[2021-03-28 20:25:08.105] [global] [error] could not find backend, defaulting to local
[2021-03-28 20:25:08.106] [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 20:25:08.106] [local ee] [info] initializing LLVM backend
[2021-03-28 20:25:08.106] [local ee] [warning] init JIT compiler also only in local mode
[2021-03-28 20:25:08.106] [LLVM] [info] compiling code for skylake-avx512
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/1 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/1] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/2 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/2] [info] starting detached process queue
[2021-03-28 20:25:08.107] [E/1] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/3 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/2] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/3] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/4 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/3] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/4] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/5 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/4] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/5] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/6 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/6] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/7 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/7] [info] starting detached process queue
[2021-03-28 20:25:08.107] [E/6] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/5] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/8 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/7] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/8] [info] starting detached process queue
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/9 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [local execution engine] [info] started local executor E/10 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.107] [E/8] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.107] [E/9] [info] starting detached process queue
[2021-03-28 20:25:08.108] [E/10] [info] starting detached process queue
[2021-03-28 20:25:08.108] [local execution engine] [info] started local executor E/11 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.108] [E/9] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [E/10] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [E/11] [info] starting detached process queue
[2021-03-28 20:25:08.108] [local execution engine] [info] started local executor E/12 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.108] [E/11] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [E/12] [info] starting detached process queue
[2021-03-28 20:25:08.108] [E/13] [info] starting detached process queue
[2021-03-28 20:25:08.108] [local execution engine] [info] started local executor E/13 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.108] [E/13] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [E/12] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [local execution engine] [info] started local executor E/14 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.108] [E/14] [info] starting detached process queue
[2021-03-28 20:25:08.108] [local execution engine] [info] started local executor E/15 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:08.108] [E/14] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [memory] [info] allocated bitmap managed memory region (10.00 GB, 32.00 MB block size)
[2021-03-28 20:25:08.108] [E/15] [info] starting detached process queue
[2021-03-28 20:25:08.108] [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 20:25:08.108] [E/15] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:08.108] [fileinputoperator] [info] found 23 files (5.89 GB) to process.
[2021-03-28 20:25:08.109] [global] [info] sampled file:///data/flights_small/flights_on_time_performance_2019_11.csv on 256.00 KB
[2021-03-28 20:25:08.256] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.263] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.268] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.273] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.301] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.319] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.330] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.331] [fileinputoperator] [info] found 1 file (81.54 KB) to process.
[2021-03-28 20:25:08.331] [global] [info] sampled file:///code/benchmark/flights/data/L_CARRIER_HISTORY.csv on 81.55 KB
[2021-03-28 20:25:08.376] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.385] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.396] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.396] [fileinputoperator] [info] found 1 file (742.61 KB) to process.
[2021-03-28 20:25:08.397] [global] [info] sampled file:///code/benchmark/flights/data/GlobalAirportDatabase.txt on 256.00 KB
[2021-03-28 20:25:08.672] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:08.687] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:08.701] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:08.716] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:08.716] [global] [error] contains an assign operator - can't break down filter
[2021-03-28 20:25:08.837] [logical planner] [info] logical optimization took 0.149593ms
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 20:25:08.844] [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 20:25:08.845] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:08.845] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:25:08.847] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:08.847] [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 20:25:08.876] [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 20:25:08.877] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:08.877] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:25:08.879] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:08.879] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:08.902] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.902] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:08.903] [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 20:25:08.904] [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 20:25:08.904] [codegen] [info] generating lambda function for ((str,str)) -> str
[2021-03-28 20:25:08.905] [codegen] [info] generating lambda function for ((str,str,str)) -> i64
[2021-03-28 20:25:08.905] [codegen] [info] generating function extractDefunctYear for ((str,str,str,i64)) -> Option[i64]
[2021-03-28 20:25:08.906] [codegen] [info] generating lambda function for ((Option[str],Option[str])) -> str
[2021-03-28 20:25:08.907] [codegen] [info] generating lambda function for ((Option[str],Option[str],str)) -> i64
[2021-03-28 20:25:08.908] [codegen] [info] generating function extractDefunctYear for ((Option[str],Option[str],str,i64)) -> Option[i64]
[2021-03-28 20:25:09.348] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.352] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.357] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.362] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.375] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.389] [global] [info] performing static typing for UDF in operator withColumn
start checking retyping here!!!
