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interpretml / interpret

Fit interpretable models. Explain blackbox machine learning.
https://interpret.ml/docs
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Segmentation Fault #444

Closed ricardobarroslourenco closed 1 year ago

ricardobarroslourenco commented 1 year ago

This issue may be related to the issue https://github.com/interpretml/interpret/issues/435 .

I was trying to run a model_ExpBoostReg.fit(X, y) when I have got the following segfault (full notebook available here ):

---------------------------------------------------------------------------
TerminatedWorkerError                     Traceback (most recent call last)
Cell In[12], line 1
----> 1 model_ExpBoostReg.fit(X, y)

File /opt/conda/lib/python3.11/site-packages/interpret/glassbox/_ebm/_ebm.py:848, in EBMModel.fit(self, X, y, sample_weight, init_score)
    821         early_stopping_rounds_local = 0
    823     parallel_args.append(
    824         (
    825             dataset,
   (...)
    845         )
    846     )
--> 848 results = provider.parallel(boost, parallel_args)
    850 # let python reclaim the dataset memory via reference counting
    851 del parallel_args  # parallel_args holds references to dataset, so must be deleted

File /opt/conda/lib/python3.11/site-packages/interpret/provider/_compute.py:19, in JobLibProvider.parallel(self, compute_fn, compute_args_iter)
     18 def parallel(self, compute_fn, compute_args_iter):
---> 19     results = Parallel(n_jobs=self.n_jobs)(
     20         delayed(compute_fn)(*args) for args in compute_args_iter
     21     )
     22     return results

File /opt/conda/lib/python3.11/site-packages/joblib/parallel.py:1098, in Parallel.__call__(self, iterable)
   1095     self._iterating = False
   1097 with self._backend.retrieval_context():
-> 1098     self.retrieve()
   1099 # Make sure that we get a last message telling us we are done
   1100 elapsed_time = time.time() - self._start_time

File /opt/conda/lib/python3.11/site-packages/joblib/parallel.py:975, in Parallel.retrieve(self)
    973 try:
    974     if getattr(self._backend, 'supports_timeout', False):
--> 975         self._output.extend(job.get(timeout=self.timeout))
    976     else:
    977         self._output.extend(job.get())

File /opt/conda/lib/python3.11/site-packages/joblib/_parallel_backends.py:567, in LokyBackend.wrap_future_result(future, timeout)
    564 """Wrapper for Future.result to implement the same behaviour as
    565 AsyncResults.get from multiprocessing."""
    566 try:
--> 567     return future.result(timeout=timeout)
    568 except CfTimeoutError as e:
    569     raise TimeoutError from e

File /opt/conda/lib/python3.11/concurrent/futures/_base.py:456, in Future.result(self, timeout)
    454     raise CancelledError()
    455 elif self._state == FINISHED:
--> 456     return self.__get_result()
    457 else:
    458     raise TimeoutError()

File /opt/conda/lib/python3.11/concurrent/futures/_base.py:401, in Future.__get_result(self)
    399 if self._exception:
    400     try:
--> 401         raise self._exception
    402     finally:
    403         # Break a reference cycle with the exception in self._exception
    404         self = None

TerminatedWorkerError: A worker process managed by the executor was unexpectedly terminated. This could be caused by a segmentation fault while calling the function or by an excessive memory usage causing the Operating System to kill the worker.

The exit codes of the workers are {SIGSEGV(-11), SIGSEGV(-11), SIGSEGV(-11), SIGSEGV(-11), SIGSEGV(-11), SIGSEGV(-11), SIGSEGV(-11)}
ricardobarroslourenco commented 1 year ago

I am also using a conda-forge built container, that I have rebuilt from scratch (no fixed versioning =/ ). Before it was working (about three months ago), but as I have rebuilt the new environment, it got this segfault. @paulbkoch I have got the log you requested in the other issue:

2023-05-30 16:41:55,976 | develop.py           160                 debug_mode() | {
  "interpret.__version__": "0.4.1",
  "interpret.status_show_server": {
    "app_runner_exists": false
  },
  "interpret.static_system_info": {
    "platform": "Linux-5.15.0-72-generic-x86_64-with-glibc2.31",
    "platform.architecture": [
      "64bit",
      ""
    ],
    "platform.machine": "x86_64",
    "platform.processor": "x86_64",
    "platform.python_version": "3.11.3",
    "platform.release": "5.15.0-72-generic",
    "platform.system": "Linux",
    "platform.version": "#79~20.04.1-Ubuntu SMP Thu Apr 20 22:12:07 UTC 2023",
    "psutil.logical_cpu_count": 16,
    "psutil.physical_cpu_count": 8,
    "psutil.virtual_memory.total": "15.2GiB",
    "psutil.swap_memory.total": "980.0MiB"
  },
  "interpret.dynamic_system_info": {
    "psutil.virtual_memory": {
      "total": "15.2GiB",
      "available": "9.8GiB",
      "percent": 35.9,
      "used": "4.9GiB",
      "free": "1.7GiB",
      "active": "3.4GiB",
      "inactive": "8.8GiB",
      "buffers": "939.9MiB",
      "cached": "7.7GiB",
      "shared": "233.3MiB",
      "slab": "977.3MiB"
    },
    "psutil.swap_memory": {
      "total": "980.0MiB",
      "used": "23.5MiB",
      "free": "956.5MiB",
      "percent": 2.4,
      "sin": "240.0KiB",
      "sout": "21.4MiB"
    },
    "psutil.avg_cpu_percent": 2.5625,
    "psutil.std_cpu_percent": 2.243845750046112,
    "psutil.cpu_freq": {
      "current": 2336.8065625000004,
      "min": 800.0,
      "max": 4825.0
    }
  }
}
2023-05-30 16:41:55,976 | _native.py           47        get_native_singleton() | EBM lib loading.
2023-05-30 16:41:55,977 | _native.py           137                 native_log() | Native logging set to INFO in RELEASE build.
2023-05-30 16:41:56,371 | _native.py           141                 native_log() | Entered Objective::CreateObjective
2023-05-30 16:41:56,371 | _native.py           141                 native_log() | Entered Registrable::CreateRegistrable
2023-05-30 16:41:56,371 | _native.py           141                 native_log() | Exited Registrable::CreateRegistrable
2023-05-30 16:41:56,371 | _native.py           141                 native_log() | Exited Objective::CreateObjective
2023-05-30 16:41:56,375 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508d8b330, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562506591120
2023-05-30 16:41:56,376 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,376 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508d8b330, countCuts=253, cutsLowerBoundInclusive=0x562506591120, binIndexesOut=0x562508da09b0
2023-05-30 16:41:56,377 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,377 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508d8b330
2023-05-30 16:41:56,377 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,377 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508d8b330, countCuts=22, cutsLowerBoundInclusive=0x562506761970, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,377 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,378 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508da09b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562506591910
2023-05-30 16:41:56,378 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=3, cutsLowerBoundInclusive=0x562506591910, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508da09b0
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=22, cutsLowerBoundInclusive=0x5625067bcf30, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,379 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,383 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a75eea0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562506592930
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=253, cutsLowerBoundInclusive=0x562506592930, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a75eea0
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=22, cutsLowerBoundInclusive=0x562506761970, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,385 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,389 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508da09b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508caab10
2023-05-30 16:41:56,390 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,390 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=253, cutsLowerBoundInclusive=0x562508caab10, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,391 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,391 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508da09b0
2023-05-30 16:41:56,391 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,391 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=22, cutsLowerBoundInclusive=0x5625067bcf30, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,391 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,392 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a75eea0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cabb30
2023-05-30 16:41:56,392 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 16:41:56,392 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=3, cutsLowerBoundInclusive=0x562508cabb30, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,392 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,392 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a75eea0
2023-05-30 16:41:56,393 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,393 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=22, cutsLowerBoundInclusive=0x562506761970, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,393 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,396 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508da09b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cacb50
2023-05-30 16:41:56,398 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,398 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=253, cutsLowerBoundInclusive=0x562508cacb50, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,398 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,398 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508da09b0
2023-05-30 16:41:56,398 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,399 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=22, cutsLowerBoundInclusive=0x5625067bcf30, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,399 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,402 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a75eea0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cad340
2023-05-30 16:41:56,403 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,403 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=253, cutsLowerBoundInclusive=0x562508cad340, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,404 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,404 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a75eea0
2023-05-30 16:41:56,404 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,404 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a75eea0, countCuts=22, cutsLowerBoundInclusive=0x562506761970, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,404 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,405 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508da09b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cae360
2023-05-30 16:41:56,405 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 16:41:56,405 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=2, cutsLowerBoundInclusive=0x562508cae360, binIndexesOut=0x562508d8b330
2023-05-30 16:41:56,405 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,405 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508da09b0
2023-05-30 16:41:56,406 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,406 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508da09b0, countCuts=22, cutsLowerBoundInclusive=0x5625067bcf30, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,406 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,410 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a815560, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508caf380
2023-05-30 16:41:56,411 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,411 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a815560, countCuts=253, cutsLowerBoundInclusive=0x562508caf380, binIndexesOut=0x56250a75eea0
2023-05-30 16:41:56,412 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,412 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a815560
2023-05-30 16:41:56,412 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,412 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a815560, countCuts=17, cutsLowerBoundInclusive=0x562508c57df0, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,412 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,417 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a7ffee0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cafb70
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a7ffee0, countCuts=253, cutsLowerBoundInclusive=0x562508cafb70, binIndexesOut=0x56250a75eea0
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a7ffee0
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a7ffee0, countCuts=18, cutsLowerBoundInclusive=0x562506c6d5a0, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,418 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,421 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508d8b330, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cb0b90
