[2021-03-28 20:24:47.268] [global] [error] could not find backend, defaulting to local
[2021-03-28 20:24:47.268] [local ee] [info] loaded runtime library from/usr/local/lib/python3.6/site-packages/Tuplex-0.1.7-py3.6.egg/tuplex/libexec/tuplex_runtime.so
[2021-03-28 20:24:47.268] [local ee] [info] initializing LLVM backend
[2021-03-28 20:24:47.268] [local ee] [warning] init JIT compiler also only in local mode
[2021-03-28 20:24:47.268] [LLVM] [info] compiling code for skylake-avx512
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.269] [local execution engine] [info] started local executor E/1 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.269] [E/1] [info] starting detached process queue
[2021-03-28 20:24:47.269] [local execution engine] [info] started local executor E/2 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.269] [E/2] [info] starting detached process queue
[2021-03-28 20:24:47.269] [E/1] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.269] [E/2] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.269] [local execution engine] [info] started local executor E/3 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.269] [E/3] [info] starting detached process queue
[2021-03-28 20:24:47.269] [local execution engine] [info] started local executor E/4 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.269] [E/3] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.269] [E/4] [info] starting detached process queue
[2021-03-28 20:24:47.269] [local execution engine] [info] started local executor E/5 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/5] [info] starting detached process queue
[2021-03-28 20:24:47.270] [E/4] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/6 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/5] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/6] [info] starting detached process queue
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/7 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/7] [info] starting detached process queue
[2021-03-28 20:24:47.270] [E/6] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/8 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/7] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/8] [info] starting detached process queue
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/9 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/8] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/9] [info] starting detached process queue
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/10 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/10] [info] starting detached process queue
[2021-03-28 20:24:47.270] [E/9] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/11 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/10] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/12 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/11] [info] starting detached process queue
[2021-03-28 20:24:47.270] [E/12] [info] starting detached process queue
[2021-03-28 20:24:47.270] [E/11] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/13 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/13] [info] starting detached process queue
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/14 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/12] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/13] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/14] [info] starting detached process queue
[2021-03-28 20:24:47.270] [local execution engine] [info] started local executor E/15 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:24:47.270] [E/14] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [E/15] [info] starting detached process queue
[2021-03-28 20:24:47.270] [memory] [info] allocated bitmap managed memory region (10.00 GB, 32.00 MB block size)
[2021-03-28 20:24:47.270] [E/15] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:24:47.270] [local execution engine] [info] started driver (10.00 GB, 32.00 MB default partition size)
overflow will be cached at file:///tmp/driver
[2021-03-28 20:24:47.270] [fileinputoperator] [info] found 23 files (5.89 GB) to process.
[2021-03-28 20:24:47.271] [global] [info] sampled file:///data/flights_small/flights_on_time_performance_2019_11.csv on 256.00 KB
[2021-03-28 20:24:47.418] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.425] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.430] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.436] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.463] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.481] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.493] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.493] [fileinputoperator] [info] found 1 file (81.54 KB) to process.
[2021-03-28 20:24:47.493] [global] [info] sampled file:///code/benchmark/flights/data/L_CARRIER_HISTORY.csv on 81.55 KB
[2021-03-28 20:24:47.538] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.546] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.558] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:47.558] [fileinputoperator] [info] found 1 file (742.61 KB) to process.
[2021-03-28 20:24:47.558] [global] [info] sampled file:///code/benchmark/flights/data/GlobalAirportDatabase.txt on 256.00 KB
[2021-03-28 20:24:47.834] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:24:47.849] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:24:47.863] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:24:47.878] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:24:47.878] [global] [error] contains an assign operator - can't break down filter
[2021-03-28 20:24:47.999] [logical planner] [info] logical optimization took 0.149758ms
output type of specialized pipeline is: (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
is this the most outer stage?: 0
need to upgrade output type to (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
[2021-03-28 20:24:48.006] [codegen] [info] generating pipeline for (Option[str],Option[str],str,i64,f64,f64) -> (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64]) (2 operators pipelined)
outSchema is different than last operator's schema:
outSchema: (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
last Op: (Option[str],Option[str],Option[str],i64,f64,f64)
[2021-03-28 20:24:48.007] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:24:48.007] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:24:48.009] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:24:48.009] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
output type of specialized pipeline is: (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
is this the most outer stage?: 0
need to upgrade output type to (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
[2021-03-28 20:24:48.038] [codegen] [info] generating pipeline for (Option[str],Option[str],str,i64,f64,f64) -> (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64]) (2 operators pipelined)
outSchema is different than last operator's schema:
outSchema: (Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])
last Op: (Option[str],Option[str],Option[str],i64,f64,f64)
[2021-03-28 20:24:48.039] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:24:48.039] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:24:48.041] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:24:48.041] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:24:48.063] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.064] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.065] [global] [info] performing static typing for UDF in operator withColumn
output type of specialized pipeline is: (Option[str],Option[str],str,i64,Option[i64])
is this the most outer stage?: 0
need to upgrade output type to (Option[str],Option[str],str,i64,Option[i64])
[2021-03-28 20:24:48.065] [codegen] [info] generating pipeline for (str,str) -> (Option[str],Option[str],str,i64,Option[i64]) (3 operators pipelined)
outSchema is different than last operator's schema:
outSchema: (Option[str],Option[str],str,i64,Option[i64])
last Op: (str,str,str,i64,Option[i64])
[2021-03-28 20:24:48.066] [codegen] [info] generating lambda function for ((str,str)) -> str
[2021-03-28 20:24:48.066] [codegen] [info] generating lambda function for ((str,str,str)) -> i64
[2021-03-28 20:24:48.067] [codegen] [info] generating function extractDefunctYear for ((str,str,str,i64)) -> Option[i64]
[2021-03-28 20:24:48.068] [codegen] [info] generating lambda function for ((Option[str],Option[str])) -> str
[2021-03-28 20:24:48.069] [codegen] [info] generating lambda function for ((Option[str],Option[str],str)) -> i64
[2021-03-28 20:24:48.069] [codegen] [info] generating function extractDefunctYear for ((Option[str],Option[str],str,i64)) -> Option[i64]
[2021-03-28 20:24:48.509] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.513] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.518] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.523] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.536] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.550] [global] [info] performing static typing for UDF in operator withColumn
start checking retyping here!!!