[2021-03-28 20:25:09.394] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:09.707] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:09.708] [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 20:25:09.708] [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 20:25:09.709] [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 20:25:09.710] [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 20:25:09.711] [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 20:25:09.712] [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 20:25:09.713] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:25:09.714] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:25:09.715] [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 20:25:09.716] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:25:09.717] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:25:09.718] [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 20:25:09.719] [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 20:25:09.720] [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 20:25:09.721] [codegen] [info] generating lambda function for (f64) -> f64
[2021-03-28 20:25:09.723] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:25:09.723] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.724] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.725] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.727] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.728] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.729] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.730] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.731] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.732] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.733] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.734] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:09.736] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.737] [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 20:25:09.746] [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 20:25:09.747] [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 20:25:09.748] [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 20:25:09.750] [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 20:25:09.751] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:25:09.752] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:25:09.753] [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 20:25:09.754] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:25:09.755] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:25:09.756] [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 20:25:09.758] [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 20:25:09.759] [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 20:25:09.761] [codegen] [info] generating lambda function for (Option[f64]) -> f64
[2021-03-28 20:25:09.762] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:25:09.763] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.764] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.766] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.767] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.768] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.770] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.771] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.772] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.773] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.775] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.776] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.777] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:09.778] [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 20:25:09.832] [global] [info] Stage3 depends on: Stage2 Stage1 Stage0 
[2021-03-28 20:25:09.832] [global] [info] Stage2 depends on: 
[2021-03-28 20:25:09.836] [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 20:25:09.958] [global] [info] Optimization via LLVM passes took 0.122187 ms
[2021-03-28 20:25:10.023] [global] [info] Compiled code paths for stage 2 in 0.06 ms
[2021-03-28 20:25:10.023] [global] [info] [Transform Stage] Stage 2 compiled to x86 in 0.190977s
[2021-03-28 20:25:10.023] [local ee] [info] split /code/benchmark/flights/data/L_CARRIER_HISTORY.csv into 1 task
[2021-03-28 20:25:10.027] [E/3] [info] [Task Finished] Transform to in-memory hash table in 0.003486s (1928 normal rows, 0 exceptions, 1726 buckets)
[2021-03-28 20:25:10.027] [global] [info] [Transform Stage] Stage 2 completed 1 load&transform tasks in 0.00365241s
[2021-03-28 20:25:10.027] [global] [info] [Transform Stage] Stage 2 total wall clock time: 0.00348551s, 1928 input rows, time to process 1 row via fast path: 0.00180784ms
[2021-03-28 20:25:10.027] [global] [info] [Transform Stage] Stage 2 completed 1 sink tasks in 2.718e-06s
[2021-03-28 20:25:10.027] [global] [info] [Transform Stage] Stage 2 took 0.194657s
[2021-03-28 20:25:10.027] [global] [info] Stage1 depends on: 
[2021-03-28 20:25:10.031] [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 20:25:10.130] [global] [info] Optimization via LLVM passes took 0.099824 ms