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508d8b330, countCuts=253, cutsLowerBoundInclusive=0x562508cb0b90, binIndexesOut=0x56250a75eea0
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508d8b330
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=19
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x562508d8b330, countCuts=19, cutsLowerBoundInclusive=0x562507d261d0, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,423 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,428 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a815560, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508cb1bb0
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a815560, countCuts=253, cutsLowerBoundInclusive=0x562508cb1bb0, binIndexesOut=0x56250a75eea0
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a815560
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a815560, countCuts=17, cutsLowerBoundInclusive=0x562508c57df0, binIndexesOut=0x56250a749820
2023-05-30 16:41:56,430 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,433 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a7ffee0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a775540
2023-05-30 16:41:56,435 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,435 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x56250a7ffee0, countCuts=253, cutsLowerBoundInclusive=0x56250a775540, binIndexesOut=0x56250a75eea0
2023-05-30 16:41:56,435 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 16:41:56,435 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a7ffee0
2023-05-30 16:41:56,435 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,439 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508d8b330, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a776540
2023-05-30 16:41:56,441 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,441 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508d8b330
2023-05-30 16:41:56,441 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,443 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508da09b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a777540
2023-05-30 16:41:56,443 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 16:41:56,443 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508da09b0
2023-05-30 16:41:56,443 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,447 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a815560, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a777d30
2023-05-30 16:41:56,448 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,448 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a815560
2023-05-30 16:41:56,449 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 16:41:56,452 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a7ffee0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a778d30
2023-05-30 16:41:56,453 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,453 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a7ffee0
2023-05-30 16:41:56,453 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=20
2023-05-30 16:41:56,455 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508d8b330, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a779d30
2023-05-30 16:41:56,455 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 16:41:56,455 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508d8b330
2023-05-30 16:41:56,455 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,459 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a815560, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a77a520
2023-05-30 16:41:56,461 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,461 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a815560
2023-05-30 16:41:56,461 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,464 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a7ffee0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a77b520
2023-05-30 16:41:56,465 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,466 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a7ffee0
2023-05-30 16:41:56,466 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 16:41:56,467 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508d8b330, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x56250a77c520
2023-05-30 16:41:56,467 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=1, return=0
2023-05-30 16:41:56,467 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508d8b330
2023-05-30 16:41:56,467 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,468 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x562508dac4c0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508dc1b40
2023-05-30 16:41:56,469 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,469 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x562508dac4c0
2023-05-30 16:41:56,469 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=16
2023-05-30 16:41:56,472 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a8283e0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508dc2b40
2023-05-30 16:41:56,473 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,473 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a8283e0
2023-05-30 16:41:56,474 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,475 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a7d51e0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508dc3b40
2023-05-30 16:41:56,475 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 16:41:56,475 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a7d51e0
2023-05-30 16:41:56,475 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 16:41:56,478 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x56250a82a5c0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f28e02f97b0, cutsLowerBoundInclusiveOut=0x562508dc4330
2023-05-30 16:41:56,479 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 16:41:56,479 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x56250a82a5c0
2023-05-30 16:41:56,479 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 16:41:56,816 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x562508309530, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x56250a76eaf0
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x56250844eba0, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x56250a74a030
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x5625085c3210, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x56250a7715d0
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x56250844eb80, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x56250a74cb10
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x56250829b090, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x56250a74f5f0
2023-05-30 16:41:56,817 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 16:41:56,818 | _compressed_dataset.py 27                  bin_native() | Creating native dataset
2023-05-30 16:41:56,818 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,818 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,818 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,818 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,819 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,820 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,821 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,822 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,823 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,824 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,824 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,824 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,824 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,824 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,825 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,826 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,827 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,828 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,829 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x562508d8de10, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x56250c2c8e30, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,830 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,831 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,832 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,833 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,834 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,835 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,836 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,837 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,838 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,839 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,840 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,841 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,842 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,843 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,843 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,843 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,843 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,844 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,844 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x56250a7d59d0, cBytesAllocated=765376, pFillMem=0x56250a7eb050
2023-05-30 16:41:56,844 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x56250c2c8e30, cBytesAllocated=765376, pFillMem=0x56250a7eb050