[2021-03-28 20:24:48.555] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:24:48.868] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:24:48.869] [global] [info] performing static typing for UDF in operator select
output type of specialized pipeline is: (str,str,i64,i64,i64,i64,i64,str,str,str,Option[f64],Option[f64],Option[i64],str,str,str,Option[f64],Option[f64],Option[i64],f64,Option[str],boolean,boolean,Option[str],Option[str],i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,Option[i64])
is this the most outer stage?: 1
[2021-03-28 20:24:48.869] [codegen] [info] generating pipeline for (i64,i64,i64,i64,str,i64,str,str,str,str,i64,f64,f64,f64,i64,f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null) -> (str,str,i64,i64,i64,i64,i64,str,str,str,Option[f64],Option[f64],Option[i64],str,str,str,Option[f64],Option[f64],Option[i64],f64,Option[str],boolean,boolean,Option[str],Option[str],i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,Option[i64]) (151 operators pipelined)
[2021-03-28 20:24:48.870] [codegen] [info] generating lambda function for ((i64,i64,i64,i64,str,i64,str,str,str,str,i64,f64,f64,f64,i64,f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null)) -> str
[2021-03-28 20:24:48.871] [codegen] [info] generating lambda function for ((i64,i64,i64,i64,str,i64,str,str,str,str,i64,f64,f64,f64,i64,f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str)) -> str
[2021-03-28 20:24:48.872] [codegen] [info] generating lambda function for ((i64,i64,i64,i64,str,i64,str,str,str,str,i64,f64,f64,f64,i64,f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str)) -> str
[2021-03-28 20:24:48.873] [codegen] [info] generating lambda function for ((i64,i64,i64,i64,str,i64,str,str,str,str,i64,f64,f64,f64,i64,f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str,str)) -> str
[2021-03-28 20:24:48.874] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:24:48.875] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:24:48.876] [codegen] [info] generating function cleanCode for ((i64,i64,i64,i64,str,i64,str,str,str,str,Option[str],f64,f64,f64,Option[str],f64,f64,null,f64,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str,str,str)) -> Option[str]
[2021-03-28 20:24:48.877] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:24:48.878] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:24:48.878] [codegen] [info] generating function divertedUDF for ((i64,i64,i64,i64,str,i64,str,str,str,str,Option[str],f64,f64,f64,Option[str],f64,boolean,Option[str],boolean,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str,str,str)) -> Option[str]
[2021-03-28 20:24:48.880] [codegen] [info] generating function fillInTimesUDF for ((i64,i64,i64,i64,str,i64,str,str,str,str,Option[str],f64,f64,f64,Option[str],f64,boolean,Option[str],boolean,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str,str,str,Option[str])) -> f64
[2021-03-28 20:24:48.881] [codegen] [info] generating function filterDefunctFlights for ((i64,i64,i64,i64,i64,str,str,str,str,Option[str],f64,f64,f64,Option[str],f64,boolean,Option[str],boolean,f64,f64,f64,f64,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],null,null,str,str,str,str,Option[str],str,Option[str],str,i64,Option[i64])) -> boolean
[2021-03-28 20:24:48.882] [codegen] [info] generating lambda function for (f64) -> f64
[2021-03-28 20:24:48.883] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:24:48.884] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.885] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.886] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.888] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.889] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.890] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.891] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.892] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.893] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.894] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.895] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:24:48.896] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.898] [codegen] [info] generating lambda function for ((i64,i64,i64,i64,i64,str,str,Option[str],i64,i64,i64,Option[str],i64,boolean,Option[str],boolean,i64,i64,i64,f64,i64,i64,i64,i64,i64,null,null,str,str,str,str,Option[str],str,Option[str],str,i64,Option[i64],str,Option[str],Option[str],Option[i64],Option[f64],Option[f64],str,Option[str],Option[str],Option[i64],Option[f64],Option[f64])) -> (str,str,i64,i64,i64,i64,i64,str,str,str,Option[f64],Option[f64],Option[i64],str,str,str,Option[f64],Option[f64],Option[i64],f64,Option[str],boolean,boolean,Option[str],Option[str],i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,Option[i64])
[2021-03-28 20:24:48.907] [codegen] [info] generating lambda function for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64],Option[f64],Option[i64],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64])) -> str
[2021-03-28 20:24:48.908] [codegen] [info] generating lambda function for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64],Option[f64],Option[i64],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str)) -> str
[2021-03-28 20:24:48.909] [codegen] [info] generating lambda function for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64],Option[f64],Option[i64],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str)) -> str
[2021-03-28 20:24:48.911] [codegen] [info] generating lambda function for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64],Option[f64],Option[i64],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str,str)) -> str
[2021-03-28 20:24:48.912] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:24:48.913] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:24:48.914] [codegen] [info] generating function cleanCode for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[str],Option[f64],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[str],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str,str,str)) -> Option[str]
[2021-03-28 20:24:48.915] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:24:48.916] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:24:48.917] [codegen] [info] generating function divertedUDF for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[str],Option[f64],Option[f64],Option[f64],Option[str],Option[f64],boolean,Option[str],boolean,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str,str,str)) -> Option[str]