[2021-03-28 20:25:10.176] [global] [info] Compiled code paths for stage 1 in 0.05 ms
[2021-03-28 20:25:10.176] [global] [info] [Transform Stage] Stage 1 compiled to x86 in 0.149309s
[2021-03-28 20:25:10.176] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:25:10.186] [E/1] [info] [Task Finished] Transform to in-memory hash table in 0.009570s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:25:10.186] [global] [info] [Transform Stage] Stage 1 completed 1 load&transform tasks in 0.00972983s
[2021-03-28 20:25:10.186] [global] [info] [Transform Stage] Stage 1 total wall clock time: 0.00957015s, 9300 input rows, time to process 1 row via fast path: 0.00102905ms
[2021-03-28 20:25:10.186] [global] [info] [Transform Stage] Stage 1 completed 1 sink tasks in 2.395e-06s
[2021-03-28 20:25:10.186] [global] [info] [Transform Stage] Stage 1 took 0.159066s
[2021-03-28 20:25:10.186] [global] [info] Stage0 depends on: 
[2021-03-28 20:25:10.190] [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 20:25:10.289] [global] [info] Optimization via LLVM passes took 0.099761 ms
[2021-03-28 20:25:10.335] [global] [info] Compiled code paths for stage 0 in 0.05 ms
[2021-03-28 20:25:10.335] [global] [info] [Transform Stage] Stage 0 compiled to x86 in 0.149295s
[2021-03-28 20:25:10.335] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:25:10.345] [E/2] [info] [Task Finished] Transform to in-memory hash table in 0.009447s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:25:10.345] [global] [info] [Transform Stage] Stage 0 completed 1 load&transform tasks in 0.0096052s
[2021-03-28 20:25:10.345] [global] [info] [Transform Stage] Stage 0 total wall clock time: 0.00944725s, 9300 input rows, time to process 1 row via fast path: 0.00101583ms
[2021-03-28 20:25:10.345] [global] [info] [Transform Stage] Stage 0 completed 1 sink tasks in 2.313e-06s
[2021-03-28 20:25:10.345] [global] [info] [Transform Stage] Stage 0 took 0.158933s
[2021-03-28 20:25:11.262] [global] [info] Optimization via LLVM passes took 0.871526 ms
[2021-03-28 20:25:11.577] [global] [info] Compiled code paths for stage 3 in 0.32 ms
[2021-03-28 20:25:11.578] [global] [info] [Transform Stage] Stage 3 compiled to x86 in 1.23252s
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_11.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_10.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_09.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_08.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_07.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_06.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_05.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_04.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_03.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_02.csv into 3 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_01.csv into 3 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_12.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_11.csv into 3 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_10.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_09.csv into 3 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_08.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_07.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_06.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_05.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_04.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_03.csv into 4 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_02.csv into 3 tasks
[2021-03-28 20:25:11.578] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_01.csv into 3 tasks
[2021-03-28 20:25:12.150] [E/11] [info] [Task Finished] Transform to mem in 0.571514s (147124 normal rows, 2886 exceptions)
[2021-03-28 20:25:12.151] [E/1] [info] [Task Finished] Transform to mem in 0.572790s (147676 normal rows, 1031 exceptions)
[2021-03-28 20:25:12.153] [E/13] [info] [Task Finished] Transform to mem in 0.574735s (147343 normal rows, 3389 exceptions)
[2021-03-28 20:25:12.155] [E/4] [info] [Task Finished] Transform to mem in 0.577178s (147634 normal rows, 1820 exceptions)
[2021-03-28 20:25:12.157] [E/7] [info] [Task Finished] Transform to mem in 0.578261s (147013 normal rows, 1583 exceptions)
[2021-03-28 20:25:12.157] [E/2] [info] [Task Finished] Transform to mem in 0.578409s (148705 normal rows, 1224 exceptions)
[2021-03-28 20:25:12.158] [E/14] [info] [Task Finished] Transform to mem in 0.579976s (146336 normal rows, 3459 exceptions)
[2021-03-28 20:25:12.159] [E/8] [info] [Task Finished] Transform to mem in 0.581014s (146867 normal rows, 2625 exceptions)
[2021-03-28 20:25:12.160] [E/9] [info] [Task Finished] Transform to mem in 0.581374s (149150 normal rows, 1076 exceptions)
[2021-03-28 20:25:12.163] [E/15] [info] [Task Finished] Transform to mem in 0.584716s (147491 normal rows, 2223 exceptions)
[2021-03-28 20:25:12.164] [E/6] [info] [Task Finished] Transform to mem in 0.585667s (147356 normal rows, 2414 exceptions)
