[2021-03-28 20:25:17.785] [global] [error] could not find backend, defaulting to local
[2021-03-28 20:25:17.785] [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 20:25:17.785] [local ee] [info] initializing LLVM backend
[2021-03-28 20:25:17.785] [local ee] [warning] init JIT compiler also only in local mode
[2021-03-28 20:25:17.786] [LLVM] [info] compiling code for skylake-avx512
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.786] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.787] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.787] [memory] [info] allocated bitmap managed memory region (6.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/1 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/2 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/1] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/2] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/3 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/1] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/2] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/3] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/4 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/3] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/4] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/5 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/6 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/5] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/4] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/7 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/6] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/5] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/7] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/8 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/6] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/8] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/7] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/9 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/9] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/8] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/9] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/10 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/10] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/11 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/10] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/11] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/12 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/12] [info] starting detached process queue
[2021-03-28 20:25:17.787] [E/11] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/13 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/12] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/13] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/14 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/14] [info] starting detached process queue
[2021-03-28 20:25:17.787] [local execution engine] [info] started local executor E/15 (6.00 GB, 32.00 MB default partition size)
[2021-03-28 20:25:17.787] [E/13] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [memory] [info] allocated bitmap managed memory region (10.00 GB, 32.00 MB block size)
[2021-03-28 20:25:17.787] [E/15] [info] starting detached process queue
[2021-03-28 20:25:17.787] [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 20:25:17.787] [E/14] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.787] [E/15] [info] initialized runtime memory (4.00 MB)
[2021-03-28 20:25:17.788] [fileinputoperator] [info] found 23 files (5.89 GB) to process.
[2021-03-28 20:25:17.788] [global] [info] sampled file:///data/flights_small/flights_on_time_performance_2019_11.csv on 256.00 KB
[2021-03-28 20:25:17.937] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:17.944] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:17.949] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:17.954] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:17.982] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.000] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.011] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.012] [fileinputoperator] [info] found 1 file (81.54 KB) to process.
[2021-03-28 20:25:18.012] [global] [info] sampled file:///code/benchmark/flights/data/L_CARRIER_HISTORY.csv on 81.55 KB
[2021-03-28 20:25:18.057] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.066] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.077] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.078] [fileinputoperator] [info] found 1 file (742.61 KB) to process.
[2021-03-28 20:25:18.078] [global] [info] sampled file:///code/benchmark/flights/data/GlobalAirportDatabase.txt on 256.00 KB
[2021-03-28 20:25:18.356] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:18.371] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:18.385] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:18.400] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:18.400] [global] [error] contains an assign operator - can't break down filter
[2021-03-28 20:25:18.521] [logical planner] [info] logical optimization took 0.149725ms
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 20:25:18.528] [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 20:25:18.529] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:18.529] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:25:18.531] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:18.531] [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 20:25:18.560] [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 20:25:18.561] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:18.561] [codegen] [info] generating lambda function for (str) -> Option[str]
[2021-03-28 20:25:18.563] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:18.563] [codegen] [info] generating lambda function for (Option[str]) -> Option[str]
[2021-03-28 20:25:18.586] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.586] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:18.587] [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 20:25:18.587] [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 20:25:18.588] [codegen] [info] generating lambda function for ((str,str)) -> str
[2021-03-28 20:25:18.588] [codegen] [info] generating lambda function for ((str,str,str)) -> i64
[2021-03-28 20:25:18.589] [codegen] [info] generating function extractDefunctYear for ((str,str,str,i64)) -> Option[i64]
[2021-03-28 20:25:18.590] [codegen] [info] generating lambda function for ((Option[str],Option[str])) -> str
[2021-03-28 20:25:18.591] [codegen] [info] generating lambda function for ((Option[str],Option[str],str)) -> i64
[2021-03-28 20:25:18.591] [codegen] [info] generating function extractDefunctYear for ((Option[str],Option[str],str,i64)) -> Option[i64]
[2021-03-28 20:25:19.030] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.035] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.039] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.044] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.057] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.071] [global] [info] performing static typing for UDF in operator withColumn
start checking retyping here!!!
