PrimitiveDataFrameColumn<T> Class
Definition
Important
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A column to hold primitive types such as int, float etc.
public class PrimitiveDataFrameColumn<T> : Microsoft.Data.Analysis.DataFrameColumn, System.Collections.Generic.IEnumerable<T?> where T : structtype PrimitiveDataFrameColumn<'T (requires 'T : struct)> = class
inherit DataFrameColumn
interface seq<Nullable<'T>>
interface IEnumerablePublic Class PrimitiveDataFrameColumn(Of T)
Inherits DataFrameColumn
Implements IEnumerable(Of Nullable(Of T))Type Parameters
- T
- Inheritance
- Derived
- Implements
Constructors
Properties
| DataType |
The type of data this column holds. (Inherited from DataFrameColumn) |
| Item[Int64, Int32] | |
| Item[Int64] | |
| Length |
The length of this column (Inherited from DataFrameColumn) |
| Name |
The column name. (Inherited from DataFrameColumn) |
| NullCount | |
Methods
| Abs(Boolean) |
Updates each numeric element with its absolute numeric value |
| Add(DataFrameColumn, Boolean) |
Performs element-wise addition |
| Add<U>(U, Boolean) |
Performs an element-wise addition on each value in the column |
| AddDataViewColumn(DataViewSchema+Builder) | |
| AddValueUsingCursor(DataViewRowCursor, Delegate) | |
| All() |
Returns whether all the elements are True |
| And(Boolean, Boolean) |
Performs an element-wise boolean And on each value in the column |
| And(DataFrameColumn, Boolean) |
Performs element-wise boolean And |
| Any() |
Returns whether any element is True |
| Append(Nullable<T>) | |
| AppendMany(Nullable<T>, Int64) | |
| Apply<TResult>(Func<Nullable<T>,Nullable<TResult>>) |
Applies a function to all the values |
| ApplyElementwise(Func<Nullable<T>,Int64,Nullable<T>>) | |
| Clamp(T, T, Boolean) |
Clamps values beyond the specified thresholds |
| Clamp<U>(U, U, Boolean) |
Clamps values beyond the specified thresholds (Inherited from DataFrameColumn) |
| ClampImplementation<U>(U, U, Boolean) | |
| Clone(DataFrameColumn, Boolean, Int64) |
Returns a clone of this column |
| Clone(IEnumerable<Int32>) | |
| Clone(IEnumerable<Int64>) | |
| Clone(PrimitiveDataFrameColumn<Int32>, Boolean) | |
| Clone(PrimitiveDataFrameColumn<Int64>, Boolean) | |
| CloneImplementation(DataFrameColumn, Boolean, Int64) |
Clone column to produce a copy potentially changing the order of values by supplying mapIndices and an invert flag |
| CreateNewColumn(String, Int64) | |
| CumulativeMax(Boolean) |
Updates each element with its cumulative maximum |
| CumulativeMax(IEnumerable<Int64>, Boolean) |
Updates column values at rowIndices with its cumulative rowIndices maximum |
| CumulativeMin(Boolean) |
Updates each element with its cumulative minimum |
| CumulativeMin(IEnumerable<Int64>, Boolean) |
Updates column values at rowIndices with its cumulative rowIndices minimum |
| CumulativeProduct(Boolean) |
Updates each element with its cumulative product |
| CumulativeProduct(IEnumerable<Int64>, Boolean) |
Updates column values at rowIndices with its cumulative rowIndices product |
| CumulativeSum(Boolean) |
Updates each element with its cumulative sum |
| CumulativeSum(IEnumerable<Int64>, Boolean) |
Updates column values at rowIndices with its cumulative rowIndices sum |
| Description() | |
| Divide(DataFrameColumn, Boolean) |
Performs element-wise division |
| Divide<U>(U, Boolean) |
Performs an element-wise division on each value in the column |
| ElementwiseEquals(DataFrameColumn) |
Performs element-wise equals |
| ElementwiseEquals<U>(U) |
Performs an element-wise equals on each value in the column |
| ElementwiseGreaterThan(DataFrameColumn) |
Performs element-wise greater than |
| ElementwiseGreaterThan<U>(U) |
Performs an element-wise greater than on each value in the column |
| ElementwiseGreaterThanOrEqual(DataFrameColumn) |
Performs element-wise greater than or equal |
| ElementwiseGreaterThanOrEqual<U>(U) |
Performs an element-wise greater than or equal on each value in the column |
| ElementwiseIsNotNull() | |
| ElementwiseIsNull() | |
| ElementwiseLessThan(DataFrameColumn) |
Performs element-wise less than |
| ElementwiseLessThan<U>(U) |
Performs an element-wise less than on each value in the column |
| ElementwiseLessThanOrEqual(DataFrameColumn) |
Performs element-wise less than or equal |
| ElementwiseLessThanOrEqual<U>(U) |
Performs an element-wise less than or equal on each value in the column |
| ElementwiseNotEquals(DataFrameColumn) |
Performs element-wise not-equals |
| ElementwiseNotEquals<U>(U) |
Performs an element-wise not-equals on each value in the column |
| FillNulls(Object, Boolean) |
Returns a new column with |
| FillNulls(T, Boolean) |