[2021-03-28 20:25:12.164] [E/3] [info] [Task Finished] Transform to mem in 0.585852s (148648 normal rows, 1689 exceptions)
[2021-03-28 20:25:12.193] [E/5] [info] [Task Finished] Transform to mem in 0.614255s (156053 normal rows, 1402 exceptions)
[2021-03-28 20:25:12.201] [E/12] [info] [Task Finished] Transform to mem in 0.622668s (156932 normal rows, 2574 exceptions)
[2021-03-28 20:25:12.324] [driver] [info] [Task Finished] Transform to mem in 0.745474s (190258 normal rows, 1898 exceptions)
[2021-03-28 20:25:12.403] [E/10] [info] [Task Finished] Transform to mem in 0.824358s (208988 normal rows, 4803 exceptions)
[2021-03-28 20:25:12.727] [E/11] [info] [Task Finished] Transform to mem in 0.576761s (147152 normal rows, 3302 exceptions)
[2021-03-28 20:25:12.727] [E/1] [info] [Task Finished] Transform to mem in 0.575975s (145306 normal rows, 3738 exceptions)
[2021-03-28 20:25:12.728] [E/14] [info] [Task Finished] Transform to mem in 0.569718s (144695 normal rows, 4754 exceptions)
[2021-03-28 20:25:12.728] [E/13] [info] [Task Finished] Transform to mem in 0.575055s (146306 normal rows, 3351 exceptions)
[2021-03-28 20:25:12.733] [E/9] [info] [Task Finished] Transform to mem in 0.573153s (145230 normal rows, 3609 exceptions)
[2021-03-28 20:25:12.734] [E/7] [info] [Task Finished] Transform to mem in 0.577598s (146257 normal rows, 2081 exceptions)
[2021-03-28 20:25:12.736] [E/2] [info] [Task Finished] Transform to mem in 0.579548s (146143 normal rows, 3024 exceptions)
[2021-03-28 20:25:12.739] [E/6] [info] [Task Finished] Transform to mem in 0.574601s (146366 normal rows, 3947 exceptions)
[2021-03-28 20:25:12.740] [E/15] [info] [Task Finished] Transform to mem in 0.576632s (146022 normal rows, 3033 exceptions)
[2021-03-28 20:25:12.772] [E/5] [info] [Task Finished] Transform to mem in 0.579345s (145442 normal rows, 5129 exceptions)
[2021-03-28 20:25:12.777] [E/12] [info] [Task Finished] Transform to mem in 0.575913s (146071 normal rows, 2428 exceptions)
[2021-03-28 20:25:12.900] [driver] [info] [Task Finished] Transform to mem in 0.576234s (146274 normal rows, 4308 exceptions)
[2021-03-28 20:25:12.905] [E/8] [info] [Task Finished] Transform to mem in 0.746082s (187821 normal rows, 5945 exceptions)
[2021-03-28 20:25:12.906] [E/3] [info] [Task Finished] Transform to mem in 0.741831s (187623 normal rows, 4462 exceptions)
[2021-03-28 20:25:12.983] [E/4] [info] [Task Finished] Transform to mem in 0.827071s (209176 normal rows, 4857 exceptions)
[2021-03-28 20:25:13.037] [E/10] [info] [Task Finished] Transform to mem in 0.634740s (161835 normal rows, 4138 exceptions)
[2021-03-28 20:25:13.299] [E/1] [info] [Task Finished] Transform to mem in 0.571890s (146745 normal rows, 2502 exceptions)
[2021-03-28 20:25:13.302] [E/9] [info] [Task Finished] Transform to mem in 0.568957s (144188 normal rows, 4844 exceptions)
[2021-03-28 20:25:13.304] [E/14] [info] [Task Finished] Transform to mem in 0.576372s (146560 normal rows, 2826 exceptions)
[2021-03-28 20:25:13.306] [E/7] [info] [Task Finished] Transform to mem in 0.571313s (144986 normal rows, 5198 exceptions)
[2021-03-28 20:25:13.307] [E/11] [info] [Task Finished] Transform to mem in 0.580255s (146881 normal rows, 3309 exceptions)
[2021-03-28 20:25:13.311] [E/6] [info] [Task Finished] Transform to mem in 0.572677s (144926 normal rows, 4651 exceptions)
[2021-03-28 20:25:13.315] [E/15] [info] [Task Finished] Transform to mem in 0.575226s (144158 normal rows, 6268 exceptions)
[2021-03-28 20:25:13.356] [E/12] [info] [Task Finished] Transform to mem in 0.578810s (150131 normal rows, 2104 exceptions)
[2021-03-28 20:25:13.444] [E/13] [info] [Task Finished] Transform to mem in 0.715508s (182052 normal rows, 4932 exceptions)
[2021-03-28 20:25:13.479] [E/8] [info] [Task Finished] Transform to mem in 0.573473s (147089 normal rows, 2183 exceptions)
[2021-03-28 20:25:13.485] [driver] [info] [Task Finished] Transform to mem in 0.584889s (157646 normal rows, 1769 exceptions)
[2021-03-28 20:25:13.485] [E/3] [info] [Task Finished] Transform to mem in 0.579340s (147935 normal rows, 2049 exceptions)
[2021-03-28 20:25:13.560] [E/4] [info] [Task Finished] Transform to mem in 0.577518s (151381 normal rows, 1619 exceptions)
[2021-03-28 20:25:13.612] [E/10] [info] [Task Finished] Transform to mem in 0.574626s (147761 normal rows, 1365 exceptions)
[2021-03-28 20:25:13.656] [E/2] [info] [Task Finished] Transform to mem in 0.919935s (230201 normal rows, 6819 exceptions)
[2021-03-28 20:25:13.877] [E/5] [info] [Task Finished] Transform to mem in 1.104585s (280278 normal rows, 7103 exceptions)
[2021-03-28 20:25:13.883] [E/14] [info] [Task Finished] Transform to mem in 0.578300s (150687 normal rows, 1323 exceptions)
[2021-03-28 20:25:13.888] [E/9] [info] [Task Finished] Transform to mem in 0.585776s (147922 normal rows, 1714 exceptions)
[2021-03-28 20:25:13.889] [E/6] [info] [Task Finished] Transform to mem in 0.578134s (147946 normal rows, 2721 exceptions)
[2021-03-28 20:25:13.893] [E/7] [info] [Task Finished] Transform to mem in 0.587328s (158753 normal rows, 1398 exceptions)
[2021-03-28 20:25:13.902] [E/15] [info] [Task Finished] Transform to mem in 0.587322s (156854 normal rows, 1998 exceptions)