[2021-03-28 20:25:19.076] [global] [info] performing static typing for UDF in operator withColumn
[2021-03-28 20:25:19.389] [global] [info] performing static typing for UDF in operator map
[2021-03-28 20:25:19.389] [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 20:25:19.390] [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 20:25:19.390] [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 20:25:19.391] [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 20:25:19.392] [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 20:25:19.393] [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 20:25:19.394] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:25:19.395] [codegen] [info] generating lambda function for (i64) -> Option[str]
[2021-03-28 20:25:19.396] [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 20:25:19.397] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:25:19.398] [codegen] [info] generating lambda function for (f64) -> boolean
[2021-03-28 20:25:19.399] [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 20:25:19.400] [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 20:25:19.401] [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 20:25:19.403] [codegen] [info] generating lambda function for (f64) -> f64
[2021-03-28 20:25:19.404] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:25:19.404] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.406] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.407] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.408] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.409] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.410] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.411] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.412] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.413] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.415] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.416] [codegen] [info] generating lambda function for (f64) -> i64
[2021-03-28 20:25:19.417] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.418] [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 20:25:19.427] [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 20:25:19.428] [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 20:25:19.430] [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 20:25:19.431] [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 20:25:19.432] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:25:19.433] [codegen] [info] generating lambda function for (Option[i64]) -> Option[str]
[2021-03-28 20:25:19.434] [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 20:25:19.435] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:25:19.436] [codegen] [info] generating lambda function for (Option[f64]) -> boolean
[2021-03-28 20:25:19.437] [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 20:25:19.439] [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 20:25:19.440] [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 20:25:19.442] [codegen] [info] generating lambda function for (Option[f64]) -> f64
[2021-03-28 20:25:19.443] [codegen] [info] generating lambda function for (str) -> str
[2021-03-28 20:25:19.444] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.445] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.447] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.448] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.449] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.451] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.452] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.453] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.454] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.456] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.457] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.458] [codegen] [info] generating lambda function for (Option[f64]) -> i64
[2021-03-28 20:25:19.459] [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 20:25:19.514] [global] [info] Stage3 depends on: Stage2 Stage1 Stage0 
[2021-03-28 20:25:19.514] [global] [info] Stage2 depends on: 
[2021-03-28 20:25:19.517] [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 20:25:19.639] [global] [info] Optimization via LLVM passes took 0.122034 ms
[2021-03-28 20:25:19.704] [global] [info] Compiled code paths for stage 2 in 0.06 ms
[2021-03-28 20:25:19.704] [global] [info] [Transform Stage] Stage 2 compiled to x86 in 0.190504s
[2021-03-28 20:25:19.704] [local ee] [info] split /code/benchmark/flights/data/L_CARRIER_HISTORY.csv into 1 task
[2021-03-28 20:25:19.708] [E/1] [info] [Task Finished] Transform to in-memory hash table in 0.003501s (1928 normal rows, 0 exceptions, 1726 buckets)
[2021-03-28 20:25:19.708] [global] [info] [Transform Stage] Stage 2 completed 1 load&transform tasks in 0.00366532s
[2021-03-28 20:25:19.708] [global] [info] [Transform Stage] Stage 2 total wall clock time: 0.00350112s, 1928 input rows, time to process 1 row via fast path: 0.00181593ms
[2021-03-28 20:25:19.708] [global] [info] [Transform Stage] Stage 2 completed 1 sink tasks in 2.788e-06s
[2021-03-28 20:25:19.708] [global] [info] [Transform Stage] Stage 2 took 0.194196s
