class Observation extends AnyRef
Helper class to simplify usage of Dataset.observe(String, Column, Column*)
:
// Observe row count (rows) and highest id (maxid) in the Dataset while writing it val observation = Observation("my metrics") val observed_ds = ds.observe(observation, count(lit(1)).as("rows"), max($"id").as("maxid")) observed_ds.write.parquet("ds.parquet") val metrics = observation.get
This collects the metrics while the first action is executed on the observed dataset. Subsequent actions do not modify the metrics returned by get. Retrieval of the metric via get blocks until the first action has finished and metrics become available.
This class does not support streaming datasets.
- Source
- Observation.scala
- Since
3.3.0
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def
get: Map[String, _]
(Scala-specific) Get the observed metrics.
(Scala-specific) Get the observed metrics. This waits for the observed dataset to finish its first action. Only the result of the first action is available. Subsequent actions do not modify the result.
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the observed metrics as a
Map[String, Any]
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interrupted while waiting
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def
getAsJava: Map[String, AnyRef]
(Java-specific) Get the observed metrics.
(Java-specific) Get the observed metrics. This waits for the observed dataset to finish its first action. Only the result of the first action is available. Subsequent actions do not modify the result.
- returns
the observed metrics as a
java.util.Map[String, Object]
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InterruptedException
interrupted while waiting
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