[2021-03-28 20:25:13.973] [E/11] [info] [Task Finished] Transform to mem in 0.666484s (172209 normal rows, 1332 exceptions)
[2021-03-28 20:25:14.030] [E/13] [info] [Task Finished] Transform to mem in 0.586538s (162164 normal rows, 3490 exceptions)
[2021-03-28 20:25:14.058] [E/8] [info] [Task Finished] Transform to mem in 0.578894s (146575 normal rows, 3847 exceptions)
[2021-03-28 20:25:14.061] [driver] [info] [Task Finished] Transform to mem in 0.576303s (145394 normal rows, 3360 exceptions)
[2021-03-28 20:25:14.141] [E/4] [info] [Task Finished] Transform to mem in 0.581345s (155776 normal rows, 4384 exceptions)
[2021-03-28 20:25:14.185] [E/10] [info] [Task Finished] Transform to mem in 0.572869s (146157 normal rows, 2732 exceptions)
[2021-03-28 20:25:14.232] [E/2] [info] [Task Finished] Transform to mem in 0.575848s (151708 normal rows, 3129 exceptions)
[2021-03-28 20:25:14.259] [E/3] [info] [Task Finished] Transform to mem in 0.773141s (196326 normal rows, 4630 exceptions)
[2021-03-28 20:25:14.438] [E/1] [info] [Task Finished] Transform to mem in 1.138745s (297336 normal rows, 4447 exceptions)
[2021-03-28 20:25:14.462] [E/6] [info] [Task Finished] Transform to mem in 0.572539s (146104 normal rows, 2822 exceptions)
[2021-03-28 20:25:14.467] [E/14] [info] [Task Finished] Transform to mem in 0.584343s (159355 normal rows, 6330 exceptions)
[2021-03-28 20:25:14.471] [E/9] [info] [Task Finished] Transform to mem in 0.583510s (149378 normal rows, 2019 exceptions)
[2021-03-28 20:25:14.475] [E/12] [info] [Task Finished] Transform to mem in 1.119384s (290677 normal rows, 4780 exceptions)
[2021-03-28 20:25:14.490] [E/15] [info] [Task Finished] Transform to mem in 0.588060s (162883 normal rows, 2436 exceptions)
[2021-03-28 20:25:14.557] [E/11] [info] [Task Finished] Transform to mem in 0.583238s (148352 normal rows, 2228 exceptions)
[2021-03-28 20:25:14.596] [E/7] [info] [Task Finished] Transform to mem in 0.703165s (178286 normal rows, 2542 exceptions)
[2021-03-28 20:25:14.603] [E/13] [info] [Task Finished] Transform to mem in 0.572768s (147282 normal rows, 2806 exceptions)
[2021-03-28 20:25:14.650] [driver] [info] [Task Finished] Transform to mem in 0.588703s (164202 normal rows, 2216 exceptions)
[2021-03-28 20:25:14.661] [E/5] [info] [Task Finished] Transform to mem in 0.784620s (198072 normal rows, 3847 exceptions)
[2021-03-28 20:25:14.723] [E/8] [info] [Task Finished] Transform to mem in 0.664786s (168740 normal rows, 2366 exceptions)
[2021-03-28 20:25:14.725] [E/4] [info] [Task Finished] Transform to mem in 0.583242s (149776 normal rows, 2157 exceptions)
[2021-03-28 20:25:14.759] [E/10] [info] [Task Finished] Transform to mem in 0.574097s (147097 normal rows, 1795 exceptions)
[2021-03-28 20:25:14.816] [E/2] [info] [Task Finished] Transform to mem in 0.584091s (147798 normal rows, 2252 exceptions)
[2021-03-28 20:25:14.847] [E/3] [info] [Task Finished] Transform to mem in 0.588479s (164752 normal rows, 4593 exceptions)
[2021-03-28 20:25:15.019] [E/1] [info] [Task Finished] Transform to mem in 0.581627s (148621 normal rows, 3259 exceptions)
[2021-03-28 20:25:15.031] [E/6] [info] [Task Finished] Transform to mem in 0.568791s (144647 normal rows, 5022 exceptions)
[2021-03-28 20:25:15.048] [E/9] [info] [Task Finished] Transform to mem in 0.576356s (147721 normal rows, 3018 exceptions)
[2021-03-28 20:25:15.055] [E/12] [info] [Task Finished] Transform to mem in 0.579973s (147977 normal rows, 1128 exceptions)
[2021-03-28 20:25:15.099] [E/14] [info] [Task Finished] Transform to mem in 0.631737s (158507 normal rows, 6380 exceptions)
[2021-03-28 20:25:15.148] [E/11] [info] [Task Finished] Transform to mem in 0.591247s (162807 normal rows, 5984 exceptions)
[2021-03-28 20:25:15.169] [E/7] [info] [Task Finished] Transform to mem in 0.572514s (144142 normal rows, 5294 exceptions)
[2021-03-28 20:25:15.365] [E/15] [info] [Task Finished] Transform to mem in 0.875140s (234581 normal rows, 6943 exceptions)
[2021-03-28 20:25:15.653] [E/13] [info] [Task Finished] Transform to mem in 1.049751s (266739 normal rows, 7818 exceptions)
[2021-03-28 20:25:15.653] [global] [info] [Transform Stage] Stage 3 completed 86 load&transform tasks in 4.07519s
[2021-03-28 20:25:15.653] [global] [info] [Transform Stage] Stage 3 total wall clock time: 54.5131s, 14009720 input rows, time to process 1 row via fast path: 0.00389109ms
[2021-03-28 20:25:15.653] [global] [info] Exception details: 
+------------+-------------------------------------+--------+
| OperatorID | Exception                           | Count  |
+------------+-------------------------------------+--------+
| 100000     | tuplex.internal.BadParseStringInput | 288283 |
+------------+-------------------------------------+--------+
[2021-03-28 20:25:15.675] [local ee] [info] compiled pure python pipeline in 0.021611s
[2021-03-28 20:25:15.675] [local ee] [info] creating hybrid intermediates took 0.000016s
[2021-03-28 20:25:15.675] [local ee] [info] Created 86 resolve tasks in 0.000702s
[2021-03-28 20:25:15.675] [local ee] [info] 86/86 tasks require executing the slow path.
