kaijianding opened a new pull request #11380:
URL: https://github.com/apache/druid/pull/11380


   ### Description
   
   I noticed that `timestamp_floor("__time",'P1D',null,'Asia/Shanghai')` is 
extremely  slower(_**more than 3x in my case**_) than 
`timestamp_floor("__time",'P1D','','Asia/Shanghai')` when I test this sql
   
   ```sql
   select
    sum("count") as c,
    Floor(__time to DAY) as __time
   from
    "sms_normal"
   where
    __time >= TIMESTAMP '2021-05-19 00:00:00'
    and __time < TIMESTAMP '2021-05-20 23:59:59'
   group by
    Floor(__time to DAY)
   having
    c>0
   ```
   
   This is due to 
   ```java
       if (args.stream().skip(1).allMatch(Expr::isLiteral)) {
         return new TimestampFloorExpr(args);
       } else {
         return new TimestampFloorDynamicExpr(args);
       }
   ```
   in `TimestampFloorExprMacro.java`
   
   The "null" expr doesn't match `Expr::isLiteral()`, then 
TimestampFloorDynamicExpr is used, and `TimestampFloorDynamicExpr.eval()` 
create PeriodGranularity every time not like that only one time in 
`TimestampFloorExpr`'s constructor.
   ```java
       public ExprEval eval(final ObjectBinding bindings)
       {
         final PeriodGranularity granularity = computeGranularity(args, 
bindings);
         return 
ExprEval.of(granularity.bucketStart(args.get(0).eval(bindings).asLong()));
       }
   ```
   
   This patch modifies the translation to 
`timestamp_floor("__time",'P1D','','Asia/Shanghai')` rather than 
`timestamp_floor("__time",'P1D',null,'Asia/Shanghai')`
   
   <hr>
   
   ##### Key changed/added classes in this PR
    * `TimeFloorOperatorConversion`
    * `DruidExpression`
   
   <hr>
   
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   - [ ] added integration tests.
   - [x] been tested in a test Druid cluster.
   


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