Not much sure on where it got wrong though =/

paulbkoch commented 1 year ago

Hi @ricardobarroslourenco -- Thanks for submitting this error! Can you make 2 changes to that script and send me the new log:

Set: native_debug=True instead of False

pass the parameter n_jobs=1 to the ExplainableBoostingRegressor.

Is this a public dataset that I can download?

ricardobarroslourenco commented 1 year ago

Thanks for the prompt follow-up @paulbkoch !

I have done the changes, and it stopped running at the same point. The new log content reads as this:

2023-05-30 19:48:34,835 | develop.py           160                 debug_mode() | {
  "interpret.__version__": "0.4.1",
  "interpret.status_show_server": {
    "app_runner_exists": false
  },
  "interpret.static_system_info": {
    "platform": "Linux-5.15.0-72-generic-x86_64-with-glibc2.31",
    "platform.architecture": [
      "64bit",
      ""
    ],
    "platform.machine": "x86_64",
    "platform.processor": "x86_64",
    "platform.python_version": "3.11.3",
    "platform.release": "5.15.0-72-generic",
    "platform.system": "Linux",
    "platform.version": "#79~20.04.1-Ubuntu SMP Thu Apr 20 22:12:07 UTC 2023",
    "psutil.logical_cpu_count": 16,
    "psutil.physical_cpu_count": 8,
    "psutil.virtual_memory.total": "15.2GiB",
    "psutil.swap_memory.total": "980.0MiB"
  },
  "interpret.dynamic_system_info": {
    "psutil.virtual_memory": {
      "total": "15.2GiB",
      "available": "7.9GiB",
      "percent": 48.5,
      "used": "6.8GiB",
      "free": "1.7GiB",
      "active": "1.7GiB",
      "inactive": "10.6GiB",
      "buffers": "558.3MiB",
      "cached": "6.2GiB",
      "shared": "219.9MiB",
      "slab": "954.3MiB"
    },
    "psutil.swap_memory": {
      "total": "980.0MiB",
      "used": "842.0MiB",
      "free": "138.0MiB",
      "percent": 85.9,
      "sin": "2.5MiB",
      "sout": "841.7MiB"
    },
    "psutil.avg_cpu_percent": 3.19375,
    "psutil.std_cpu_percent": 2.936934786048202,
    "psutil.cpu_freq": {
      "current": 2378.659,
      "min": 800.0,
      "max": 4825.0
    }
  }
}
2023-05-30 19:48:34,835 | _native.py           47        get_native_singleton() | EBM lib loading.
2023-05-30 19:48:34,837 | _native.py           137                 native_log() | Native logging set to INFO in RELEASE build.
2023-05-30 19:49:28,771 | _native.py           141                 native_log() | Entered Objective::CreateObjective
2023-05-30 19:49:28,772 | _native.py           141                 native_log() | Entered Registrable::CreateRegistrable
2023-05-30 19:49:28,772 | _native.py           141                 native_log() | Exited Registrable::CreateRegistrable
2023-05-30 19:49:28,772 | _native.py           141                 native_log() | Exited Objective::CreateObjective
2023-05-30 19:49:28,774 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b348a80
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=253, cutsLowerBoundInclusive=0x556a9b348a80, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=22, cutsLowerBoundInclusive=0x556a9a0cc210, binIndexesOut=0x556a9b4503b0
2023-05-30 19:49:28,776 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b26ebe0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=3, cutsLowerBoundInclusive=0x556a9b26ebe0, binIndexesOut=0x556a9d22b350
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=22, cutsLowerBoundInclusive=0x556a99f924d0, binIndexesOut=0x556a9b60b3f0
2023-05-30 19:49:28,777 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,780 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b49d9e0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b4b3060
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b49d9e0, countCuts=253, cutsLowerBoundInclusive=0x556a9b4b3060, binIndexesOut=0x556a9b4503b0
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b49d9e0
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b49d9e0, countCuts=22, cutsLowerBoundInclusive=0x556a9a0cc210, binIndexesOut=0x556a9b60b3f0
2023-05-30 19:49:28,782 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,784 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b26f3d0
2023-05-30 19:49:28,786 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,786 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=253, cutsLowerBoundInclusive=0x556a9b26f3d0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,786 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,786 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,786 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,787 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=22, cutsLowerBoundInclusive=0x556a99f924d0, binIndexesOut=0x556a9d22b350
2023-05-30 19:49:28,787 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3317d0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=3, cutsLowerBoundInclusive=0x556a9b3317d0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=22, cutsLowerBoundInclusive=0x556a9a0cc210, binIndexesOut=0x556a9b4503b0
2023-05-30 19:49:28,788 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,791 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3327f0
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=253, cutsLowerBoundInclusive=0x556a9b3327f0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=22, cutsLowerBoundInclusive=0x556a99f924d0, binIndexesOut=0x556a9d22b350
2023-05-30 19:49:28,792 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,794 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b332fe0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=253, cutsLowerBoundInclusive=0x556a9b332fe0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b60b3f0, countCuts=22, cutsLowerBoundInclusive=0x556a9a0cc210, binIndexesOut=0x556a9b4503b0
2023-05-30 19:49:28,796 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3acda0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=2, cutsLowerBoundInclusive=0x556a9b3acda0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=22, cutsLowerBoundInclusive=0x556a99f924d0, binIndexesOut=0x556a9d22b350
2023-05-30 19:49:28,798 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,801 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b411ff0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3addc0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b411ff0, countCuts=253, cutsLowerBoundInclusive=0x556a9b3addc0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b411ff0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b411ff0, countCuts=17, cutsLowerBoundInclusive=0x556a9b46b4d0, binIndexesOut=0x556a9b60b3f0
2023-05-30 19:49:28,802 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,806 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b4503b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3ae5b0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b4503b0, countCuts=253, cutsLowerBoundInclusive=0x556a9b3ae5b0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b4503b0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b4503b0, countCuts=18, cutsLowerBoundInclusive=0x556a9b183840, binIndexesOut=0x556a9b60b3f0
2023-05-30 19:49:28,807 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,809 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3af5d0
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=253, cutsLowerBoundInclusive=0x556a9b3af5d0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=19
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9d2409d0, countCuts=19, cutsLowerBoundInclusive=0x556a9b50cf60, binIndexesOut=0x556a9d22b350
2023-05-30 19:49:28,811 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,815 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b411ff0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b3b05f0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b411ff0, countCuts=253, cutsLowerBoundInclusive=0x556a9b3b05f0, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b411ff0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b411ff0, countCuts=17, cutsLowerBoundInclusive=0x556a9b46b4d0, binIndexesOut=0x556a9b60b3f0
2023-05-30 19:49:28,816 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,818 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b4503b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b65e670
2023-05-30 19:49:28,820 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,820 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x556a9b4503b0, countCuts=253, cutsLowerBoundInclusive=0x556a9b65e670, binIndexesOut=0x556a9b49d9e0
2023-05-30 19:49:28,820 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-30 19:49:28,820 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b4503b0