[2021-03-28 20:24:48.918] [codegen] [info] generating function fillInTimesUDF for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[str],Option[f64],Option[f64],Option[f64],Option[str],Option[f64],boolean,Option[str],boolean,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str,str,str,Option[str])) -> Option[f64]
[2021-03-28 20:24:48.920] [codegen] [info] generating function filterDefunctFlights for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[str],Option[str],Option[str],Option[str],Option[f64],Option[f64],Option[f64],Option[str],Option[f64],boolean,Option[str],boolean,Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],Option[f64],str,str,str,str,Option[str],Option[str],Option[str],str,i64,Option[i64])) -> boolean
[2021-03-28 20:24:48.922] [codegen] [info] generating lambda function for (Option[f64]) -> f64
[2021-03-28 20:24:48.923] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:24:48.924] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.925] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.926] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.928] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.929] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.930] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.932] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.933] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.934] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.935] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.936] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.938] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:24:48.939] [codegen] [info] generating lambda function for ((Option[i64],Option[i64],Option[i64],Option[i64],Option[i64],Option[str],Option[str],Option[str],i64,i64,i64,Option[str],i64,boolean,Option[str],boolean,i64,i64,i64,f64,i64,i64,i64,i64,i64,Option[f64],Option[f64],str,str,str,str,Option[str],Option[str],Option[str],str,i64,Option[i64],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64],Option[str],Option[str],Option[str],Option[i64],Option[f64],Option[f64])) -> (str,Option[str],Option[i64],Option[i64],Option[i64],Option[i64],Option[i64],str,str,Option[str],Option[f64],Option[f64],Option[i64],str,str,Option[str],Option[f64],Option[f64],Option[i64],f64,Option[str],boolean,boolean,Option[str],Option[str],i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,i64,Option[i64])
[2021-03-28 20:24:48.994] [global] [info] Stage3 depends on: Stage2 Stage1 Stage0 
[2021-03-28 20:24:48.994] [global] [info] Stage2 depends on: 
[2021-03-28 20:24:48.997] [global] [info] provided option to explicitly merge bad rows in order back, however rows will be hashed. Disabling option. To silence this warning, set
tuplex.optimizer.mergeExceptionsInOrder=false
[2021-03-28 20:24:49.119] [global] [info] Optimization via LLVM passes took 0.121521 ms
[2021-03-28 20:24:49.184] [global] [info] Compiled code paths for stage 2 in 0.06 ms
[2021-03-28 20:24:49.184] [global] [info] [Transform Stage] Stage 2 compiled to x86 in 0.190116s
[2021-03-28 20:24:49.184] [local ee] [info] split /code/benchmark/flights/data/L_CARRIER_HISTORY.csv into 1 task
[2021-03-28 20:24:49.187] [E/2] [info] [Task Finished] Transform to in-memory hash table in 0.003523s (1928 normal rows, 0 exceptions, 1726 buckets)
[2021-03-28 20:24:49.187] [global] [info] [Transform Stage] Stage 2 completed 1 load&transform tasks in 0.00368928s
[2021-03-28 20:24:49.187] [global] [info] [Transform Stage] Stage 2 total wall clock time: 0.00352324s, 1928 input rows, time to process 1 row via fast path: 0.00182741ms
[2021-03-28 20:24:49.187] [global] [info] [Transform Stage] Stage 2 completed 1 sink tasks in 2.588e-06s
[2021-03-28 20:24:49.187] [global] [info] [Transform Stage] Stage 2 took 0.193832s
[2021-03-28 20:24:49.187] [global] [info] Stage1 depends on: 
[2021-03-28 20:24:49.191] [global] [info] provided option to explicitly merge bad rows in order back, however rows will be hashed. Disabling option. To silence this warning, set
tuplex.optimizer.mergeExceptionsInOrder=false
[2021-03-28 20:24:49.290] [global] [info] Optimization via LLVM passes took 0.099109 ms
[2021-03-28 20:24:49.336] [global] [info] Compiled code paths for stage 1 in 0.05 ms
[2021-03-28 20:24:49.336] [global] [info] [Transform Stage] Stage 1 compiled to x86 in 0.148659s
[2021-03-28 20:24:49.336] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:24:49.346] [E/3] [info] [Task Finished] Transform to in-memory hash table in 0.009548s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:24:49.346] [global] [info] [Transform Stage] Stage 1 completed 1 load&transform tasks in 0.00970715s
[2021-03-28 20:24:49.346] [global] [info] [Transform Stage] Stage 1 total wall clock time: 0.00954837s, 9300 input rows, time to process 1 row via fast path: 0.00102671ms
[2021-03-28 20:24:49.346] [global] [info] [Transform Stage] Stage 1 completed 1 sink tasks in 2.371e-06s
[2021-03-28 20:24:49.346] [global] [info] [Transform Stage] Stage 1 took 0.158394s
[2021-03-28 20:24:49.346] [global] [info] Stage0 depends on: 
[2021-03-28 20:24:49.349] [global] [info] provided option to explicitly merge bad rows in order back, however rows will be hashed. Disabling option. To silence this warning, set
tuplex.optimizer.mergeExceptionsInOrder=false
[2021-03-28 20:24:49.448] [global] [info] Optimization via LLVM passes took 0.099108 ms
[2021-03-28 20:24:49.494] [global] [info] Compiled code paths for stage 0 in 0.05 ms
[2021-03-28 20:24:49.494] [global] [info] [Transform Stage] Stage 0 compiled to x86 in 0.148546s
[2021-03-28 20:24:49.494] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:24:49.504] [E/1] [info] [Task Finished] Transform to in-memory hash table in 0.009511s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:24:49.504] [global] [info] [Transform Stage] Stage 0 completed 1 load&transform tasks in 0.00966936s
[2021-03-28 20:24:49.504] [global] [info] [Transform Stage] Stage 0 total wall clock time: 0.00951131s, 9300 input rows, time to process 1 row via fast path: 0.00102272ms
[2021-03-28 20:24:49.504] [global] [info] [Transform Stage] Stage 0 completed 1 sink tasks in 2.233e-06s
[2021-03-28 20:24:49.504] [global] [info] [Transform Stage] Stage 0 took 0.158248s
[2021-03-28 20:24:50.421] [global] [info] Optimization via LLVM passes took 0.870878 ms
[2021-03-28 20:24:50.736] [global] [info] Compiled code paths for stage 3 in 0.31 ms
[2021-03-28 20:24:50.736] [global] [info] [Transform Stage] Stage 3 compiled to x86 in 1.23168s
