CountMatches
    8. Explode
    9. First
    10. Get
    11. Join
    12. Last
    13. Max
    14. Median
    15. Min
    16. NUnique
    17. Reverse
    18. Shift
    19. Sort
    20. Std
    21. Sum
    22. ToList
    23. ToStruct
    24. Unique
    25. Var
  7. Boolean Layers
    ❱
    1. All
    2. Any
    3. EqualTo
    4. EqualToColumn
    5. GreaterThan
    6. GreaterThanColumn
    7. GreaterThanEqualTo
    8. GreaterThanEqualToColumn
    9. IsBetween
    10. IsBetweenColumns
    11. IsDuplicatedMask
    12. IsFiniteMask
    13. IsFirstDistinctMask
    14. IsIn
    15. IsInColumn
    16. IsInfiniteMask
    17. IsLastDistinctMask
    18. IsNanMask
    19. IsNotNanMask
    20. IsNotNullMask
    21. IsNullMask
    22. IsUniqueMask
    23. LessThan
    24. LessThanColumn
    25. LessThanEqualTo
    26. LessThanEqualToColumn
    27. Not
    28. NotEqualTo
    29. NotEqualToColumn
  8. Computation Layers
    ❱
    1. Absolute
    2. ArcCos
    3. ArcCosh
    4. ArcSin
    5. ArcSinh
    6. ArcTan
    7. ArcTan2
    8. ArcTanh
    9. ArgSort
    10. BitWiseCountOnes
    11. BitWiseCountZeros
    12. BitWiseLeadingOnes
    13. BitWiseLeadingZeros
    14. BitWiseTrailingOnes
    15. BitWiseTrailingZeros
    16. Cos
    17. Cosh
    18. Cot
    19. CubeRoot
    20. CumCount
    21. CumMax
    22. CumMin
    23. CumProd
    24. CumSum
    25. Degrees
    26. Diff
    27. Exp
    28. Hypotenuse
    29. Inverse
    30. Log
    31. Log10
    32. Log1p
    33. PctChange
    34. PeakMax
    35. PeakMin
    36. Rank
    37. RollingMax
    38. RollingMean
    39. RollingMedian
    40. RollingMin
    41. RollingQuantile
    42. RollingSkew
    43. RollingStd
    44. RollingSum
    45. RollingVar
    46. Sign
    47. Sin
    48. Sinh
    49. Sqrt
    50. Tan
    51. Tanh
    52. ValueCounts
  9. GroupBy Layers
    ❱
    1. Advanced
    2. ExplodeList
    3. Head
    4. Quantile
    5. Tail
  10. List Layers
    ❱
    1. All
    2. Any
    3. ArgMax
    4. ArgMin
    5. Concat
    6. Contains
    7. CountMatches
    8. Diff
    9. DropNulls
    10. Explode
    11. First
    12. Gather
    13. GatherEvery
    14. Get
    15. Head
    16. Join
    17. Last
    18. Len
    19. Max
    20. Mean
    21. Median
    22. Min
    23. NUnique
    24. Reverse
    25. SetDifference
    26. SetIntersection
    27. SetSymmetricDifference
    28. SetUnion
    29. Shift
    30. Slice
    31. SliceMixed
    32. Sort
    33. Std
    34. Sum
    35. Tail
    36. ToArray
    37. ToStruct
    38. Unique
    39. Var
  11. Logical Layers
    ❱
    1. And
    2. BitwiseAnd
    3. BitwiseOr
    4. BitwiseXor
    5. IfElse
    6. IfElseColumns
    7. IfElseMixed
    8. Not
    9. Or
  12. Manipulation Layers
    ❱
    1. AddIndexColumn
    2. ArgSort
    3. BottomK
    4. CaseWhen
    5. CaseWhenColumns
    6. CaseWhenMixed
    7. CastDatatype
    8. CastToPhysical
    9. CastToTemporal
    10. Ceil
    11. Clip
    12. CopyColumn
    13. CopyForeignColumn
    14. Cut
    15. DropColumns
    16. DropDuplicateRows
    17. DropNans
    18. DropNulls
    19. DropRowsAtIndices
    20. FillNanWithNull
    21. FillNanWithValue
    22. FillNullByStrategy
    23. FillNullInterpolate
    24. FillNullWithNan
    25. FillNullWithValue
    26. FilterWithMask
    27. FilterWithMultiMask
    28. Floor
    29. Head
    30. HorizontalStack
    31. Join
    32. Qcut
    33. QcutUniform
    34. RenameColumn
    35. Reverse
    36. ReverseDataFrame
    37. Round
    38. RoundSigFigs
    39. Sample
    40. SetAtIndex
    41. Shift
    42. ShiftAndFill
    43. Shuffle
    44. Slice
    45. Sort
    46. Tail
    47. TakeByIndex
    48. TakeEvery
    49. TopK
    50. VerticalStack
    51. ZipWith
  13. New Layers
    ❱
    1. ConstBoolean
    2. ConstDateTime
    3. ConstDuration
    4. ConstNumeric
    5. ConstString
    6. EmptyDataFrame
    7. NullColumn
    8. NumericArithmeticProgression
    9. NumericGeometricProgression
    10. RandomBoolean
    11. RandomDateTimeRange
    12. RandomListNumeric
    13. RandomNumeric
    14. RandomNumericRange
    15. RandomNumericSelect
    16. RandomString
    17. RandomStringSelect
  14. Operator Layers
    ❱
    1. Add
    2. Divide
    3. Equal
    4. FloorDivide
    5. GreaterThan
    6. GreaterThanEqual
    7. LessThan
    8. LessThanEqual
    9. LogicalAnd