[2021-03-28 20:25:19.708] [global] [info] Stage1 depends on: 
[2021-03-28 20:25:19.711] [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 20:25:19.811] [global] [info] Optimization via LLVM passes took 0.099960 ms
[2021-03-28 20:25:19.857] [global] [info] Compiled code paths for stage 1 in 0.05 ms
[2021-03-28 20:25:19.857] [global] [info] [Transform Stage] Stage 1 compiled to x86 in 0.149453s
[2021-03-28 20:25:19.857] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:25:19.867] [E/1] [info] [Task Finished] Transform to in-memory hash table in 0.009470s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:25:19.867] [global] [info] [Transform Stage] Stage 1 completed 1 load&transform tasks in 0.00962582s
[2021-03-28 20:25:19.867] [global] [info] [Transform Stage] Stage 1 total wall clock time: 0.00946983s, 9300 input rows, time to process 1 row via fast path: 0.00101826ms
[2021-03-28 20:25:19.867] [global] [info] [Transform Stage] Stage 1 completed 1 sink tasks in 2.316e-06s
[2021-03-28 20:25:19.867] [global] [info] [Transform Stage] Stage 1 took 0.159106s
[2021-03-28 20:25:19.867] [global] [info] Stage0 depends on: 
[2021-03-28 20:25:19.870] [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 20:25:19.970] [global] [info] Optimization via LLVM passes took 0.099771 ms
[2021-03-28 20:25:20.016] [global] [info] Compiled code paths for stage 0 in 0.05 ms
[2021-03-28 20:25:20.016] [global] [info] [Transform Stage] Stage 0 compiled to x86 in 0.149168s
[2021-03-28 20:25:20.016] [local ee] [info] split /code/benchmark/flights/data/GlobalAirportDatabase.txt into 1 task
[2021-03-28 20:25:20.025] [E/1] [info] [Task Finished] Transform to in-memory hash table in 0.008613s (3562 normal rows, 0 exceptions, 3512 buckets)
[2021-03-28 20:25:20.025] [global] [info] [Transform Stage] Stage 0 completed 1 load&transform tasks in 0.00876861s
[2021-03-28 20:25:20.025] [global] [info] [Transform Stage] Stage 0 total wall clock time: 0.00861261s, 9300 input rows, time to process 1 row via fast path: 0.000926087ms
[2021-03-28 20:25:20.025] [global] [info] [Transform Stage] Stage 0 completed 1 sink tasks in 2.316e-06s
[2021-03-28 20:25:20.025] [global] [info] [Transform Stage] Stage 0 took 0.157972s
[2021-03-28 20:25:20.944] [global] [info] Optimization via LLVM passes took 0.873531 ms
[2021-03-28 20:25:21.259] [global] [info] Compiled code paths for stage 3 in 0.32 ms
[2021-03-28 20:25:21.259] [global] [info] [Transform Stage] Stage 3 compiled to x86 in 1.23436s
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_11.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_10.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_09.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_08.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_07.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_06.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_05.csv into 4 tasks
[2021-03-28 20:25:21.259] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_04.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_03.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_02.csv into 3 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2019_01.csv into 3 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_12.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_11.csv into 3 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_10.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_09.csv into 3 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_08.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_07.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_06.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_05.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_04.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_03.csv into 4 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_02.csv into 3 tasks
[2021-03-28 20:25:21.260] [local ee] [info] split /data/flights_small/flights_on_time_performance_2018_01.csv into 3 tasks
[2021-03-28 20:25:21.831] [E/1] [info] [Task Finished] Transform to mem in 0.570608s (147676 normal rows, 1031 exceptions)
[2021-03-28 20:25:21.832] [E/9] [info] [Task Finished] Transform to mem in 0.571792s (147124 normal rows, 2886 exceptions)
[2021-03-28 20:25:21.834] [E/13] [info] [Task Finished] Transform to mem in 0.573899s (147343 normal rows, 3389 exceptions)
[2021-03-28 20:25:21.836] [E/5] [info] [Task Finished] Transform to mem in 0.576366s (147634 normal rows, 1820 exceptions)
[2021-03-28 20:25:21.838] [E/10] [info] [Task Finished] Transform to mem in 0.578542s (147013 normal rows, 1583 exceptions)
[2021-03-28 20:25:21.839] [E/15] [info] [Task Finished] Transform to mem in 0.579016s (146336 normal rows, 3459 exceptions)
[2021-03-28 20:25:21.839] [E/2] [info] [Task Finished] Transform to mem in 0.579228s (148705 normal rows, 1224 exceptions)
[2021-03-28 20:25:21.840] [E/11] [info] [Task Finished] Transform to mem in 0.580342s (146867 normal rows, 2625 exceptions)
[2021-03-28 20:25:21.841] [E/6] [info] [Task Finished] Transform to mem in 0.580946s (149150 normal rows, 1076 exceptions)
[2021-03-28 20:25:21.843] [E/4] [info] [Task Finished] Transform to mem in 0.582970s (147491 normal rows, 2223 exceptions)