[2021-03-28 20:25:15.749] [E/3] [info] [Task Finished] Resolve in 0.073975s
[2021-03-28 20:25:15.752] [E/9] [info] [Task Finished] Resolve in 0.076540s
[2021-03-28 20:25:15.752] [E/5] [info] [Task Finished] Resolve in 0.076598s
[2021-03-28 20:25:15.752] [E/4] [info] [Task Finished] Resolve in 0.076659s
[2021-03-28 20:25:15.753] [E/6] [info] [Task Finished] Resolve in 0.077394s
[2021-03-28 20:25:15.753] [E/1] [info] [Task Finished] Resolve in 0.077925s
[2021-03-28 20:25:15.754] [E/12] [info] [Task Finished] Resolve in 0.079123s
[2021-03-28 20:25:15.755] [driver] [info] [Task Finished] Resolve in 0.079261s
[2021-03-28 20:25:15.755] [E/7] [info] [Task Finished] Resolve in 0.079635s
[2021-03-28 20:25:15.756] [E/2] [info] [Task Finished] Resolve in 0.080223s
[2021-03-28 20:25:15.756] [E/11] [info] [Task Finished] Resolve in 0.080470s
[2021-03-28 20:25:15.756] [E/14] [info] [Task Finished] Resolve in 0.080683s
[2021-03-28 20:25:15.758] [E/13] [info] [Task Finished] Resolve in 0.082722s
[2021-03-28 20:25:15.760] [E/8] [info] [Task Finished] Resolve in 0.084906s
[2021-03-28 20:25:15.774] [E/15] [info] [Task Finished] Resolve in 0.098591s
[2021-03-28 20:25:15.790] [E/10] [info] [Task Finished] Resolve in 0.114943s
[2021-03-28 20:25:15.830] [E/3] [info] [Task Finished] Resolve in 0.081068s
[2021-03-28 20:25:15.831] [E/1] [info] [Task Finished] Resolve in 0.077842s
[2021-03-28 20:25:15.833] [E/4] [info] [Task Finished] Resolve in 0.081063s
[2021-03-28 20:25:15.834] [E/9] [info] [Task Finished] Resolve in 0.081718s
[2021-03-28 20:25:15.834] [E/6] [info] [Task Finished] Resolve in 0.080919s
[2021-03-28 20:25:15.835] [E/11] [info] [Task Finished] Resolve in 0.078811s
[2021-03-28 20:25:15.835] [E/7] [info] [Task Finished] Resolve in 0.079837s
[2021-03-28 20:25:15.835] [E/12] [info] [Task Finished] Resolve in 0.080710s
[2021-03-28 20:25:15.836] [E/5] [info] [Task Finished] Resolve in 0.083916s
[2021-03-28 20:25:15.837] [driver] [info] [Task Finished] Resolve in 0.082285s
[2021-03-28 20:25:15.838] [E/14] [info] [Task Finished] Resolve in 0.082373s
[2021-03-28 20:25:15.841] [E/2] [info] [Task Finished] Resolve in 0.085789s
[2021-03-28 20:25:15.866] [E/8] [info] [Task Finished] Resolve in 0.105770s
[2021-03-28 20:25:15.868] [E/13] [info] [Task Finished] Resolve in 0.109489s
[2021-03-28 20:25:15.880] [E/10] [info] [Task Finished] Resolve in 0.089262s
[2021-03-28 20:25:15.890] [E/15] [info] [Task Finished] Resolve in 0.115763s
[2021-03-28 20:25:15.908] [E/3] [info] [Task Finished] Resolve in 0.077210s
[2021-03-28 20:25:15.912] [E/4] [info] [Task Finished] Resolve in 0.078710s
[2021-03-28 20:25:15.914] [E/12] [info] [Task Finished] Resolve in 0.078877s
[2021-03-28 20:25:15.914] [E/1] [info] [Task Finished] Resolve in 0.083089s
[2021-03-28 20:25:15.915] [E/6] [info] [Task Finished] Resolve in 0.080784s
[2021-03-28 20:25:15.915] [driver] [info] [Task Finished] Resolve in 0.077553s
[2021-03-28 20:25:15.917] [E/9] [info] [Task Finished] Resolve in 0.083766s
[2021-03-28 20:25:15.918] [E/11] [info] [Task Finished] Resolve in 0.082812s
[2021-03-28 20:25:15.920] [E/2] [info] [Task Finished] Resolve in 0.078404s
[2021-03-28 20:25:15.920] [E/14] [info] [Task Finished] Resolve in 0.082009s
[2021-03-28 20:25:15.922] [E/7] [info] [Task Finished] Resolve in 0.086880s
[2021-03-28 20:25:15.938] [E/5] [info] [Task Finished] Resolve in 0.102146s
[2021-03-28 20:25:15.944] [E/8] [info] [Task Finished] Resolve in 0.077482s
[2021-03-28 20:25:15.944] [E/13] [info] [Task Finished] Resolve in 0.076098s
[2021-03-28 20:25:15.984] [E/3] [info] [Task Finished] Resolve in 0.076535s
[2021-03-28 20:25:15.988] [E/4] [info] [Task Finished] Resolve in 0.076576s
[2021-03-28 20:25:15.993] [E/12] [info] [Task Finished] Resolve in 0.078817s
[2021-03-28 20:25:15.996] [E/1] [info] [Task Finished] Resolve in 0.081299s
[2021-03-28 20:25:15.996] [E/6] [info] [Task Finished] Resolve in 0.081631s
[2021-03-28 20:25:15.999] [E/11] [info] [Task Finished] Resolve in 0.081507s
