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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/03/21 05:44:21 UTC
[GitHub] [spark] beliefer edited a comment on issue #26875:
[SPARK-30245][SQL] Add cache for Like and RLike when pattern is not static
beliefer edited a comment on issue #26875: [SPARK-30245][SQL] Add cache for Like and RLike when pattern is not static
URL: https://github.com/apache/spark/pull/26875#issuecomment-601999002
@HyukjinKwon After many tests, I found that this modification did not bring a clear performance improvement.
```
spark-sql> select count(*) from bigtable;
360014110
```
I test the sql show below:
`select count(*) from bigtable where string(ws_ship_customer_sk) like '/%SystemDrive/%//Users%';`
Spark3.1.0
Time | Min | 25th percentile | Median | 75th percentile | Max
-- | -- | -- | -- | -- | --
2.4 min | 4 s | 9 s | 13 s | 32 s | 2.2 min
1.3 min | 6 s | 9 s | 12 s | 17 s | 56 s
1.4 min | 6 s | 11 s | 13 s | 17 s | 1.1 min
1.2 min | 6 s | 11 s | 14 s | 20 s | 40 s
1.1 min | 4 s | 10 s | 12 s | 15 s | 38 s
2.6 min | 5 s | 9 s | 12 s | 18 s | 2.5 min
Spark3.1.0 apply this PR
Time | Min | 25th percentile | Median | 75th percentile | Max
-- | -- | -- | -- | -- | --
1.1 min | 5 s | 9 s | 12 s | 16 s | 40 s
46 s | 7 s | 9 s | 11 s | 14 s | 37 s
1.4 min | 7 s | 11 s | 14 s | 18 s | 1.0 min
2.2 min | 5 s | 11 s | 13 s | 19 s | 1.9 min
1.0 min | 4 s | 10 s | 12 s | 14 s | 50 s
2.0 min | 6 s | 9 s | 12 s | 15 s | 1.9 min
So I think we should not make this change and I will close https://github.com/apache/spark/pull/27497
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