Returns a new column with nulls replaced by value |
| FillNullsImplementation(Object, Boolean) | |
| Filter(T, T) |
Returns a new column filtered by the lower and upper bounds |
| Filter<U>(U, U) |
Returns a new column filtered by the lower and upper bounds (Inherited from DataFrameColumn) |
| FilterImplementation<U>(U, U) | |
| GetArrowField() | |
| GetDataViewGetter(DataViewRowCursor) | |
| GetEnumerator() | |
| GetEnumeratorCore() | |
| GetGroupedOccurrences(DataFrameColumn, HashSet<Int64>) | |
| GetGroupedOccurrences<TKey>(DataFrameColumn, HashSet<Int64>) |
Get occurences of each value from this column in other column, grouped by this value (Inherited from DataFrameColumn) |
| GetMaxRecordBatchLength(Int64) | |
| GetReadOnlyDataBuffers() |
Returns an enumerable of immutable memory buffers representing the underlying values |
| GetReadOnlyNullBitMapBuffers() |
Returns an enumerable of immutable ReadOnlyMemory<T> buffers representing |
| GetTypedValue(Int64) | |
| GetValue(Int64) | |
| GetValueGetterUsingCursor(DataViewRowCursor, DataViewSchema+Column) | |
| GetValues(Int64, Int32) | |
| GroupBy(Int32, DataFrame) | System.Object.GroupBy(System.Int32,Microsoft.Data.Analysis.DataFrame) |
| GroupColumnValues<TKey>(HashSet<Int64>) | |
| HasDescription() |
Used to exclude columns from the Description method |
| Info() |
Returns a StringDataFrameColumn containing the DataType and Length of this column (Inherited from DataFrameColumn) |
| IsNumericColumn() | |
| IsValid(Int64) | |
| LeftShift(Int32, Boolean) |
Performs an element-wise left shift on each value in the column |
| Max() |
Returns the maximum of the values in the column |
| Max(IEnumerable<Int64>) |
Returns the maximum of the values at rowIndices |
| Mean() | |
| Median() | |
| Min() |
Returns the minimum of the values in the column |
| Min(IEnumerable<Int64>) |
Returns the minimum of the values at the rowIndices |
| Modulo(DataFrameColumn, Boolean) |
Performs element-wise modulus |
| Modulo<U>(U, Boolean) |
Performs an element-wise modulus operation on each value in the column |
| Multiply(DataFrameColumn, Boolean) |
Performs element-wise multiplication |
| Multiply<U>(U, Boolean) |
Performs an element-wise multiplication on each value in the column |
| Or(Boolean, Boolean) |
Performs an element-wise boolean Or on each value in the column |
| Or(DataFrameColumn, Boolean) |
Performs element-wise boolean Or |
| Product() |
Returns the product of the values in the column |
| Product(IEnumerable<Int64>) |
Returns the product of the values at the rowIndices |
| Resize(Int64) | |
| ReverseAdd<U>(U, Boolean) |
Performs a reversed element-wise addition on each value in the column |
| ReverseAnd(Boolean, Boolean) |
Performs a reversed element-wise boolean And on each value in the column (Inherited from DataFrameColumn) |
| ReverseDivide<U>(U, Boolean) |
Performs a reversed element-wise division on each value in the column |
| ReverseModulo<U>(U, Boolean) |
Performs a reversed element-wise modulus operation on each value in the column |
| ReverseMultiply<U>(U, Boolean) |
Performs a reversed element-wise multiplication on each value in the column |
| ReverseOr(Boolean, Boolean) |
Performs a reversed element-wise boolean Or on each value in the column (Inherited from DataFrameColumn) |
| ReverseSubtract<U>(U, Boolean) |
Performs a reversed element-wise subtraction on each value in the column |
| ReverseXor(Boolean, Boolean) |
Performs a reversed element-wise boolean Xor on each value in the column (Inherited from DataFrameColumn) |
| RightShift(Int32, Boolean) |
Performs an element-wise right shift on each value in the column |
| Round(Boolean) |
Calls Math.Round on each value in a column |
| SetName(String, DataFrame) |
Obsolete.
Updates the name of this column. (Inherited from DataFrameColumn) |
| SetName(String) |
Updates the column name. (Inherited from DataFrameColumn) |
| SetValue(Int64, Object) | |
| Sort(Boolean) | |
| Subtract(DataFrameColumn, Boolean) |
Performs element-wise subtraction |
| Subtract<U>(U, Boolean) |
Performs an element-wise subtraction on each value in the column |
| Sum() |
Returns the sum of the values in the column |
| Sum(IEnumerable<Int64>) |
Returns the sum of the values at the rowIndices |
| ToArrowArray(Int64, Int32) | |
| ToString() |
Returns a preview of the column contents as a formatted string. |
| ValueCounts() | |
| Xor(Boolean, Boolean) |
Performs an element-wise boolean Xor on each value in the column |
| Xor(DataFrameColumn, Boolean) |
Performs element-wise boolean Xor |
Explicit Interface Implementations
| IEnumerable.GetEnumerator() | (Inherited from DataFrameColumn) |