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_11.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_10.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_09.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_08.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_07.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_06.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_05.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_04.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_03.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_02.csv into 3 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_01.csv into 3 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_12.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_11.csv into 3 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_10.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_09.csv into 3 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_08.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_07.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_06.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_05.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_04.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_03.csv into 4 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_02.csv into 3 tasks
[2021-03-28 20:24:50.736] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_01.csv into 3 tasks
[2021-03-28 20:24:51.307] [E/15] [info] [Task Finished] Transform to mem in 0.570752s (147124 normal rows, 2886 exceptions)
[2021-03-28 20:24:51.310] [E/5] [info] [Task Finished] Transform to mem in 0.573482s (147343 normal rows, 3389 exceptions)
[2021-03-28 20:24:51.310] [E/2] [info] [Task Finished] Transform to mem in 0.573937s (147676 normal rows, 1031 exceptions)
[2021-03-28 20:24:51.312] [E/4] [info] [Task Finished] Transform to mem in 0.575980s (147634 normal rows, 1820 exceptions)
[2021-03-28 20:24:51.315] [E/9] [info] [Task Finished] Transform to mem in 0.578102s (147013 normal rows, 1583 exceptions)
[2021-03-28 20:24:51.315] [E/1] [info] [Task Finished] Transform to mem in 0.578388s (148705 normal rows, 1224 exceptions)
[2021-03-28 20:24:51.316] [E/7] [info] [Task Finished] Transform to mem in 0.579127s (146336 normal rows, 3459 exceptions)
[2021-03-28 20:24:51.316] [E/14] [info] [Task Finished] Transform to mem in 0.579479s (146867 normal rows, 2625 exceptions)
[2021-03-28 20:24:51.317] [E/8] [info] [Task Finished] Transform to mem in 0.580254s (149150 normal rows, 1076 exceptions)
[2021-03-28 20:24:51.318] [E/10] [info] [Task Finished] Transform to mem in 0.581519s (147491 normal rows, 2223 exceptions)
[2021-03-28 20:24:51.321] [E/11] [info] [Task Finished] Transform to mem in 0.584973s (147356 normal rows, 2414 exceptions)
[2021-03-28 20:24:51.322] [E/6] [info] [Task Finished] Transform to mem in 0.585497s (148648 normal rows, 1689 exceptions)
[2021-03-28 20:24:51.349] [E/12] [info] [Task Finished] Transform to mem in 0.612801s (156053 normal rows, 1402 exceptions)
[2021-03-28 20:24:51.359] [E/13] [info] [Task Finished] Transform to mem in 0.622846s (156932 normal rows, 2574 exceptions)
[2021-03-28 20:24:51.482] [E/3] [info] [Task Finished] Transform to mem in 0.745282s (190258 normal rows, 1898 exceptions)
[2021-03-28 20:24:51.557] [driver] [info] [Task Finished] Transform to mem in 0.820059s (208988 normal rows, 4803 exceptions)
[2021-03-28 20:24:51.883] [E/15] [info] [Task Finished] Transform to mem in 0.575641s (147152 normal rows, 3302 exceptions)
[2021-03-28 20:24:51.885] [E/5] [info] [Task Finished] Transform to mem in 0.575147s (145306 normal rows, 3738 exceptions)
[2021-03-28 20:24:51.885] [E/2] [info] [Task Finished] Transform to mem in 0.574755s (146306 normal rows, 3351 exceptions)
[2021-03-28 20:24:51.886] [E/7] [info] [Task Finished] Transform to mem in 0.570196s (144695 normal rows, 4754 exceptions)
[2021-03-28 20:24:51.889] [E/8] [info] [Task Finished] Transform to mem in 0.572667s (145230 normal rows, 3609 exceptions)
[2021-03-28 20:24:51.892] [E/9] [info] [Task Finished] Transform to mem in 0.577553s (146257 normal rows, 2081 exceptions)
[2021-03-28 20:24:51.894] [E/10] [info] [Task Finished] Transform to mem in 0.575630s (146022 normal rows, 3033 exceptions)
[2021-03-28 20:24:51.895] [E/11] [info] [Task Finished] Transform to mem in 0.573644s (146366 normal rows, 3947 exceptions)
[2021-03-28 20:24:51.895] [E/1] [info] [Task Finished] Transform to mem in 0.580263s (146143 normal rows, 3024 exceptions)
[2021-03-28 20:24:51.928] [E/12] [info] [Task Finished] Transform to mem in 0.578421s (145442 normal rows, 5129 exceptions)
[2021-03-28 20:24:51.935] [E/13] [info] [Task Finished] Transform to mem in 0.575838s (146071 normal rows, 2428 exceptions)
[2021-03-28 20:24:52.056] [E/3] [info] [Task Finished] Transform to mem in 0.574160s (146274 normal rows, 4308 exceptions)
[2021-03-28 20:24:52.058] [E/14] [info] [Task Finished] Transform to mem in 0.742274s (187821 normal rows, 5945 exceptions)
[2021-03-28 20:24:52.063] [E/6] [info] [Task Finished] Transform to mem in 0.741128s (187623 normal rows, 4462 exceptions)
[2021-03-28 20:24:52.139] [E/4] [info] [Task Finished] Transform to mem in 0.826187s (209176 normal rows, 4857 exceptions)
[2021-03-28 20:24:52.190] [driver] [info] [Task Finished] Transform to mem in 0.633925s (161835 normal rows, 4138 exceptions)
[2021-03-28 20:24:52.456] [E/5] [info] [Task Finished] Transform to mem in 0.570886s (146745 normal rows, 2502 exceptions)
[2021-03-28 20:24:52.458] [E/8] [info] [Task Finished] Transform to mem in 0.568174s (144188 normal rows, 4844 exceptions)
[2021-03-28 20:24:52.462] [E/2] [info] [Task Finished] Transform to mem in 0.576368s (146560 normal rows, 2826 exceptions)
[2021-03-28 20:24:52.463] [E/15] [info] [Task Finished] Transform to mem in 0.579658s (146881 normal rows, 3309 exceptions)
[2021-03-28 20:24:52.463] [E/9] [info] [Task Finished] Transform to mem in 0.570775s (144986 normal rows, 5198 exceptions)
[2021-03-28 20:24:52.467] [E/11] [info] [Task Finished] Transform to mem in 0.572192s (144926 normal rows, 4651 exceptions)
[2021-03-28 20:24:52.470] [E/1] [info] [Task Finished] Transform to mem in 0.574618s (144158 normal rows, 6268 exceptions)
[2021-03-28 20:24:52.514] [E/13] [info] [Task Finished] Transform to mem in 0.578431s (150131 normal rows, 2104 exceptions)
[2021-03-28 20:24:52.602] [E/7] [info] [Task Finished] Transform to mem in 0.716371s (182052 normal rows, 4932 exceptions)