[2021-03-28 20:25:16.000] [E/7] [info] [Task Finished] Resolve in 0.078440s
[2021-03-28 20:25:16.000] [E/2] [info] [Task Finished] Resolve in 0.080571s
[2021-03-28 20:25:16.002] [driver] [info] [Task Finished] Resolve in 0.087435s
[2021-03-28 20:25:16.005] [E/9] [info] [Task Finished] Resolve in 0.087506s
[2021-03-28 20:25:16.008] [E/14] [info] [Task Finished] Resolve in 0.087173s
[2021-03-28 20:25:16.012] [E/10] [info] [Task Finished] Resolve in 0.132846s
[2021-03-28 20:25:16.019] [E/5] [info] [Task Finished] Resolve in 0.081021s
[2021-03-28 20:25:16.045] [E/15] [info] [Task Finished] Resolve in 0.154784s
[2021-03-28 20:25:16.053] [E/8] [info] [Task Finished] Resolve in 0.109137s
[2021-03-28 20:25:16.063] [E/3] [info] [Task Finished] Resolve in 0.079057s
[2021-03-28 20:25:16.072] [E/12] [info] [Task Finished] Resolve in 0.079039s
[2021-03-28 20:25:16.078] [E/11] [info] [Task Finished] Resolve in 0.078480s
[2021-03-28 20:25:16.079] [E/2] [info] [Task Finished] Resolve in 0.078548s
[2021-03-28 20:25:16.081] [E/4] [info] [Task Finished] Resolve in 0.092098s
[2021-03-28 20:25:16.081] [E/6] [info] [Task Finished] Resolve in 0.084490s
[2021-03-28 20:25:16.085] [driver] [info] [Task Finished] Resolve in 0.083242s
[2021-03-28 20:25:16.092] [E/10] [info] [Task Finished] Resolve in 0.079224s
[2021-03-28 20:25:16.094] [E/7] [info] [Task Finished] Resolve in 0.094005s
[2021-03-28 20:25:16.095] [E/5] [info] [Task Finished] Resolve in 0.076076s
[2021-03-28 20:25:16.096] [E/14] [info] [Task Finished] Resolve in 0.088617s
[2021-03-28 20:25:16.102] [E/13] [info] [Task Finished] Resolve in 0.158004s
[2021-03-28 20:25:16.112] [E/9] [info] [Task Finished] Resolve in 0.107390s
[2021-03-28 20:25:16.123] [E/15] [info] [Task Finished] Resolve in 0.078372s
[2021-03-28 20:25:16.143] [E/8] [info] [Task Finished] Resolve in 0.090639s
[2021-03-28 20:25:16.145] [E/3] [info] [Task Finished] Resolve in 0.081163s
[2021-03-28 20:25:16.149] [E/1] [info] [Task Finished] Resolve in 0.153115s
[2021-03-28 20:25:16.154] [E/2] [info] [Task Finished] Resolve in 0.074744s
[2021-03-28 20:25:16.154] [E/12] [info] [Task Finished] Resolve in 0.081827s
[2021-03-28 20:25:16.157] [E/11] [info] [Task Finished] Resolve in 0.079807s
[2021-03-28 20:25:16.168] [driver] [info] [Task Finished] Resolve in 0.082809s
[2021-03-28 20:25:16.173] [E/4] [info] [Task Finished] Resolve in 0.092633s
[2021-03-28 20:25:16.175] [E/6] [info] [Task Finished] Resolve in 0.094719s
[2021-03-28 20:25:16.221] [E/10] [info] [Task Finished] Resolve in 0.129626s
[2021-03-28 20:25:16.241] [E/7] [info] [Task Finished] Resolve in 0.147215s
[2021-03-28 20:25:16.242] [local ee] [info] slow path resolved 288283/288283 exceptions in 0.58869s
[2021-03-28 20:25:16.242] [local ee] [info] slow path for Stage 3: total wall clock time: 7.6023s, time to process 1 row via slow path: 0.026371ms
[2021-03-28 20:25:16.242] [global] [info] [Transform Stage] Stage 3 completed 86 resolve tasks in 0.588724s

[2021-03-28 20:25:16.651] [global] [info] Writing 14304381 rows as output to file (2.78 GB)
[2021-03-28 20:25:16.974] [E/10] [info] [Task Finished] write to file in 0.322443s (892594 rows, 178.31 MB)
[2021-03-28 20:25:16.975] [E/8] [info] [Task Finished] write to file in 0.323757s (913340 rows, 182.57 MB)
[2021-03-28 20:25:16.985] [E/14] [info] [Task Finished] write to file in 0.333720s (941522 rows, 187.20 MB)
[2021-03-28 20:25:16.986] [E/6] [info] [Task Finished] write to file in 0.334968s (924895 rows, 183.72 MB)
[2021-03-28 20:25:16.987] [E/3] [info] [Task Finished] write to file in 0.335569s (962345 rows, 191.30 MB)
[2021-03-28 20:25:16.987] [E/12] [info] [Task Finished] write to file in 0.335778s (937607 rows, 187.01 MB)
[2021-03-28 20:25:16.990] [E/2] [info] [Task Finished] write to file in 0.338633s (952475 rows, 189.54 MB)
[2021-03-28 20:25:16.991] [E/4] [info] [Task Finished] write to file in 0.339529s (971702 rows, 193.69 MB)
[2021-03-28 20:25:16.993] [driver] [info] [Task Finished] write to file in 0.341108s (943257 rows, 187.98 MB)