[2021-03-28 20:25:21.844] [E/12] [info] [Task Finished] Transform to mem in 0.584361s (147356 normal rows, 2414 exceptions)
[2021-03-28 20:25:21.845] [E/8] [info] [Task Finished] Transform to mem in 0.585263s (148648 normal rows, 1689 exceptions)
[2021-03-28 20:25:21.873] [E/3] [info] [Task Finished] Transform to mem in 0.613162s (156053 normal rows, 1402 exceptions)
[2021-03-28 20:25:21.883] [E/14] [info] [Task Finished] Transform to mem in 0.623083s (156932 normal rows, 2574 exceptions)
[2021-03-28 20:25:22.003] [driver] [info] [Task Finished] Transform to mem in 0.743490s (190258 normal rows, 1898 exceptions)
[2021-03-28 20:25:22.084] [E/7] [info] [Task Finished] Transform to mem in 0.823773s (208988 normal rows, 4803 exceptions)
[2021-03-28 20:25:22.406] [E/1] [info] [Task Finished] Transform to mem in 0.575864s (147152 normal rows, 3302 exceptions)
[2021-03-28 20:25:22.407] [E/9] [info] [Task Finished] Transform to mem in 0.575393s (145306 normal rows, 3738 exceptions)
[2021-03-28 20:25:22.408] [E/13] [info] [Task Finished] Transform to mem in 0.574289s (146306 normal rows, 3351 exceptions)
[2021-03-28 20:25:22.409] [E/2] [info] [Task Finished] Transform to mem in 0.569635s (144695 normal rows, 4754 exceptions)
[2021-03-28 20:25:22.413] [E/6] [info] [Task Finished] Transform to mem in 0.572468s (145230 normal rows, 3609 exceptions)
[2021-03-28 20:25:22.416] [E/10] [info] [Task Finished] Transform to mem in 0.577472s (146257 normal rows, 2081 exceptions)
[2021-03-28 20:25:22.418] [E/12] [info] [Task Finished] Transform to mem in 0.573996s (146366 normal rows, 3947 exceptions)
[2021-03-28 20:25:22.419] [E/15] [info] [Task Finished] Transform to mem in 0.579735s (146143 normal rows, 3024 exceptions)
[2021-03-28 20:25:22.419] [E/4] [info] [Task Finished] Transform to mem in 0.576229s (146022 normal rows, 3033 exceptions)
[2021-03-28 20:25:22.452] [E/3] [info] [Task Finished] Transform to mem in 0.578523s (145442 normal rows, 5129 exceptions)
[2021-03-28 20:25:22.460] [E/14] [info] [Task Finished] Transform to mem in 0.576618s (146071 normal rows, 2428 exceptions)
[2021-03-28 20:25:22.578] [driver] [info] [Task Finished] Transform to mem in 0.574324s (146274 normal rows, 4308 exceptions)
[2021-03-28 20:25:22.584] [E/11] [info] [Task Finished] Transform to mem in 0.743802s (187821 normal rows, 5945 exceptions)
[2021-03-28 20:25:22.587] [E/8] [info] [Task Finished] Transform to mem in 0.741981s (187623 normal rows, 4462 exceptions)
[2021-03-28 20:25:22.663] [E/5] [info] [Task Finished] Transform to mem in 0.826814s (209176 normal rows, 4857 exceptions)
[2021-03-28 20:25:22.718] [E/7] [info] [Task Finished] Transform to mem in 0.634532s (161835 normal rows, 4138 exceptions)
[2021-03-28 20:25:22.979] [E/9] [info] [Task Finished] Transform to mem in 0.571790s (146745 normal rows, 2502 exceptions)
[2021-03-28 20:25:22.981] [E/6] [info] [Task Finished] Transform to mem in 0.567759s (144188 normal rows, 4844 exceptions)
[2021-03-28 20:25:22.984] [E/13] [info] [Task Finished] Transform to mem in 0.575993s (146560 normal rows, 2826 exceptions)
[2021-03-28 20:25:22.986] [E/1] [info] [Task Finished] Transform to mem in 0.579924s (146881 normal rows, 3309 exceptions)
[2021-03-28 20:25:22.987] [E/10] [info] [Task Finished] Transform to mem in 0.570695s (144986 normal rows, 5198 exceptions)
[2021-03-28 20:25:22.993] [E/4] [info] [Task Finished] Transform to mem in 0.573799s (144158 normal rows, 6268 exceptions)
[2021-03-28 20:25:22.997] [E/15] [info] [Task Finished] Transform to mem in 0.578583s (144926 normal rows, 4651 exceptions)
[2021-03-28 20:25:23.039] [E/14] [info] [Task Finished] Transform to mem in 0.579209s (150131 normal rows, 2104 exceptions)
[2021-03-28 20:25:23.125] [E/2] [info] [Task Finished] Transform to mem in 0.715844s (182052 normal rows, 4932 exceptions)
[2021-03-28 20:25:23.157] [E/11] [info] [Task Finished] Transform to mem in 0.572705s (147089 normal rows, 2183 exceptions)
[2021-03-28 20:25:23.162] [driver] [info] [Task Finished] Transform to mem in 0.583878s (157646 normal rows, 1769 exceptions)
[2021-03-28 20:25:23.167] [E/8] [info] [Task Finished] Transform to mem in 0.579881s (147935 normal rows, 2049 exceptions)
[2021-03-28 20:25:23.240] [E/5] [info] [Task Finished] Transform to mem in 0.576928s (151381 normal rows, 1619 exceptions)
[2021-03-28 20:25:23.292] [E/7] [info] [Task Finished] Transform to mem in 0.574055s (147761 normal rows, 1365 exceptions)
[2021-03-28 20:25:23.337] [E/12] [info] [Task Finished] Transform to mem in 0.919090s (230201 normal rows, 6819 exceptions)
[2021-03-28 20:25:23.556] [E/3] [info] [Task Finished] Transform to mem in 1.104262s (280278 normal rows, 7103 exceptions)
[2021-03-28 20:25:23.556] [E/6] [info] [Task Finished] Transform to mem in 0.574946s (147922 normal rows, 1714 exceptions)
[2021-03-28 20:25:23.562] [E/13] [info] [Task Finished] Transform to mem in 0.577814s (150687 normal rows, 1323 exceptions)
[2021-03-28 20:25:23.571] [E/4] [info] [Task Finished] Transform to mem in 0.577646s (147946 normal rows, 2721 exceptions)
[2021-03-28 20:25:23.573] [E/1] [info] [Task Finished] Transform to mem in 0.586794s (158753 normal rows, 1398 exceptions)