[2021-03-28 20:24:52.630] [E/14] [info] [Task Finished] Transform to mem in 0.571712s (147089 normal rows, 2183 exceptions)
[2021-03-28 20:24:52.640] [E/3] [info] [Task Finished] Transform to mem in 0.584262s (157646 normal rows, 1769 exceptions)
[2021-03-28 20:24:52.643] [E/6] [info] [Task Finished] Transform to mem in 0.580153s (147935 normal rows, 2049 exceptions)
[2021-03-28 20:24:52.715] [E/4] [info] [Task Finished] Transform to mem in 0.576660s (151381 normal rows, 1619 exceptions)
[2021-03-28 20:24:52.764] [driver] [info] [Task Finished] Transform to mem in 0.573251s (147761 normal rows, 1365 exceptions)
[2021-03-28 20:24:52.812] [E/10] [info] [Task Finished] Transform to mem in 0.918608s (230201 normal rows, 6819 exceptions)
[2021-03-28 20:24:53.032] [E/12] [info] [Task Finished] Transform to mem in 1.104091s (280278 normal rows, 7103 exceptions)
[2021-03-28 20:24:53.039] [E/8] [info] [Task Finished] Transform to mem in 0.581579s (147922 normal rows, 1714 exceptions)
[2021-03-28 20:24:53.040] [E/2] [info] [Task Finished] Transform to mem in 0.577994s (150687 normal rows, 1323 exceptions)
[2021-03-28 20:24:53.045] [E/11] [info] [Task Finished] Transform to mem in 0.577740s (147946 normal rows, 2721 exceptions)
[2021-03-28 20:24:53.050] [E/15] [info] [Task Finished] Transform to mem in 0.586948s (158753 normal rows, 1398 exceptions)
[2021-03-28 20:24:53.055] [E/1] [info] [Task Finished] Transform to mem in 0.585517s (156854 normal rows, 1998 exceptions)
[2021-03-28 20:24:53.131] [E/9] [info] [Task Finished] Transform to mem in 0.667771s (172209 normal rows, 1332 exceptions)
[2021-03-28 20:24:53.193] [E/7] [info] [Task Finished] Transform to mem in 0.590480s (162164 normal rows, 3490 exceptions)
[2021-03-28 20:24:53.206] [E/14] [info] [Task Finished] Transform to mem in 0.575774s (146575 normal rows, 3847 exceptions)
[2021-03-28 20:24:53.215] [E/3] [info] [Task Finished] Transform to mem in 0.574820s (145394 normal rows, 3360 exceptions)
[2021-03-28 20:24:53.296] [E/4] [info] [Task Finished] Transform to mem in 0.580682s (155776 normal rows, 4384 exceptions)
[2021-03-28 20:24:53.336] [driver] [info] [Task Finished] Transform to mem in 0.572011s (146157 normal rows, 2732 exceptions)
[2021-03-28 20:24:53.388] [E/10] [info] [Task Finished] Transform to mem in 0.575366s (151708 normal rows, 3129 exceptions)
[2021-03-28 20:24:53.415] [E/6] [info] [Task Finished] Transform to mem in 0.772044s (196326 normal rows, 4630 exceptions)
[2021-03-28 20:24:53.593] [E/5] [info] [Task Finished] Transform to mem in 1.137121s (297336 normal rows, 4447 exceptions)
[2021-03-28 20:24:53.617] [E/11] [info] [Task Finished] Transform to mem in 0.571982s (146104 normal rows, 2822 exceptions)
[2021-03-28 20:24:53.623] [E/2] [info] [Task Finished] Transform to mem in 0.583022s (149378 normal rows, 2019 exceptions)
[2021-03-28 20:24:53.624] [E/8] [info] [Task Finished] Transform to mem in 0.584471s (159355 normal rows, 6330 exceptions)
[2021-03-28 20:24:53.632] [E/13] [info] [Task Finished] Transform to mem in 1.118266s (290677 normal rows, 4780 exceptions)
[2021-03-28 20:24:53.643] [E/1] [info] [Task Finished] Transform to mem in 0.587341s (162883 normal rows, 2436 exceptions)
[2021-03-28 20:24:53.714] [E/9] [info] [Task Finished] Transform to mem in 0.583199s (148352 normal rows, 2228 exceptions)
[2021-03-28 20:24:53.751] [E/15] [info] [Task Finished] Transform to mem in 0.701770s (178286 normal rows, 2542 exceptions)
[2021-03-28 20:24:53.768] [E/7] [info] [Task Finished] Transform to mem in 0.575356s (147282 normal rows, 2806 exceptions)
[2021-03-28 20:24:53.803] [E/3] [info] [Task Finished] Transform to mem in 0.587580s (164202 normal rows, 2216 exceptions)
[2021-03-28 20:24:53.816] [E/12] [info] [Task Finished] Transform to mem in 0.783903s (198072 normal rows, 3847 exceptions)
[2021-03-28 20:24:53.868] [E/14] [info] [Task Finished] Transform to mem in 0.662573s (168740 normal rows, 2366 exceptions)
[2021-03-28 20:24:53.879] [E/4] [info] [Task Finished] Transform to mem in 0.583383s (149776 normal rows, 2157 exceptions)
[2021-03-28 20:24:53.909] [driver] [info] [Task Finished] Transform to mem in 0.573037s (147097 normal rows, 1795 exceptions)
[2021-03-28 20:24:53.972] [E/10] [info] [Task Finished] Transform to mem in 0.583951s (147798 normal rows, 2252 exceptions)
[2021-03-28 20:24:54.004] [E/6] [info] [Task Finished] Transform to mem in 0.588287s (164752 normal rows, 4593 exceptions)
[2021-03-28 20:24:54.174] [E/5] [info] [Task Finished] Transform to mem in 0.580614s (148621 normal rows, 3259 exceptions)
[2021-03-28 20:24:54.186] [E/11] [info] [Task Finished] Transform to mem in 0.569112s (144647 normal rows, 5022 exceptions)
[2021-03-28 20:24:54.199] [E/8] [info] [Task Finished] Transform to mem in 0.575294s (147721 normal rows, 3018 exceptions)
[2021-03-28 20:24:54.212] [E/13] [info] [Task Finished] Transform to mem in 0.579874s (147977 normal rows, 1128 exceptions)
[2021-03-28 20:24:54.254] [E/2] [info] [Task Finished] Transform to mem in 0.631316s (158507 normal rows, 6380 exceptions)
[2021-03-28 20:24:54.306] [E/9] [info] [Task Finished] Transform to mem in 0.591284s (162807 normal rows, 5984 exceptions)
[2021-03-28 20:24:54.323] [E/15] [info] [Task Finished] Transform to mem in 0.571980s (144142 normal rows, 5294 exceptions)
[2021-03-28 20:24:54.517] [E/1] [info] [Task Finished] Transform to mem in 0.874189s (234581 normal rows, 6943 exceptions)
[2021-03-28 20:24:54.816] [E/7] [info] [Task Finished] Transform to mem in 1.048333s (266739 normal rows, 7818 exceptions)
[2021-03-28 20:24:54.816] [global] [info] [Transform Stage] Stage 3 completed 86 load&transform tasks in 4.08071s
[2021-03-28 20:24:54.817] [global] [info] [Transform Stage] Stage 3 total wall clock time: 54.4521s, 14009720 input rows, time to process 1 row via fast path: 0.00388674ms
[2021-03-28 20:24:54.817] [global] [info] Exception details: 
+------------+-------------------------------------+--------+
| OperatorID | Exception                           | Count  |
+------------+-------------------------------------+--------+
| 100000     | tuplex.internal.BadParseStringInput | 288283 |
+------------+-------------------------------------+--------+
[2021-03-28 20:24:54.838] [local ee] [info] compiled pure python pipeline in 0.021763s
[2021-03-28 20:24:54.838] [local ee] [info] creating hybrid intermediates took 0.000017s
[2021-03-28 20:24:54.839] [local ee] [info] Created 86 resolve tasks in 0.000729s
[2021-03-28 20:24:54.839] [local ee] [info] 86/86 tasks require executing the slow path.