2023-05-30 19:49:28,820 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:28,823 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b65f690
2023-05-30 19:49:28,825 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,825 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,825 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:28,826 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b6606b0
2023-05-30 19:49:28,826 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 19:49:28,827 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,827 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,829 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b6616d0
2023-05-30 19:49:28,830 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,831 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,831 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 19:49:28,833 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b661ec0
2023-05-30 19:49:28,835 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,835 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,835 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=20
2023-05-30 19:49:28,836 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b270e60
2023-05-30 19:49:28,837 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-30 19:49:28,837 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,837 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,839 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b411ff0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b271e80
2023-05-30 19:49:28,841 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,841 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b411ff0
2023-05-30 19:49:28,841 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:28,843 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b4503b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b272670
2023-05-30 19:49:28,845 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,845 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b4503b0
2023-05-30 19:49:28,845 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-30 19:49:28,846 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b273690
2023-05-30 19:49:28,846 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=1, return=0
2023-05-30 19:49:28,847 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,847 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,848 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b2746b0
2023-05-30 19:49:28,849 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,849 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,849 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=16
2023-05-30 19:49:28,852 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9d2409d0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b274ea0
2023-05-30 19:49:28,854 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,854 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9d2409d0
2023-05-30 19:49:28,854 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,855 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b60b3f0, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9857b780
2023-05-30 19:49:28,855 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-30 19:49:28,855 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b60b3f0
2023-05-30 19:49:28,855 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-30 19:49:28,858 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x556a9b594490, minSamplesBin=1, isRounded=false, countCutsInOut=0x7f3ddb8d5330, cutsLowerBoundInclusiveOut=0x556a9b465a30
2023-05-30 19:49:28,859 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-30 19:49:28,860 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x556a9b594490
2023-05-30 19:49:28,860 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x556a9a084940, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x556a9b492fd0
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x556a9ad85bd0, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x556a9b33f5f0
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x556a9aed9c50, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x556a9b344bb0
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x556a9ad85bf0, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x556a9b3420d0
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x556a99e8b8a0, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x556a9b495ab0
2023-05-30 19:49:29,177 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-30 19:49:29,178 | _compressed_dataset.py 27                  bin_native() | Creating native dataset
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,178 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,179 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,179 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,179 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,179 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,247 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,248 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,249 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,250 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,251 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,252 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,253 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,254 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,255 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,256 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b4503b0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b4503b0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x556a9cfd3ef0, cBytesAllocated=0, pFillMem=(nil)
2023-05-30 19:49:29,257 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,258 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,259 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,260 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,261 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,262 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,263 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,264 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,265 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,266 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,267 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,268 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b4503b0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b4503b0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x556a9b49d9e0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,269 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x556a9cfd3ef0, cBytesAllocated=765376, pFillMem=0x556a9d9f8980
2023-05-30 19:49:29,270 | _native.py           1233                 __enter__() | Booster allocation start
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered CreateBooster: rng=0x556a9a084940, dataSet=0x556a9d9f8980, bag=0x556a9b492fd0, initScores=(nil), countTerms=91, dimensionCounts=0x556a9b64d290, featureIndexes=0x556a9adb33d0, countInnerBags=0, isDifferentiallyPrivate=false, objective=0x7f3d12ee2090, experimentalParams=(nil), boosterHandleOut=0x7f3ddb8d5330
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered BoosterCore::Create
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | BoosterCore::Create starting feature processing
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | BoosterCore::Create done feature processing
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | BoosterCore::Create starting feature group processing
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered Term::AllocateTerms
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Exited Term::AllocateTerms
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | BoosterCore::Create finished feature group processing
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered InnerBag::GenerateInnerBags
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered InnerBag::GenerateFlatInnerBag
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Exited InnerBag::GenerateFlatInnerBag
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Exited InnerBag::GenerateInnerBags
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered Objective::CreateObjective
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Entered Registrable::CreateRegistrable
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Exited Registrable::CreateRegistrable
2023-05-30 19:49:29,271 | _native.py           141                 native_log() | Exited Objective::CreateObjective
ricardobarroslourenco commented 1 year ago