[2021-03-28 20:25:23.584] [E/15] [info] [Task Finished] Transform to mem in 0.586715s (156854 normal rows, 1998 exceptions)
[2021-03-28 20:25:23.653] [E/10] [info] [Task Finished] Transform to mem in 0.665909s (172209 normal rows, 1332 exceptions)
[2021-03-28 20:25:23.711] [E/2] [info] [Task Finished] Transform to mem in 0.586775s (162164 normal rows, 3490 exceptions)
[2021-03-28 20:25:23.734] [E/11] [info] [Task Finished] Transform to mem in 0.577318s (146575 normal rows, 3847 exceptions)
[2021-03-28 20:25:23.737] [driver] [info] [Task Finished] Transform to mem in 0.574918s (145394 normal rows, 3360 exceptions)
[2021-03-28 20:25:23.822] [E/5] [info] [Task Finished] Transform to mem in 0.581423s (155776 normal rows, 4384 exceptions)
[2021-03-28 20:25:23.865] [E/7] [info] [Task Finished] Transform to mem in 0.572783s (146157 normal rows, 2732 exceptions)
[2021-03-28 20:25:23.913] [E/12] [info] [Task Finished] Transform to mem in 0.575103s (151708 normal rows, 3129 exceptions)
[2021-03-28 20:25:23.939] [E/8] [info] [Task Finished] Transform to mem in 0.772356s (196326 normal rows, 4630 exceptions)
[2021-03-28 20:25:24.117] [E/9] [info] [Task Finished] Transform to mem in 1.138245s (297336 normal rows, 4447 exceptions)
[2021-03-28 20:25:24.141] [E/6] [info] [Task Finished] Transform to mem in 0.584413s (159355 normal rows, 6330 exceptions)
[2021-03-28 20:25:24.143] [E/4] [info] [Task Finished] Transform to mem in 0.571983s (146104 normal rows, 2822 exceptions)
[2021-03-28 20:25:24.145] [E/13] [info] [Task Finished] Transform to mem in 0.582585s (149378 normal rows, 2019 exceptions)
[2021-03-28 20:25:24.165] [E/14] [info] [Task Finished] Transform to mem in 1.126490s (290677 normal rows, 4780 exceptions)
[2021-03-28 20:25:24.171] [E/15] [info] [Task Finished] Transform to mem in 0.586950s (162883 normal rows, 2436 exceptions)
[2021-03-28 20:25:24.236] [E/10] [info] [Task Finished] Transform to mem in 0.583392s (148352 normal rows, 2228 exceptions)
[2021-03-28 20:25:24.275] [E/1] [info] [Task Finished] Transform to mem in 0.701972s (178286 normal rows, 2542 exceptions)
[2021-03-28 20:25:24.284] [E/2] [info] [Task Finished] Transform to mem in 0.572168s (147282 normal rows, 2806 exceptions)
[2021-03-28 20:25:24.324] [driver] [info] [Task Finished] Transform to mem in 0.587519s (164202 normal rows, 2216 exceptions)
[2021-03-28 20:25:24.340] [E/3] [info] [Task Finished] Transform to mem in 0.784352s (198072 normal rows, 3847 exceptions)
[2021-03-28 20:25:24.399] [E/11] [info] [Task Finished] Transform to mem in 0.664379s (168740 normal rows, 2366 exceptions)
[2021-03-28 20:25:24.405] [E/5] [info] [Task Finished] Transform to mem in 0.583596s (149776 normal rows, 2157 exceptions)
[2021-03-28 20:25:24.440] [E/7] [info] [Task Finished] Transform to mem in 0.574721s (147097 normal rows, 1795 exceptions)
[2021-03-28 20:25:24.496] [E/12] [info] [Task Finished] Transform to mem in 0.583364s (147798 normal rows, 2252 exceptions)
[2021-03-28 20:25:24.528] [E/8] [info] [Task Finished] Transform to mem in 0.588066s (164752 normal rows, 4593 exceptions)
[2021-03-28 20:25:24.698] [E/9] [info] [Task Finished] Transform to mem in 0.581139s (148621 normal rows, 3259 exceptions)
[2021-03-28 20:25:24.709] [E/6] [info] [Task Finished] Transform to mem in 0.568391s (144647 normal rows, 5022 exceptions)
[2021-03-28 20:25:24.720] [E/13] [info] [Task Finished] Transform to mem in 0.575664s (147721 normal rows, 3018 exceptions)
[2021-03-28 20:25:24.747] [E/14] [info] [Task Finished] Transform to mem in 0.581156s (147977 normal rows, 1128 exceptions)
[2021-03-28 20:25:24.774] [E/4] [info] [Task Finished] Transform to mem in 0.631080s (158507 normal rows, 6380 exceptions)
[2021-03-28 20:25:24.827] [E/10] [info] [Task Finished] Transform to mem in 0.590521s (162807 normal rows, 5984 exceptions)
[2021-03-28 20:25:24.848] [E/1] [info] [Task Finished] Transform to mem in 0.573019s (144142 normal rows, 5294 exceptions)
[2021-03-28 20:25:25.045] [E/15] [info] [Task Finished] Transform to mem in 0.874137s (234581 normal rows, 6943 exceptions)
[2021-03-28 20:25:25.331] [E/2] [info] [Task Finished] Transform to mem in 1.047019s (266739 normal rows, 7818 exceptions)
[2021-03-28 20:25:25.331] [global] [info] [Transform Stage] Stage 3 completed 86 load&transform tasks in 4.07151s
[2021-03-28 20:25:25.331] [global] [info] [Transform Stage] Stage 3 total wall clock time: 54.4697s, 14009720 input rows, time to process 1 row via fast path: 0.003888ms
[2021-03-28 20:25:25.331] [global] [info] Exception details: 
+------------+-------------------------------------+--------+
| OperatorID | Exception                           | Count  |
+------------+-------------------------------------+--------+
| 100000     | tuplex.internal.BadParseStringInput | 288283 |
+------------+-------------------------------------+--------+
[2021-03-28 20:25:25.353] [local ee] [info] compiled pure python pipeline in 0.021631s
[2021-03-28 20:25:25.353] [local ee] [info] creating hybrid intermediates took 0.000018s
[2021-03-28 20:25:25.353] [local ee] [info] Created 86 resolve tasks in 0.000714s
[2021-03-28 20:25:25.353] [local ee] [info] 86/86 tasks require executing the slow path.
