[GitHub] [beam] saavannanavati commented on pull request #12352: [BEAM-10549] Improve runtime type checking performance for the Python SDK

[GitBox]

saavannanavati commented on pull request #12352:
URL: https://github.com/apache/beam/pull/12352#issuecomment-673052973


   I increased the element step size from `1000` to `5000` to reduce 
statistical noise
   
   ```1 Element 
   -- Simple Types
   ---- 8.06 sec (No Type Check)
   ---- 6.91 sec (Runtime Type Check)
   ---- 6.82 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 6.69 sec (No Type Check)
   ---- 7.29 sec (Runtime Type Check)
   ---- 7.16 sec (Performance Runtime Type Check)
   
   
   5001 Elements
   -- Simple Types
   ---- 27.47 sec (No Type Check)
   ---- 205.32 sec (Runtime Type Check)
   ---- 29.46 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 39.77 sec (No Type Check)
   ---- 221.99 sec (Runtime Type Check)
   ---- 39.32 sec (Performance Runtime Type Check)
   
   
   10001 Elements
   -- Simple Types
   ---- 46.98 sec (No Type Check)
   ---- 421.24 sec (Runtime Type Check)
   ---- 50.40 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 70.13 sec (No Type Check)
   ---- 498.13 sec (Runtime Type Check)
   ---- 73.87 sec (Performance Runtime Type Check)
   
   
   15001 Elements
   -- Simple Types
   ---- 69.44 sec (No Type Check)
   ---- 591.33 sec (Runtime Type Check)
   ---- 70.89 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 102.38 sec (No Type Check)
   ---- 655.52 sec (Runtime Type Check)
   ---- 104.80 sec (Performance Runtime Type Check)
   
   
   20001 Elements
   -- Simple Types
   ---- 88.59 sec (No Type Check)
   ---- 783.28 sec (Runtime Type Check)
   ---- 90.18 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 134.59 sec (No Type Check)
   ---- 866.90 sec (Runtime Type Check)
   ---- 136.48 sec (Performance Runtime Type Check)
   
   
   25001 Elements
   -- Simple Types
   ---- 107.82 sec (No Type Check)
   ---- 983.15 sec (Runtime Type Check)
   ---- 110.43 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 162.78 sec (No Type Check)
   ---- 1082.71 sec (Runtime Type Check)
   ---- 166.83 sec (Performance Runtime Type Check)
   
   
   30001 Elements
   -- Simple Types
   ---- 129.01 sec (No Type Check)
   ---- 1179.65 sec (Runtime Type Check)
   ---- 131.40 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 194.90 sec (No Type Check)
   ---- 1304.59 sec (Runtime Type Check)
   ---- 201.05 sec (Performance Runtime Type Check)
   
   
   35001 Elements
   -- Simple Types
   ---- 150.23 sec (No Type Check)
   ---- 1753.36 sec (Runtime Type Check)
   ---- 202.36 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 211.88 sec (No Type Check)
   ---- 2010.76 sec (Runtime Type Check)
   ---- 334.67 sec (Performance Runtime Type Check)
   
   
   40001 Elements
   -- Simple Types
   ---- 228.75 sec (No Type Check)
   ---- 2059.11 sec (Runtime Type Check)
   ---- 242.76 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 390.91 sec (No Type Check)
   ---- 2340.73 sec (Runtime Type Check)
   ---- 389.67 sec (Performance Runtime Type Check)
   
   
   45001 Elements
   -- Simple Types
   ---- 270.50 sec (No Type Check)
   ---- 2332.55 sec (Runtime Type Check)
   ---- 276.58 sec (Performance Runtime Type Check)
   -- Nested Types
   ---- 414.10 sec (No Type Check)
   ---- 2625.58 sec (Runtime Type Check)
   ---- 423.93 sec (Performance Runtime Type Check)```


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