[2021-03-28 20:25:16.995] [E/5] [info] [Task Finished] write to file in 0.343212s (972313 rows, 193.26 MB)
[2021-03-28 20:25:16.995] [E/15] [info] [Task Finished] write to file in 0.343382s (968506 rows, 193.28 MB)
[2021-03-28 20:25:16.996] [E/13] [info] [Task Finished] write to file in 0.344234s (984982 rows, 195.76 MB)
[2021-03-28 20:25:17.002] [E/7] [info] [Task Finished] write to file in 0.350459s (1023547 rows, 203.63 MB)
[2021-03-28 20:25:17.002] [E/11] [info] [Task Finished] write to file in 0.350954s (1010746 rows, 200.70 MB)
[2021-03-28 20:25:17.047] [E/1] [info] [Task Finished] write to file in 0.395720s (904550 rows, 180.95 MB)
[2021-03-28 20:25:17.047] [global] [info] writing output took 0.805614s
[2021-03-28 20:25:17.047] [global] [info] [Transform Stage] Stage 3 completed 86 sink tasks in 0.805682s
[2021-03-28 20:25:17.047] [global] [info] [Transform Stage] Stage 3 took 6.70218s
[2021-03-28 20:25:17.047] [global] [info] Query Execution took 8.37435s. (planning: 1.1594s, execution: 7.21495s)
>>> 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: 0.28647851943969727
Tuplex job time: 8.948431491851807 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":0.149593,"llvm_optimization_time_s":0.871526,"llvm_compilation_time_s":0.471887,"total_compilation_time_s":1.7221,"sampling_time_s":0.511249,"stages":[{"stage_no":2,"fast_path_wall_time_s":0.00348551,"fast_path_time_s":0.00366521,"fast_path_per_row_time_ns":1807.84,"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":0.00957015,"fast_path_time_s":0.00974366,"fast_path_per_row_time_ns":1029.05,"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":0.00944725,"fast_path_time_s":0.00962413,"fast_path_per_row_time_ns":1015.83,"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":54.5131,"fast_path_time_s":4.07523,"fast_path_per_row_time_ns":3891.09,"slow_path_wall_time_s":7.6023,"slow_path_time_s":0.58869,"slow_path_per_row_time_ns":26371}]}
{"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": 0.28647851943969727, "jobTime": 8.948431491851807}
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:17.087] [local execution engine] [info] Stopped local executor E/1
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:17.107] [local execution engine] [info] Stopped local executor E/2
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:25:17.126] [local execution engine] [info] Stopped local executor E/3
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:17.146] [local execution engine] [info] Stopped local executor E/4
[GLOBAL] releasing 10 active partitions
[2021-03-28 20:25:17.165] [local execution engine] [info] Stopped local executor E/5
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:17.183] [local execution engine] [info] Stopped local executor E/6
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:25:17.204] [local execution engine] [info] Stopped local executor E/7
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:17.225] [local execution engine] [info] Stopped local executor E/8
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:17.244] [local execution engine] [info] Stopped local executor E/9
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:17.263] [local execution engine] [info] Stopped local executor E/10
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:17.283] [local execution engine] [info] Stopped local executor E/11
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:17.304] [local execution engine] [info] Stopped local executor E/12
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:17.324] [local execution engine] [info] Stopped local executor E/13
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:17.344] [local execution engine] [info] Stopped local executor E/14
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:17.363] [local execution engine] [info] Stopped local executor E/15
[GLOBAL] Local engine terminated.
[GLOBAL] releasing 15 active partitions