The dataset is public, from Ameriflux Harvard Forest (site US-Ha1 ). I have included it as a gist (here) to make it easier to share.

ricardobarroslourenco commented 1 year ago

Also, my environment is built as a docker container. The source code is also available.

paulbkoch commented 1 year ago

Hi @ricardobarroslourenco -- Can you check to see if any of the y values are NaN or infinity?

Edit: Never mind, the log is not consistent with this hypothesis, and I looked at the data and it didn't have these values.

paulbkoch commented 1 year ago

Unfortunately, it seems to work on my machine.

I do have a question though about the run made with n_jobs=1. I would expect that the error you would get would change from TerminatedWorkerError to something else. Can you tell me what the error on that run was.

paulbkoch commented 1 year ago

Hi @ricardobarroslourenco -- The 2nd log looks like it was run again under RELEASE instead of DEBUG. The script you are using correctly has debug_mode at the top, so I think the python kernel needs to be restarted for this to work. Can you please try that so that the "native_debug=True" can be activated.

ricardobarroslourenco commented 1 year ago

Hi @paulbkoch ! Thanks for the thorough responses.

I have restarted the kernel, as you instructed, and I have got the new log (below) with the native debug on. A change happened, which instead of throwing an error, the kernel has died and was automatically restarted by Jupyter.

Here goes the log: 

