object StreamingForeachBatchHelper extends Logging
A helper class for handling ForeachBatch related functionality in Spark Connect servers
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- class CleanerCache extends AnyRef
This manages cache from queries to cleaner for runners used for streaming queries.
This manages cache from queries to cleaner for runners used for streaming queries. This is used in SessionHolder.
- type ForeachBatchFnType = (DataFrame, Long) => Unit
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- def logDebug(entry: LogEntry): Unit
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- def pythonForeachBatchWrapper(pythonFn: SimplePythonFunction, sessionHolder: SessionHolder): (ForeachBatchFnType, AutoCloseable)
Starts up Python worker and initializes it with Python function.
Starts up Python worker and initializes it with Python function. Returns a foreachBatch function that sets up the session and Dataframe cache and and interacts with the Python worker to execute user's function. In addition, it returns an AutoClosable. The caller must ensure it is closed so that worker process and related resources are released.
- def scalaForeachBatchWrapper(fn: ForeachBatchFnType, sessionHolder: SessionHolder): ForeachBatchFnType
Handles setting up Scala remote session and other Spark Connect environment and then runs the provided foreachBatch function
fn.Handles setting up Scala remote session and other Spark Connect environment and then runs the provided foreachBatch function
fn.HACK ALERT: This version does not actually set up Spark Connect session. Directly passes the DataFrame, so the user code actually runs with legacy DataFrame and session..
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- def withLogContext(context: HashMap[String, String])(body: => Unit): Unit
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- Deprecated
(Since version 9)