2010YOUY01 opened a new issue, #13446:
URL: https://github.com/apache/datafusion/issues/13446

   ### Is your feature request related to a problem or challenge?
   
   Now benchmark scripts only supports comparing two benchmark run results, see 
https://github.com/apache/datafusion/tree/main/benchmarks
   ```
   Comparing main and mybranch
   --------------------
   Benchmark tpch.json
   --------------------
   ┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query        ┃         main ┃     mybranch ┃        Change ┃
   ┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   │ QQuery 1     │    2520.52ms │    2795.09ms │  1.11x slower │
   │ QQuery 2     │     222.37ms │     216.01ms │     no change │
   │ QQuery 3     │     248.41ms │     239.07ms │     no change │
   │ QQuery 4     │     144.01ms │     129.28ms │ +1.11x faster │
   │ QQuery 5     │     339.54ms │     327.53ms │     no change │
   │ QQuery 6     │     147.59ms │     138.73ms │ +1.06x faster │
   │ QQuery 7     │     605.72ms │     631.23ms │     no change │
   │ QQuery 8     │     326.35ms │     372.12ms │  1.14x slower │
   │ QQuery 9     │     579.02ms │     634.73ms │  1.10x slower │
   │ QQuery 10    │     403.38ms │     420.39ms │     no change │
   │ QQuery 11    │     201.94ms │     212.12ms │  1.05x slower │
   │ QQuery 12    │     235.94ms │     254.58ms │  1.08x slower │
   │ QQuery 13    │     738.40ms │     789.67ms │  1.07x slower │
   │ QQuery 14    │     198.73ms │     206.96ms │     no change │
   │ QQuery 15    │     183.32ms │     179.53ms │     no change │
   │ QQuery 16    │     168.57ms │     186.43ms │  1.11x slower │
   │ QQuery 17    │    2032.57ms │    2108.12ms │     no change │
   │ QQuery 18    │    1912.80ms │    2134.82ms │  1.12x slower │
   │ QQuery 19    │     391.64ms │     368.53ms │ +1.06x faster │
   │ QQuery 20    │     648.22ms │     691.41ms │  1.07x slower │
   │ QQuery 21    │     866.25ms │    1020.37ms │  1.18x slower │
   │ QQuery 22    │     115.94ms │     117.27ms │     no change │
   └──────────────┴──────────────┴──────────────┴───────────────┘
   ```
   
   It would be useful to display the difference among multiple benchmark runs
   
   ### Describe the solution you'd like
   
   1. Support display a single benchmark run's result (just for pretty printing)
   2. Support benchmark results comparison among multiple runs, for example:
   ```
   ./bench.sh compare main branch1 branch2
   ```
   In this case the first run can be the baseline, and all the following runs 
should be compared against the baseline. The result will look like
   ```
   
┏━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
   ┃ Query        ┃         main ┃     branch1  ┃  Change 1    ┃     branch2   
┃  Change 2    ┃
   
┡━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
   │ QQuery 1     │    2520.52ms │    2795.09ms │  1.11x slower│    2430.15ms │ 
+1.04x faster│
   │ QQuery 2     │     222.37ms │     216.01ms │     no change│     230.75ms │ 
 1.04x slower│
   │ QQuery 3     │     248.41ms │     239.07ms │     no change│     242.33ms │ 
    no change│
   │ QQuery 4     │     144.01ms │     129.28ms │ +1.11x faster│     148.45ms │ 
 1.03x slower│
   │ QQuery 5     │     339.54ms │     327.53ms │     no change│     319.07ms │ 
+1.06x faster│
   │ QQuery 6     │     147.59ms │     138.73ms │ +1.06x faster│     142.21ms │ 
+1.04x faster│
   │ QQuery 7     │     605.72ms │     631.23ms │     no change│     598.91ms │ 
+1.01x faster│
   │ QQuery 8     │     326.35ms │     372.12ms │  1.14x slower│     390.47ms │ 
 1.20x slower│
   │ QQuery 9     │     579.02ms │     634.73ms │  1.10x slower│     602.58ms │ 
 1.04x slower│
   │ QQuery 10    │     403.38ms │     420.39ms │     no change│     417.24ms │ 
    no change│
   │ QQuery 11    │     201.94ms │     212.12ms │  1.05x slower│     199.07ms │ 
+1.01x faster│
   │ QQuery 12    │     235.94ms │     254.58ms │  1.08x slower│     248.45ms │ 
 1.05x slower│
   │ QQuery 13    │     738.40ms │     789.67ms │  1.07x slower│     765.93ms │ 
 1.04x slower│
   │ QQuery 14    │     198.73ms │     206.96ms │     no change│     195.21ms │ 
+1.02x faster│
   │ QQuery 15    │     183.32ms │     179.53ms │     no change│     182.04ms │ 
    no change│
   │ QQuery 16    │     168.57ms │     186.43ms │  1.11x slower│     172.59ms │ 
 1.02x slower│
   │ QQuery 17    │    2032.57ms │    2108.12ms │     no change│    1982.37ms │ 
+1.03x faster│
   │ QQuery 18    │    1912.80ms │    2134.82ms │  1.12x slower│    2057.35ms │ 
 1.08x slower│
   │ QQuery 19    │     391.64ms │     368.53ms │ +1.06x faster│     350.72ms │ 
+1.12x faster│
   │ QQuery 20    │     648.22ms │     691.41ms │  1.07x slower│     634.93ms │ 
+1.02x faster│
   │ QQuery 21    │     866.25ms │    1020.37ms │  1.18x slower│    1032.58ms │ 
 1.19x slower│
   │ QQuery 22    │     115.94ms │     117.27ms │     no change│     114.35ms │ 
+1.01x faster│
   
└──────────────┴──────────────┴──────────────┴──────────────┴──────────────┴───────────────┘
   ```
   
   
   ### Describe alternatives you've considered
   
   _No response_
   
   ### Additional context
   
   _No response_


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