[2021-03-28 20:25:25.427] [E/1] [info] [Task Finished] Resolve in 0.073987s
[2021-03-28 20:25:25.430] [E/7] [info] [Task Finished] Resolve in 0.076251s
[2021-03-28 20:25:25.430] [E/8] [info] [Task Finished] Resolve in 0.076291s
[2021-03-28 20:25:25.430] [E/3] [info] [Task Finished] Resolve in 0.076657s
[2021-03-28 20:25:25.431] [E/5] [info] [Task Finished] Resolve in 0.077370s
[2021-03-28 20:25:25.431] [E/2] [info] [Task Finished] Resolve in 0.077845s
[2021-03-28 20:25:25.432] [E/15] [info] [Task Finished] Resolve in 0.078638s
[2021-03-28 20:25:25.432] [E/12] [info] [Task Finished] Resolve in 0.079170s
[2021-03-28 20:25:25.433] [E/14] [info] [Task Finished] Resolve in 0.079469s
[2021-03-28 20:25:25.433] [E/10] [info] [Task Finished] Resolve in 0.079669s
[2021-03-28 20:25:25.433] [E/13] [info] [Task Finished] Resolve in 0.080113s
[2021-03-28 20:25:25.434] [E/11] [info] [Task Finished] Resolve in 0.080872s
[2021-03-28 20:25:25.435] [E/9] [info] [Task Finished] Resolve in 0.081314s
[2021-03-28 20:25:25.438] [E/6] [info] [Task Finished] Resolve in 0.084756s
[2021-03-28 20:25:25.452] [E/4] [info] [Task Finished] Resolve in 0.098664s
[2021-03-28 20:25:25.468] [driver] [info] [Task Finished] Resolve in 0.114746s
[2021-03-28 20:25:25.508] [E/1] [info] [Task Finished] Resolve in 0.081107s
[2021-03-28 20:25:25.509] [E/2] [info] [Task Finished] Resolve in 0.077647s
[2021-03-28 20:25:25.510] [E/8] [info] [Task Finished] Resolve in 0.080771s
[2021-03-28 20:25:25.511] [E/7] [info] [Task Finished] Resolve in 0.081647s
[2021-03-28 20:25:25.512] [E/5] [info] [Task Finished] Resolve in 0.081303s
[2021-03-28 20:25:25.512] [E/13] [info] [Task Finished] Resolve in 0.078694s
[2021-03-28 20:25:25.513] [E/14] [info] [Task Finished] Resolve in 0.080074s
[2021-03-28 20:25:25.513] [E/12] [info] [Task Finished] Resolve in 0.080743s
[2021-03-28 20:25:25.514] [E/15] [info] [Task Finished] Resolve in 0.081859s
[2021-03-28 20:25:25.514] [E/3] [info] [Task Finished] Resolve in 0.083991s
[2021-03-28 20:25:25.517] [E/11] [info] [Task Finished] Resolve in 0.082770s
[2021-03-28 20:25:25.519] [E/10] [info] [Task Finished] Resolve in 0.086139s
[2021-03-28 20:25:25.544] [E/6] [info] [Task Finished] Resolve in 0.105690s
[2021-03-28 20:25:25.544] [E/9] [info] [Task Finished] Resolve in 0.109809s
[2021-03-28 20:25:25.557] [driver] [info] [Task Finished] Resolve in 0.089277s
[2021-03-28 20:25:25.568] [E/4] [info] [Task Finished] Resolve in 0.115998s
[2021-03-28 20:25:25.586] [E/1] [info] [Task Finished] Resolve in 0.077455s
[2021-03-28 20:25:25.589] [E/8] [info] [Task Finished] Resolve in 0.078579s
[2021-03-28 20:25:25.592] [E/3] [info] [Task Finished] Resolve in 0.077830s
[2021-03-28 20:25:25.592] [E/2] [info] [Task Finished] Resolve in 0.083053s
[2021-03-28 20:25:25.592] [E/7] [info] [Task Finished] Resolve in 0.080852s
[2021-03-28 20:25:25.592] [E/12] [info] [Task Finished] Resolve in 0.079064s
[2021-03-28 20:25:25.596] [E/14] [info] [Task Finished] Resolve in 0.082915s
[2021-03-28 20:25:25.596] [E/5] [info] [Task Finished] Resolve in 0.084094s
[2021-03-28 20:25:25.598] [E/10] [info] [Task Finished] Resolve in 0.078769s
[2021-03-28 20:25:25.599] [E/13] [info] [Task Finished] Resolve in 0.086850s
[2021-03-28 20:25:25.599] [E/11] [info] [Task Finished] Resolve in 0.082262s
[2021-03-28 20:25:25.616] [E/15] [info] [Task Finished] Resolve in 0.101880s
[2021-03-28 20:25:25.621] [E/9] [info] [Task Finished] Resolve in 0.076090s
[2021-03-28 20:25:25.621] [E/6] [info] [Task Finished] Resolve in 0.077368s
[2021-03-28 20:25:25.663] [E/1] [info] [Task Finished] Resolve in 0.076705s
[2021-03-28 20:25:25.666] [E/8] [info] [Task Finished] Resolve in 0.076513s
[2021-03-28 20:25:25.671] [E/3] [info] [Task Finished] Resolve in 0.078698s
[2021-03-28 20:25:25.673] [E/2] [info] [Task Finished] Resolve in 0.081203s
[2021-03-28 20:25:25.673] [E/7] [info] [Task Finished] Resolve in 0.081356s
[2021-03-28 20:25:25.678] [E/5] [info] [Task Finished] Resolve in 0.081531s