    10. LogicalNot
    11. LogicalOr
    12. Modulus
    13. Multiply
    14. Negative
    15. NotEqual
    16. Power
    17. Reciprocal
    18. Subtract
  15. Select Layers
    ❱
    1. BooleanColumns
    2. CategoricalColumns
    3. ColumnNameContains
    4. ColumnNameEndsWith
    5. ColumnNameMatches
    6. ColumnNameStartsWith
    7. ColumnsByAlphaName
    8. ColumnsByAlphaNumericName
    9. ColumnsByIdx
    10. ColumnsByName
    11. ColumnsByType
    12. ColumnsByTypeAll
    13. FirstNColumns
    14. LastNColumns
    15. NumericColumns
    16. StringColumns
    17. TemporalColumns
  16. String Layers
    ❱
    1. ConcatColumn
    2. ConcatConst
    3. Contains
    4. ContainsAny
    5. CountMatches
    6. Decode
    7. Encode
    8. EndsWith
    9. EscapeRegex
    10. Explode
    11. Extract
    12. ExtractAll
    13. ExtractMany
    14. Find
    15. FirstLine
    16. FirstWord
    17. Head
    18. JsonDecode
    19. JsonPathMatch
    20. LastLine
    21. LastWord
    22. LenBytes
    23. LenChars
    24. NthLine
    25. NthWord
    26. PadEnd
    27. PadStart
    28. Replace
    29. ReplaceAll
    30. ReplaceMany
    31. Reverse
    32. Slice
    33. SliceMixed
    34. Split
    35. SplitExact
    36. SplitLines
    37. SplitN
    38. SplitWords
    39. StartsWith
    40. StripChars
    41. StripCharsEnd
    42. StripCharsStart
    43. StripPrefix
    44. StripSuffix
    45. Tail
    46. ToDate
    47. ToDateTime
    48. ToInteger
    49. ToLowerCase
    50. ToTime
    51. ToTitleCase
    52. ToUpperCase
    53. UnicodeNormalize
    54. ZFill
  17. Struct Layers
    ❱
    1. FieldsAsColumn
    2. FromColumns
    3. JsonEncode
    4. RenameFields
    5. Unnest
  18. Temporal Layers
    ❱
    1. CastTimeUnit
    2. ColumnOperator
    3. ConstOperator
    4. Date
    5. Day
    6. DurationFromColumn
    7. DurationSinceUnixEpoch
    8. Hour
    9. IsLeapYear
    10. IsoYear
    11. Microsecond
    12. Millisecond
    13. Minute
    14. Month
    15. MonthEnd
    16. MonthStart
    17. Nanosecond
    18. OffsetBy
    19. OrdinalDay
    20. Quarter
    21. Round
    22. Second
    23. Strftime
    24. Time
    25. Timestamp
    26. TotalDays
    27. TotalHours
    28. TotalMicroseconds
    29. TotalMilliseconds
    30. TotalMinutes
    31. TotalNanoseconds
    32. TotalSeconds
    33. Week
    34. Weekday
    35. WeekdayName
    36. Year
  19. Models
  20. Classifier Layers
    ❱
    1. AdaBoost
    2. AdaBoostDefaultEstimators
    3. Bagging
    4. BernoulliNb
    5. ComplementNb
    6. DecisionTree
    7. Dummy
    8. ExtraTrees
    9. GaussianNb
    10. GradientBoosting
    11. HistGradientBoosting
    12. Kneighbors
    13. LinearDiscriminantAnalysis
    14. LinearSvc
    15. LogisticRegression
    16. MultiLayerPerceptron
    17. MultinomialNb
    18. NearestCentroid
    19. NuSvc
    20. PassiveAggressive
    21. QuadraticDiscriminantAnalysis
    22. RadiusNeighbors
    23. RandomForest
    24. Ridge
    25. Sgd
    26. Svc
  21. Regressor Layers
    ❱
    1. AdaBoostDefaultEstimators
    2. Bagging
    3. BayesianArd
    4. BayesianRidge
    5. DecisionTree
    6. Dummy
    7. ElasticNet
    8. ExtraTrees
    9. GradientBoosting
    10. HistGradientBoosting
    11. Knn
    12. Lars
    13. Lasso
    14. LassoLars
    15. LassoLarsIc
    16. Linear
    17. LinearSvr
    18. MultiLayerPerceptron
    19. Omp
    20. PassiveAggressive
    21. RandomForest
    22. Ridge
    23. Sgd
    24. Svr
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Computation Layers

Functions that operate on Numeric Columns

  • Absolute
  • ArcCos
  • ArcCosh
  • ArcSin
  • ArcSinh
  • ArcTan
  • ArcTan2
  • ArcTanh
  • ArgSort
  • BitWiseCountOnes
  • BitWiseCountZeros
  • BitWiseLeadingOnes
  • BitWiseLeadingZeros
  • BitWiseTrailingOnes
  • BitWiseTrailingZeros
  • Cos
  • Cosh
  • Cot
  • CubeRoot
  • CumCount
  • CumMax
  • CumMin
  • CumProd
  • CumSum
  • Degrees
  • Diff
  • Exp
  • Hypotenuse
  • Inverse
  • Log
  • Log10
  • Log1p
  • PctChange
  • PeakMax
  • PeakMin
  • Rank
  • RollingMax
  • RollingMean
  • RollingMedian
  • RollingMin
  • RollingQuantile
  • RollingSkew
  • RollingStd
  • RollingSum
  • RollingVar
  • Sign
  • Sin
  • Sinh
  • Sqrt
  • Tan
  • Tanh
  • ValueCounts
NotEqualToColumn Absolute
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