abstract class ObservationBase 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($"id").as("maxid")) observed_ds.write.parquet("ds.parquet") val metrics = observation.get
This collects the metrics while the first action is executed on the observed dataset. Subsequent actions do not modify the metrics returned by get. Retrieval of the metric via get blocks until the first action has finished and metrics become available.
This class does not support streaming datasets.
- Source
- ObservationBase.scala
- Since
3.3.0
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- new ObservationBase(name: String)
- name
name of the metric
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- def get: Map[String, _]
(Scala-specific) Get the observed metrics.
(Scala-specific) Get the observed metrics. This waits for the observed dataset to finish its first action. Only the result of the first action is available. Subsequent actions do not modify the result.
- returns
the observed metrics as a
Map[String, Any]
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- @throws(scala.this.throws.<init>$default$1[InterruptedException])
- Exceptions thrown
InterruptedExceptioninterrupted while waiting
- def getAsJava: Map[String, AnyRef]
(Java-specific) Get the observed metrics.
(Java-specific) Get the observed metrics. This waits for the observed dataset to finish its first action. Only the result of the first action is available. Subsequent actions do not modify the result.
- returns
the observed metrics as a
java.util.Map[String, Object]
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- @throws(scala.this.throws.<init>$default$1[InterruptedException])
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InterruptedExceptioninterrupted while waiting
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(Since version 9)