2023-05-31 15:06:50,002 | develop.py           160                 debug_mode() | {
  "interpret.__version__": "0.4.1",
  "interpret.status_show_server": {
    "app_runner_exists": false
  },
  "interpret.static_system_info": {
    "platform": "Linux-3.10.0-1160.88.1.el7.x86_64-x86_64-with-glibc2.31",
    "platform.architecture": [
      "64bit",
      ""
    ],
    "platform.machine": "x86_64",
    "platform.processor": "x86_64",
    "platform.python_version": "3.11.3",
    "platform.release": "3.10.0-1160.88.1.el7.x86_64",
    "platform.system": "Linux",
    "platform.version": "#1 SMP Tue Mar 7 15:41:52 UTC 2023",
    "psutil.logical_cpu_count": 44,
    "psutil.physical_cpu_count": 44,
    "psutil.virtual_memory.total": "187.4GiB",
    "psutil.swap_memory.total": "10.0GiB"
  },
  "interpret.dynamic_system_info": {
    "psutil.virtual_memory": {
      "total": "187.4GiB",
      "available": "177.2GiB",
      "percent": 5.4,
      "used": "6.8GiB",
      "free": "156.2GiB",
      "active": "6.2GiB",
      "inactive": "15.2GiB",
      "buffers": "172.2MiB",
      "cached": "24.2GiB",
      "shared": "2.9GiB",
      "slab": "6.3GiB"
    },
    "psutil.swap_memory": {
      "total": "10.0GiB",
      "used": "1.7GiB",
      "free": "8.3GiB",
      "percent": 16.7,
      "sin": "4.9GiB",
      "sout": "7.3GiB"
    },
    "psutil.avg_cpu_percent": 0.0,
    "psutil.std_cpu_percent": 0.0,
    "psutil.cpu_freq": {
      "current": 1384.1226136363634,
      "min": 1000.0,
      "max": 3700.0
    }
  }
}
2023-05-31 15:06:50,003 | _native.py           47        get_native_singleton() | EBM lib loading.
2023-05-31 15:06:50,004 | _native.py           137                 native_log() | Native logging set to INFO in RELEASE build.
2023-05-31 15:06:50,542 | _native.py           141                 native_log() | Entered Objective::CreateObjective
2023-05-31 15:06:50,542 | _native.py           141                 native_log() | Entered Registrable::CreateRegistrable
2023-05-31 15:06:50,542 | _native.py           141                 native_log() | Exited Registrable::CreateRegistrable
2023-05-31 15:06:50,542 | _native.py           141                 native_log() | Exited Objective::CreateObjective
2023-05-31 15:06:50,546 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x557088885020, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088859d40
2023-05-31 15:06:50,548 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,548 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x557088885020, countCuts=253, cutsLowerBoundInclusive=0x557088859d40, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,548 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,549 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x557088885020
2023-05-31 15:06:50,549 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,549 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x557088885020, countCuts=22, cutsLowerBoundInclusive=0x557085a2ab10, binIndexesOut=0x5570887d5b00
2023-05-31 15:06:50,549 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570886e6cd0
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=3, cutsLowerBoundInclusive=0x5570886e6cd0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,551 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=22, cutsLowerBoundInclusive=0x557088149b40, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,552 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,555 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570887bf730
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=253, cutsLowerBoundInclusive=0x5570887bf730, binIndexesOut=0x557088885020
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,558 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=22, cutsLowerBoundInclusive=0x557085a2ab10, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,559 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,562 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570886bef20
2023-05-31 15:06:50,564 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,564 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=253, cutsLowerBoundInclusive=0x5570886bef20, binIndexesOut=0x557088885020
2023-05-31 15:06:50,564 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,565 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,565 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,565 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=22, cutsLowerBoundInclusive=0x557088149b40, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,565 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570886bff40
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=3, cutsLowerBoundInclusive=0x5570886bff40, binIndexesOut=0x557088885020
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,567 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=22, cutsLowerBoundInclusive=0x557085a2ab10, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,568 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,571 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570886c0730
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=253, cutsLowerBoundInclusive=0x5570886c0730, binIndexesOut=0x557088885020
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,574 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=22, cutsLowerBoundInclusive=0x557088149b40, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,575 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,578 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x55708844cd40
2023-05-31 15:06:50,580 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=253, cutsLowerBoundInclusive=0x55708844cd40, binIndexesOut=0x557088885020
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=22, cutsLowerBoundInclusive=0x557085a2ab10, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,581 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,583 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x55708844bd20
2023-05-31 15:06:50,583 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-31 15:06:50,583 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=2, cutsLowerBoundInclusive=0x55708844bd20, binIndexesOut=0x557088885020
2023-05-31 15:06:50,583 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,583 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,584 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,584 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=22, cutsLowerBoundInclusive=0x557088149b40, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,584 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,588 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088975be0
2023-05-31 15:06:50,590 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,590 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=253, cutsLowerBoundInclusive=0x557088975be0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,590 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,590 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,591 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:50,591 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=17, cutsLowerBoundInclusive=0x5570888759d0, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,591 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,596 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570889763d0
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=253, cutsLowerBoundInclusive=0x5570889763d0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=18, cutsLowerBoundInclusive=0x5570889eb340, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,598 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,602 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570887413c0
2023-05-31 15:06:50,604 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,604 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=253, cutsLowerBoundInclusive=0x5570887413c0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,604 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,604 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,605 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=19
2023-05-31 15:06:50,605 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=19, cutsLowerBoundInclusive=0x557088583230, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,605 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,610 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570887423e0
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=253, cutsLowerBoundInclusive=0x5570887423e0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:50,612 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887841b0, countCuts=17, cutsLowerBoundInclusive=0x5570888759d0, binIndexesOut=0x55708891c2b0
2023-05-31 15:06:50,613 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,616 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088742bd0
2023-05-31 15:06:50,619 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,619 | _native.py           141                 native_log() | Entered Discretize: countSamples=10958, featureVals=0x5570887d5b00, countCuts=253, cutsLowerBoundInclusive=0x557088742bd0, binIndexesOut=0x557088885020
2023-05-31 15:06:50,619 | _native.py           141                 native_log() | Exited Discretize: return=0
