class DatasetRefCache[T] extends AnyRef
A Dataset reference cache to automatically create new Dataset objects when the active SparkSession changes. This is useful when sharing objects holding Dataset references cross multiple sessions. Without this, using a Dataset that holds a stale session may change the active session and cause multiple issues (e.g., if we switch to a stale session coming from a notebook that has been detached, we may not be able to use built-in functions because those are cleaned up).
The creator function will be called to create a new Dataset object when the old one has a
different session than the current active session.
Unlike StateCache, this class only caches the Dataset reference and doesn't cache the
underlying RDD.
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DatasetRefCache(creator: () ⇒ Dataset[T])
- creator
a function to create Dataset.
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