[2021-03-28 20:24:54.913] [E/2] [info] [Task Finished] Resolve in 0.074016s
[2021-03-28 20:24:54.915] [driver] [info] [Task Finished] Resolve in 0.076048s
[2021-03-28 20:24:54.915] [E/3] [info] [Task Finished] Resolve in 0.076255s
[2021-03-28 20:24:54.916] [E/13] [info] [Task Finished] Resolve in 0.076537s
[2021-03-28 20:24:54.916] [E/5] [info] [Task Finished] Resolve in 0.077131s
[2021-03-28 20:24:54.917] [E/1] [info] [Task Finished] Resolve in 0.077968s
[2021-03-28 20:24:54.918] [E/11] [info] [Task Finished] Resolve in 0.078780s
[2021-03-28 20:24:54.918] [E/8] [info] [Task Finished] Resolve in 0.079074s
[2021-03-28 20:24:54.918] [E/12] [info] [Task Finished] Resolve in 0.079075s
[2021-03-28 20:24:54.919] [E/7] [info] [Task Finished] Resolve in 0.079638s
[2021-03-28 20:24:54.919] [E/6] [info] [Task Finished] Resolve in 0.080104s
[2021-03-28 20:24:54.920] [E/9] [info] [Task Finished] Resolve in 0.080472s
[2021-03-28 20:24:54.920] [E/4] [info] [Task Finished] Resolve in 0.080858s
[2021-03-28 20:24:54.924] [E/14] [info] [Task Finished] Resolve in 0.084376s
[2021-03-28 20:24:54.938] [E/10] [info] [Task Finished] Resolve in 0.098345s
[2021-03-28 20:24:54.954] [E/15] [info] [Task Finished] Resolve in 0.114826s
[2021-03-28 20:24:54.994] [E/2] [info] [Task Finished] Resolve in 0.081180s
[2021-03-28 20:24:54.995] [E/1] [info] [Task Finished] Resolve in 0.077782s
[2021-03-28 20:24:54.996] [E/3] [info] [Task Finished] Resolve in 0.080882s
[2021-03-28 20:24:54.997] [driver] [info] [Task Finished] Resolve in 0.081685s
[2021-03-28 20:24:54.997] [E/5] [info] [Task Finished] Resolve in 0.081061s
[2021-03-28 20:24:54.998] [E/6] [info] [Task Finished] Resolve in 0.078745s
[2021-03-28 20:24:54.998] [E/11] [info] [Task Finished] Resolve in 0.080073s
[2021-03-28 20:24:54.999] [E/12] [info] [Task Finished] Resolve in 0.080698s
[2021-03-28 20:24:55.000] [E/13] [info] [Task Finished] Resolve in 0.084100s
[2021-03-28 20:24:55.000] [E/8] [info] [Task Finished] Resolve in 0.081982s
[2021-03-28 20:24:55.002] [E/9] [info] [Task Finished] Resolve in 0.082443s
[2021-03-28 20:24:55.005] [E/7] [info] [Task Finished] Resolve in 0.086207s
[2021-03-28 20:24:55.029] [E/14] [info] [Task Finished] Resolve in 0.105165s
[2021-03-28 20:24:55.029] [E/4] [info] [Task Finished] Resolve in 0.109327s
[2021-03-28 20:24:55.043] [E/15] [info] [Task Finished] Resolve in 0.089346s
[2021-03-28 20:24:55.053] [E/10] [info] [Task Finished] Resolve in 0.115880s
[2021-03-28 20:24:55.072] [E/2] [info] [Task Finished] Resolve in 0.077404s
[2021-03-28 20:24:55.075] [E/3] [info] [Task Finished] Resolve in 0.078452s
[2021-03-28 20:24:55.078] [E/12] [info] [Task Finished] Resolve in 0.078868s
[2021-03-28 20:24:55.078] [E/8] [info] [Task Finished] Resolve in 0.077623s
[2021-03-28 20:24:55.078] [driver] [info] [Task Finished] Resolve in 0.081005s
[2021-03-28 20:24:55.078] [E/1] [info] [Task Finished] Resolve in 0.083086s
[2021-03-28 20:24:55.081] [E/6] [info] [Task Finished] Resolve in 0.082967s
[2021-03-28 20:24:55.081] [E/5] [info] [Task Finished] Resolve in 0.083864s
[2021-03-28 20:24:55.084] [E/7] [info] [Task Finished] Resolve in 0.078783s
[2021-03-28 20:24:55.084] [E/9] [info] [Task Finished] Resolve in 0.082007s
[2021-03-28 20:24:55.085] [E/11] [info] [Task Finished] Resolve in 0.087108s
[2021-03-28 20:24:55.102] [E/13] [info] [Task Finished] Resolve in 0.101916s
[2021-03-28 20:24:55.105] [E/4] [info] [Task Finished] Resolve in 0.075966s
[2021-03-28 20:24:55.106] [E/14] [info] [Task Finished] Resolve in 0.077296s
[2021-03-28 20:24:55.149] [E/2] [info] [Task Finished] Resolve in 0.076672s
[2021-03-28 20:24:55.151] [E/3] [info] [Task Finished] Resolve in 0.076473s
[2021-03-28 20:24:55.157] [E/12] [info] [Task Finished] Resolve in 0.078731s
[2021-03-28 20:24:55.159] [E/8] [info] [Task Finished] Resolve in 0.081143s
[2021-03-28 20:24:55.160] [driver] [info] [Task Finished] Resolve in 0.081745s
[2021-03-28 20:24:55.163] [E/5] [info] [Task Finished] Resolve in 0.081310s
[2021-03-28 20:24:55.164] [E/11] [info] [Task Finished] Resolve in 0.078752s
[2021-03-28 20:24:55.165] [E/7] [info] [Task Finished] Resolve in 0.080861s
[2021-03-28 20:24:55.166] [E/1] [info] [Task Finished] Resolve in 0.087452s
[2021-03-28 20:24:55.168] [E/6] [info] [Task Finished] Resolve in 0.087388s
[2021-03-28 20:24:55.172] [E/9] [info] [Task Finished] Resolve in 0.087477s
[2021-03-28 20:24:55.176] [E/15] [info] [Task Finished] Resolve in 0.132828s
[2021-03-28 20:24:55.183] [E/13] [info] [Task Finished] Resolve in 0.080996s
[2021-03-28 20:24:55.208] [E/10] [info] [Task Finished] Resolve in 0.154900s
[2021-03-28 20:24:55.214] [E/4] [info] [Task Finished] Resolve in 0.108883s
[2021-03-28 20:24:55.228] [E/2] [info] [Task Finished] Resolve in 0.079097s
[2021-03-28 20:24:55.230] [E/3] [info] [Task Finished] Resolve in 0.079055s
[2021-03-28 20:24:55.241] [E/5] [info] [Task Finished] Resolve in 0.078497s
[2021-03-28 20:24:55.243] [E/7] [info] [Task Finished] Resolve in 0.078664s
[2021-03-28 20:24:55.244] [driver] [info] [Task Finished] Resolve in 0.084469s
[2021-03-28 20:24:55.249] [E/12] [info] [Task Finished] Resolve in 0.091982s
[2021-03-28 20:24:55.249] [E/1] [info] [Task Finished] Resolve in 0.083358s
[2021-03-28 20:24:55.256] [E/15] [info] [Task Finished] Resolve in 0.079331s