[2021-03-28 20:25:25.678] [E/11] [info] [Task Finished] Resolve in 0.078576s
[2021-03-28 20:25:25.679] [E/10] [info] [Task Finished] Resolve in 0.080906s
[2021-03-28 20:25:25.680] [E/12] [info] [Task Finished] Resolve in 0.087434s
[2021-03-28 20:25:25.683] [E/14] [info] [Task Finished] Resolve in 0.087539s
[2021-03-28 20:25:25.686] [E/13] [info] [Task Finished] Resolve in 0.087396s
[2021-03-28 20:25:25.690] [driver] [info] [Task Finished] Resolve in 0.132714s
[2021-03-28 20:25:25.697] [E/15] [info] [Task Finished] Resolve in 0.080842s
[2021-03-28 20:25:25.723] [E/4] [info] [Task Finished] Resolve in 0.154837s
[2021-03-28 20:25:25.730] [E/9] [info] [Task Finished] Resolve in 0.109054s
[2021-03-28 20:25:25.745] [E/8] [info] [Task Finished] Resolve in 0.078932s
[2021-03-28 20:25:25.750] [E/3] [info] [Task Finished] Resolve in 0.079330s
[2021-03-28 20:25:25.755] [E/1] [info] [Task Finished] Resolve in 0.092240s
[2021-03-28 20:25:25.757] [E/5] [info] [Task Finished] Resolve in 0.078817s
[2021-03-28 20:25:25.758] [E/10] [info] [Task Finished] Resolve in 0.078681s
[2021-03-28 20:25:25.758] [E/7] [info] [Task Finished] Resolve in 0.084247s
[2021-03-28 20:25:25.763] [E/12] [info] [Task Finished] Resolve in 0.083272s
[2021-03-28 20:25:25.769] [driver] [info] [Task Finished] Resolve in 0.079061s
[2021-03-28 20:25:25.772] [E/11] [info] [Task Finished] Resolve in 0.094446s
[2021-03-28 20:25:25.773] [E/15] [info] [Task Finished] Resolve in 0.075938s
[2021-03-28 20:25:25.775] [E/13] [info] [Task Finished] Resolve in 0.088419s
[2021-03-28 20:25:25.779] [E/6] [info] [Task Finished] Resolve in 0.157977s
[2021-03-28 20:25:25.791] [E/14] [info] [Task Finished] Resolve in 0.107527s
[2021-03-28 20:25:25.801] [E/4] [info] [Task Finished] Resolve in 0.078259s
[2021-03-28 20:25:25.820] [E/9] [info] [Task Finished] Resolve in 0.090794s
[2021-03-28 20:25:25.825] [E/8] [info] [Task Finished] Resolve in 0.080942s
[2021-03-28 20:25:25.826] [E/2] [info] [Task Finished] Resolve in 0.152456s
[2021-03-28 20:25:25.832] [E/5] [info] [Task Finished] Resolve in 0.075032s
[2021-03-28 20:25:25.832] [E/3] [info] [Task Finished] Resolve in 0.081786s
[2021-03-28 20:25:25.835] [E/1] [info] [Task Finished] Resolve in 0.079890s
[2021-03-28 20:25:25.846] [E/12] [info] [Task Finished] Resolve in 0.082734s
[2021-03-28 20:25:25.850] [E/10] [info] [Task Finished] Resolve in 0.092647s
[2021-03-28 20:25:25.852] [E/7] [info] [Task Finished] Resolve in 0.094488s
[2021-03-28 20:25:25.899] [driver] [info] [Task Finished] Resolve in 0.129483s
[2021-03-28 20:25:25.920] [E/11] [info] [Task Finished] Resolve in 0.147586s
[2021-03-28 20:25:25.920] [local ee] [info] slow path resolved 288283/288283 exceptions in 0.589207s
[2021-03-28 20:25:25.920] [local ee] [info] slow path for Stage 3: total wall clock time: 7.60068s, time to process 1 row via slow path: 0.0263653ms
[2021-03-28 20:25:25.920] [global] [info] [Transform Stage] Stage 3 completed 86 resolve tasks in 0.589238s

[2021-03-28 20:25:26.328] [global] [info] Writing 14304381 rows as output to file (2.78 GB)
[2021-03-28 20:25:26.653] [E/11] [info] [Task Finished] write to file in 0.324475s (892594 rows, 178.31 MB)
[2021-03-28 20:25:26.657] [E/10] [info] [Task Finished] write to file in 0.329186s (924895 rows, 183.72 MB)
[2021-03-28 20:25:26.665] [E/5] [info] [Task Finished] write to file in 0.336492s (913340 rows, 182.57 MB)
[2021-03-28 20:25:26.666] [driver] [info] [Task Finished] write to file in 0.337502s (943257 rows, 187.98 MB)
[2021-03-28 20:25:26.669] [E/3] [info] [Task Finished] write to file in 0.341142s (962345 rows, 191.30 MB)
[2021-03-28 20:25:26.670] [E/13] [info] [Task Finished] write to file in 0.341898s (937607 rows, 187.01 MB)
[2021-03-28 20:25:26.670] [E/2] [info] [Task Finished] write to file in 0.342014s (971702 rows, 193.69 MB)
[2021-03-28 20:25:26.670] [E/12] [info] [Task Finished] write to file in 0.342077s (968506 rows, 193.28 MB)
[2021-03-28 20:25:26.671] [E/7] [info] [Task Finished] write to file in 0.342331s (941522 rows, 187.20 MB)
