case class FactData(dataSource: DataFrame, joinKey: Seq[String], timestampCol: String, aggFeatures: List[SlidingWindowFeature]) extends Product with Serializable
Defines the fact dataset.
- dataSource
fact dataset as a DataFrame
- joinKey
column name for the join key. It can be something like 'x.id' representing nested column
- timestampCol
Timestamp column name. The data is assumed to be epoc of type long
- aggFeatures
A list of SlidingWindowFeature representing all sliding window aggregated features defined on one fact dataset.
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new
FactData(dataSource: DataFrame, joinKey: Seq[String], timestampCol: String, aggFeatures: List[SlidingWindowFeature])
- dataSource
fact dataset as a DataFrame
- joinKey
column name for the join key. It can be something like 'x.id' representing nested column
- timestampCol
Timestamp column name. The data is assumed to be epoc of type long
- aggFeatures
A list of SlidingWindowFeature representing all sliding window aggregated features defined on one fact dataset.
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- val aggFeatures: List[SlidingWindowFeature]
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- val dataSource: DataFrame
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- val joinKey: Seq[String]
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- val timestampCol: String
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