[2021-03-28 20:24:55.258] [E/11] [info] [Task Finished] Resolve in 0.094381s
[2021-03-28 20:24:55.259] [E/13] [info] [Task Finished] Resolve in 0.075838s
[2021-03-28 20:24:55.260] [E/9] [info] [Task Finished] Resolve in 0.088651s
[2021-03-28 20:24:55.264] [E/14] [info] [Task Finished] Resolve in 0.157575s
[2021-03-28 20:24:55.276] [E/6] [info] [Task Finished] Resolve in 0.107500s
[2021-03-28 20:24:55.287] [E/10] [info] [Task Finished] Resolve in 0.078156s
[2021-03-28 20:24:55.305] [E/4] [info] [Task Finished] Resolve in 0.090538s
[2021-03-28 20:24:55.309] [E/2] [info] [Task Finished] Resolve in 0.081250s
[2021-03-28 20:24:55.312] [E/8] [info] [Task Finished] Resolve in 0.152681s
[2021-03-28 20:24:55.312] [E/3] [info] [Task Finished] Resolve in 0.081630s
[2021-03-28 20:24:55.319] [E/7] [info] [Task Finished] Resolve in 0.075059s
[2021-03-28 20:24:55.321] [E/5] [info] [Task Finished] Resolve in 0.079715s
[2021-03-28 20:24:55.332] [E/1] [info] [Task Finished] Resolve in 0.082857s
[2021-03-28 20:24:55.337] [driver] [info] [Task Finished] Resolve in 0.092593s
[2021-03-28 20:24:55.343] [E/12] [info] [Task Finished] Resolve in 0.094343s
[2021-03-28 20:24:55.385] [E/15] [info] [Task Finished] Resolve in 0.129729s
[2021-03-28 20:24:55.406] [E/11] [info] [Task Finished] Resolve in 0.147758s
[2021-03-28 20:24:55.406] [local ee] [info] slow path resolved 288283/288283 exceptions in 0.589701s
[2021-03-28 20:24:55.406] [local ee] [info] slow path for Stage 3: total wall clock time: 7.59672s, time to process 1 row via slow path: 0.0263516ms
[2021-03-28 20:24:55.406] [global] [info] [Transform Stage] Stage 3 completed 86 resolve tasks in 0.589733s

[2021-03-28 20:24:57.298] [global] [info] Writing 14304381 rows as output to file (2.78 GB)
[2021-03-28 20:24:57.617] [E/12] [info] [Task Finished] write to file in 0.319273s (892594 rows, 178.31 MB)
[2021-03-28 20:24:57.621] [E/9] [info] [Task Finished] write to file in 0.322579s (913340 rows, 182.57 MB)
[2021-03-28 20:24:57.626] [E/5] [info] [Task Finished] write to file in 0.328384s (941522 rows, 187.20 MB)
[2021-03-28 20:24:57.630] [E/14] [info] [Task Finished] write to file in 0.332344s (937607 rows, 187.01 MB)
[2021-03-28 20:24:57.632] [E/8] [info] [Task Finished] write to file in 0.334382s (924895 rows, 183.72 MB)
[2021-03-28 20:24:57.636] [E/11] [info] [Task Finished] write to file in 0.337936s (968506 rows, 193.28 MB)
[2021-03-28 20:24:57.638] [driver] [info] [Task Finished] write to file in 0.339624s (943257 rows, 187.98 MB)
[2021-03-28 20:24:57.639] [E/3] [info] [Task Finished] write to file in 0.340709s (972313 rows, 193.26 MB)
[2021-03-28 20:24:57.639] [E/6] [info] [Task Finished] write to file in 0.341110s (952475 rows, 189.54 MB)
[2021-03-28 20:24:57.639] [E/7] [info] [Task Finished] write to file in 0.341143s (971702 rows, 193.69 MB)
[2021-03-28 20:24:57.642] [E/2] [info] [Task Finished] write to file in 0.343808s (962345 rows, 191.30 MB)
[2021-03-28 20:24:57.645] [E/15] [info] [Task Finished] write to file in 0.346539s (984982 rows, 195.76 MB)
[2021-03-28 20:24:57.647] [E/4] [info] [Task Finished] write to file in 0.349381s (1023547 rows, 203.63 MB)
[2021-03-28 20:24:57.649] [E/13] [info] [Task Finished] write to file in 0.350869s (1010746 rows, 200.70 MB)
[2021-03-28 20:24:57.699] [E/1] [info] [Task Finished] write to file in 0.400968s (904550 rows, 180.95 MB)
[2021-03-28 20:24:57.699] [global] [info] writing output took 2.292761s
[2021-03-28 20:24:57.699] [global] [info] [Transform Stage] Stage 3 completed 86 sink tasks in 2.29282s
[2021-03-28 20:24:57.699] [global] [info] [Transform Stage] Stage 3 took 8.19501s
[2021-03-28 20:24:57.699] [global] [info] Query Execution took 9.86453s. (planning: 1.15894s, execution: 8.7056s)
>>> running Tuplex on ['/data/flights_small/flights_on_time_performance_2019_11.csv', '/data/flights_small/flights_on_time_performance_2019_10.csv', '/data/flights_small/flights_on_time_performance_2019_09.csv', '/data/flights_small/flights_on_time_performance_2019_08.csv', '/data/flights_small/flights_on_time_performance_2019_07.csv', '/data/flights_small/flights_on_time_performance_2019_06.csv', '/data/flights_small/flights_on_time_performance_2019_05.csv', '/data/flights_small/flights_on_time_performance_2019_04.csv', '/data/flights_small/flights_on_time_performance_2019_03.csv', '/data/flights_small/flights_on_time_performance_2019_02.csv', '/data/flights_small/flights_on_time_performance_2019_01.csv', '/data/flights_small/flights_on_time_performance_2018_12.csv', '/data/flights_small/flights_on_time_performance_2018_11.csv', '/data/flights_small/flights_on_time_performance_2018_10.csv', '/data/flights_small/flights_on_time_performance_2018_09.csv', '/data/flights_small/flights_on_time_performance_2018_08.csv', '/data/flights_small/flights_on_time_performance_2018_07.csv', '/data/flights_small/flights_on_time_performance_2018_06.csv', '/data/flights_small/flights_on_time_performance_2018_05.csv', '/data/flights_small/flights_on_time_performance_2018_04.csv', '/data/flights_small/flights_on_time_performance_2018_03.csv', '/data/flights_small/flights_on_time_performance_2018_02.csv', '/data/flights_small/flights_on_time_performance_2018_01.csv']
