spark-instrumented-optimizer/sql/core
Adrian Ionescu 95ad960caf [SPARK-21669] Internal API for collecting metrics/stats during FileFormatWriter jobs
## What changes were proposed in this pull request?

This patch introduces an internal interface for tracking metrics and/or statistics on data on the fly, as it is being written to disk during a `FileFormatWriter` job and partially reimplements SPARK-20703 in terms of it.

The interface basically consists of 3 traits:
- `WriteTaskStats`: just a tag for classes that represent statistics collected during a `WriteTask`
  The only constraint it adds is that the class should be `Serializable`, as instances of it will be collected on the driver from all executors at the end of the `WriteJob`.
- `WriteTaskStatsTracker`: a trait for classes that can actually compute statistics based on tuples that are processed by a given `WriteTask` and eventually produce a `WriteTaskStats` instance.
- `WriteJobStatsTracker`: a trait for classes that act as containers of `Serializable` state that's necessary for instantiating `WriteTaskStatsTracker` on executors and finally process the resulting collection of `WriteTaskStats`, once they're gathered back on the driver.

Potential future use of this interface is e.g. CBO stats maintenance during `INSERT INTO table ... ` operations.

## How was this patch tested?
Existing tests for SPARK-20703 exercise the new code: `hive/SQLMetricsSuite`, `sql/JavaDataFrameReaderWriterSuite`, etc.

Author: Adrian Ionescu <adrian@databricks.com>

Closes #18884 from adrian-ionescu/write-stats-tracker-api.
2017-08-10 12:37:10 -07:00
..
benchmarks [SPARK-17335][SQL] Fix ArrayType and MapType CatalogString. 2016-09-03 19:02:20 +02:00
src [SPARK-21669] Internal API for collecting metrics/stats during FileFormatWriter jobs 2017-08-10 12:37:10 -07:00
pom.xml [SPARK-20433][BUILD] Bump jackson from 2.6.5 to 2.6.7.1 2017-08-08 18:15:29 -07:00