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abstract class DQConnection extends AnyRef

Connection to external data sources. All DQ connections must be able to read data given an appropriate source configuration

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Instance Constructors

  1. new DQConnection()

Type Members

  1. abstract type SourceType <: SourceConfig

Abstract Value Members

  1. abstract def checkConnection: Result[Unit]

    Checks connection.

    Checks connection.

    returns

    Nothing or error message in case if connection is not ready.

  2. abstract val id: String
  3. abstract def loadDataFrame(sourceConfig: SourceType)(implicit settings: AppSettings, spark: SparkSession, schemas: Map[String, SourceSchema]): DataFrame

    Loads external data into dataframe given a source configuration

    Loads external data into dataframe given a source configuration

    sourceConfig

    Source configuration

    settings

    Implicit application settings object

    spark

    Implicit spark session object

    schemas

    Implicit Map of all explicitly defined schemas (schemaId -> SourceSchema)

    returns

    Spark DataFrame

  4. abstract val sparkParams: Seq[String]
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    protected

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