Welcome to

  _____            _
 |_   _|   _ _ __ | | _____  __
   | || | | | '_ \| |/ _ \ \/ /
   | || |_| | |_) | |  __/>  <
   |_| \__,_| .__/|_|\___/_/\_\ 0.1.7
            |_|
    
using Python 3.6.9 (default, Mar 28 2021, 12:48:06) 
[GCC 10.2.0] on linux
Tuplex startup time: 0.2869400978088379
Tuplex job time: 10.438001871109009 s
{'tuplex.useLLVMOptimizer': True, 'tuplex.autoUpcast': True, 'tuplex.allowUndefinedBehavior': False, 'tuplex.optimizer.codeStats': False, 'tuplex.optimizer.generateParser': True, 'tuplex.optimizer.nullValueOptimization': True, 'tuplex.optimizer.filterPushdown': True, 'tuplex.optimizer.sharedObjectPropagation': True, 'tuplex.interleaveIO': True, 'tuplex.resolveWithInterpreterOnly': False, 'tuplex.csv.selectionPushdown': True, 'tuplex.webui.enable': False, 'tuplex.executorCount': 15, 'tuplex.csv.maxDetectionRows': 10000, 'tuplex.webui.port': 5000, 'tuplex.webui.mongodb.port': 27017, 'tuplex.webui.exceptionDisplayLimit': 5, 'tuplex.normalcaseThreshold': 0.9, 'tuplex.csv.comments': ['#', '~'], 'tuplex.csv.maxDetectionMemory': '256KB', 'tuplex.csv.quotechar': '"', 'tuplex.csv.separators': [',', ';', '|', '\t'], 'tuplex.driverMemory': '10G', 'tuplex.env.hostname': 'c415128f6054', 'tuplex.env.mode': 'file', 'tuplex.env.user': 'root', 'tuplex.executorMemory': '6G', 'tuplex.inputSplitSize': '64MB', 'tuplex.logDir': '.', 'tuplex.optimizer.mergeExceptionsInOrder': 'true', 'tuplex.optimizer.operatorReordering': 'false', 'tuplex.optionalThreshold': '0.7', 'tuplex.partitionSize': '32MB', 'tuplex.readBufferSize': '128KB', 'tuplex.runTimeLibrary': '/usr/local/lib/python3.6/site-packages/Tuplex-0.1.7-py3.6.egg/tuplex/libexec/tuplex_runtime', 'tuplex.runTimeMemory': '8MB', 'tuplex.runTimeMemoryBlockSize': '4MB', 'tuplex.scratchDir': '/tmp', 'tuplex.webui.mongodb.path': '/data/tuplex_history', 'tuplex.webui.mongodb.url': 'localhost', 'tuplex.webui.url': 'localhost'}
{"logical_optimization_time_s":0.149758,"llvm_optimization_time_s":0.870878,"llvm_compilation_time_s":0.471344,"total_compilation_time_s":1.719,"sampling_time_s":0.511304,"stages":[{"stage_no":2,"fast_path_wall_time_s":0.00352324,"fast_path_time_s":0.00370145,"fast_path_per_row_time_ns":1827.41,"slow_path_wall_time_s":0,"slow_path_time_s":0,"slow_path_per_row_time_ns":0},{"stage_no":1,"fast_path_wall_time_s":0.00954837,"fast_path_time_s":0.00972108,"fast_path_per_row_time_ns":1026.71,"slow_path_wall_time_s":0,"slow_path_time_s":0,"slow_path_per_row_time_ns":0},{"stage_no":0,"fast_path_wall_time_s":0.00951131,"fast_path_time_s":0.00968839,"fast_path_per_row_time_ns":1022.72,"slow_path_wall_time_s":0,"slow_path_time_s":0,"slow_path_per_row_time_ns":0},{"stage_no":3,"fast_path_wall_time_s":54.4521,"fast_path_time_s":4.08075,"fast_path_per_row_time_ns":3886.74,"slow_path_wall_time_s":7.59672,"slow_path_time_s":0.589701,"slow_path_per_row_time_ns":26351.6}]}
{"webui.enable": false, "executorCount": 15, "executorMemory": "6G", "driverMemory": "10G", "partitionSize": "32MB", "inputSplitSize": "64MB", "runTimeMemory": "8MB", "useLLVMOptimizer": true, "autoUpcast": true, "optimizer.generateParser": true, "optimizer.nullValueOptimization": true, "csv.selectionPushdown": true, "resolveWithInterpreterOnly": false}
{"startupTime": 0.2869400978088379, "jobTime": 10.438001871109009}
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:24:57.738] [local execution engine] [info] Stopped local executor E/1
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:24:57.760] [local execution engine] [info] Stopped local executor E/2
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:24:57.780] [local execution engine] [info] Stopped local executor E/3
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:24:57.800] [local execution engine] [info] Stopped local executor E/4
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:24:57.818] [local execution engine] [info] Stopped local executor E/5
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:24:57.839] [local execution engine] [info] Stopped local executor E/6
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:24:57.857] [local execution engine] [info] Stopped local executor E/7
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:24:57.879] [local execution engine] [info] Stopped local executor E/8
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:24:57.900] [local execution engine] [info] Stopped local executor E/9
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:24:57.919] [local execution engine] [info] Stopped local executor E/10
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:24:57.938] [local execution engine] [info] Stopped local executor E/11
[GLOBAL] releasing 10 active partitions
[2021-03-28 20:24:57.960] [local execution engine] [info] Stopped local executor E/12
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:24:57.979] [local execution engine] [info] Stopped local executor E/13
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:24:57.997] [local execution engine] [info] Stopped local executor E/14
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:24:58.015] [local execution engine] [info] Stopped local executor E/15
[GLOBAL] Local engine terminated.
[GLOBAL] releasing 16 active partitions
