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Microsoft.DataPrep.Common Namespace

Classes

BoolColumnDefinitionInfo

Define a boolean type column.

Builders

A class could be used to create various Intelligent transformation steps.

CandidateConverter

Result of type inference returned by DataPrep to suggest a potential type conversion.

CandidateDateTimeConverter

Specialized result of type inference used by DataPrep to suggest DateTime conversion.

ColumnDefinitionInfo

Define column data type and related arguments.

ColumnProfile

A ColumnProfile collects summary statistics on a particular column of data produced by a Dataflow.

ColumnTypesBuilder

Interactive object that can be used to infer column types and type conversion attributes.

DataFlow

A Dataflow represents a series of lazily-evaluated, immutable operations on data. It is only an execution plan.No data is loaded from the source until you get data from the Dataflow using one of Head, GetProfile or the write methods.

DatastoreValue

Properties uniquely identifying a datastore.

DateTimeColumnDefinitionInfo

Define a datetime type column.

DecimalColumnDefinitionInfo

Define a decimal type column.

FileFormatBuilder

Interactive object that can learn the file format and properties required to read a given file.

Note: This Builder is generally used on a Dataflow which has had a 'get_files' step applied to it.After the path(s) to files have been resolved, the appropriate method of interpreting those files can be learned and modified using this Builder.

FileFormatProperties

A class contains file format information, such as type and properties.

HistogramArgumentsValue

Additional arguments required for Histogram summary function.

IntColumnDefinitionInfo

Define a integer type column.

KernelDensityArgumentsValue

Additional arguments required for KernelDensity summary function.

LongColumnDefinitionInfo

Define a long type column.

NullColumnDefinitionInfo

Define a null value type column.

ReplacementsValue

The values to replace and their replacements.

StringColumnDefinitionInfo

Define a string type column.

SummaryColumnsValue

Column summarization definition.

UnknownColumnDefinitionInfo

Define an unknown type column.

Enums

DecimalMark

Enum DecimalMark

FileFormatType

Define file format type.

JoinType

Describes different possible types of join.

MismatchAsOption

Enum MismatchAsOption

PromoteHeadersMode

Defines strategy to promote headers when reading files

SkipMode

Defines a strategy to skip rows when reading files

SType

Defines suported semantic types

SummaryFunction

Enum SummaryFunction

TrimType

Enum TrimType