[2021-03-28 20:25:26.671] [E/4] [info] [Task Finished] write to file in 0.343018s (952475 rows, 189.54 MB)
[2021-03-28 20:25:26.675] [E/14] [info] [Task Finished] write to file in 0.346475s (984982 rows, 195.76 MB)
[2021-03-28 20:25:26.678] [E/15] [info] [Task Finished] write to file in 0.349461s (1010746 rows, 200.70 MB)
[2021-03-28 20:25:26.678] [E/6] [info] [Task Finished] write to file in 0.349575s (972313 rows, 193.26 MB)
[2021-03-28 20:25:26.686] [E/8] [info] [Task Finished] write to file in 0.357540s (1023547 rows, 203.63 MB)
[2021-03-28 20:25:26.732] [E/1] [info] [Task Finished] write to file in 0.403302s (904550 rows, 180.95 MB)
[2021-03-28 20:25:26.732] [global] [info] writing output took 0.811499s
[2021-03-28 20:25:26.732] [global] [info] [Transform Stage] Stage 3 completed 86 sink tasks in 0.811567s
[2021-03-28 20:25:26.732] [global] [info] [Transform Stage] Stage 3 took 6.70674s
[2021-03-28 20:25:26.732] [global] [info] Query Execution took 8.37489s. (planning: 1.15677s, execution: 7.21812s)
>>> 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: 0.28587818145751953
Tuplex job time: 8.953253030776978 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":0.149725,"llvm_optimization_time_s":0.873531,"llvm_compilation_time_s":0.471445,"total_compilation_time_s":1.72348,"sampling_time_s":0.519132,"stages":[{"stage_no":2,"fast_path_wall_time_s":0.00350112,"fast_path_time_s":0.00367768,"fast_path_per_row_time_ns":1815.93,"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":0.00946983,"fast_path_time_s":0.00963957,"fast_path_per_row_time_ns":1018.26,"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":0.00861261,"fast_path_time_s":0.00878912,"fast_path_per_row_time_ns":926.087,"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":54.4697,"fast_path_time_s":4.07155,"fast_path_per_row_time_ns":3888,"slow_path_wall_time_s":7.60068,"slow_path_time_s":0.589207,"slow_path_per_row_time_ns":26365.3}]}
{"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": 0.28587818145751953, "jobTime": 8.953253030776978}
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:25:26.771] [local execution engine] [info] Stopped local executor E/1
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:26.791] [local execution engine] [info] Stopped local executor E/2
[GLOBAL] releasing 10 active partitions
[2021-03-28 20:25:26.813] [local execution engine] [info] Stopped local executor E/3
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:26.832] [local execution engine] [info] Stopped local executor E/4
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:26.852] [local execution engine] [info] Stopped local executor E/5
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:26.871] [local execution engine] [info] Stopped local executor E/6
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:26.890] [local execution engine] [info] Stopped local executor E/7
[GLOBAL] releasing 13 active partitions
[2021-03-28 20:25:26.910] [local execution engine] [info] Stopped local executor E/8
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:26.929] [local execution engine] [info] Stopped local executor E/9
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:26.948] [local execution engine] [info] Stopped local executor E/10
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:26.969] [local execution engine] [info] Stopped local executor E/11
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:26.990] [local execution engine] [info] Stopped local executor E/12
[GLOBAL] releasing 12 active partitions
[2021-03-28 20:25:27.009] [local execution engine] [info] Stopped local executor E/13
[GLOBAL] releasing 11 active partitions
[2021-03-28 20:25:27.027] [local execution engine] [info] Stopped local executor E/14
[GLOBAL] releasing 14 active partitions
[2021-03-28 20:25:27.046] [local execution engine] [info] Stopped local executor E/15
[GLOBAL] Local engine terminated.
[GLOBAL] releasing 15 active partitions