2023-05-31 15:06:50,619 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,619 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:50,623 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088942aa0
2023-05-31 15:06:50,626 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,626 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,626 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:50,628 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088943290
2023-05-31 15:06:50,628 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-31 15:06:50,628 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,628 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,632 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570885803e0
2023-05-31 15:06:50,635 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,635 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,635 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-31 15:06:50,639 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088580bd0
2023-05-31 15:06:50,641 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,641 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,641 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=20
2023-05-31 15:06:50,643 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x5570887460b0
2023-05-31 15:06:50,643 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=2, return=0
2023-05-31 15:06:50,643 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,643 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,647 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557088745090
2023-05-31 15:06:50,650 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,650 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,650 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:50,654 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557085e601d0
2023-05-31 15:06:50,656 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,656 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,656 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=18
2023-05-31 15:06:50,658 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557085e611f0
2023-05-31 15:06:50,658 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=1, return=0
2023-05-31 15:06:50,658 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,658 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,660 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x557085e619e0
2023-05-31 15:06:50,662 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,662 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,662 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=16
2023-05-31 15:06:50,667 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887d5b00, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x55708854dc20
2023-05-31 15:06:50,669 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,669 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887d5b00
2023-05-31 15:06:50,669 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,671 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x5570887841b0, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x55708854cc00
2023-05-31 15:06:50,671 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=3, return=0
2023-05-31 15:06:50,671 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x5570887841b0
2023-05-31 15:06:50,672 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=22
2023-05-31 15:06:50,677 | _native.py           141                 native_log() | Entered CutQuantile: countSamples=10958, featureVals=0x557089218200, minSamplesBin=1, isRounded=false, countCutsInOut=0x2ab6f1aa47f0, cutsLowerBoundInclusiveOut=0x55708872e8d0
2023-05-31 15:06:50,678 | _native.py           141                 native_log() | Exited CutQuantile: countCuts=253, return=0
2023-05-31 15:06:50,678 | _native.py           141                 native_log() | Entered GetHistogramCutCount: countSamples=10958, featureVals=0x557089218200
2023-05-31 15:06:50,679 | _native.py           141                 native_log() | Exited GetHistogramCutCount: return=17
2023-05-31 15:06:51,109 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x557088054f90, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x55708887c860
2023-05-31 15:06:51,109 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x5570880c3150, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x5570886a1670
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x55708748dba0, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x55708887f340
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x557088747780, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x5570886a4150
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Entered SampleWithoutReplacement: rng=0x5570858c1220, countTrainingSamples=9314, countValidationSamples=1644, bagOut=0x55708858bb20
2023-05-31 15:06:51,110 | _native.py           141                 native_log() | Exited SampleWithoutReplacement
2023-05-31 15:06:51,111 | _compressed_dataset.py 27                  bin_native() | Creating native dataset
2023-05-31 15:06:51,111 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,111 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,111 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,112 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,112 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,112 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,112 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,113 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,113 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,113 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,113 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,113 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,114 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,114 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,114 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,114 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,114 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,115 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,115 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,115 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,115 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,115 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,116 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,117 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,117 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,117 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,117 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,117 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,118 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,118 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,118 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,118 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,118 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,119 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,119 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,119 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,119 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,119 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,120 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,120 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,120 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,120 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,120 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,121 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,121 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,121 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,121 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,121 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,122 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,123 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,123 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,123 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,123 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,123 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,124 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,124 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,124 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,124 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,124 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,125 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,126 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,127 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x55708becd1e0, cBytesAllocated=0, pFillMem=(nil)
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendHeader: countFeatures=91, countWeights=0, countTargets=1, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,128 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,129 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,129 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,129 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,129 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,130 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,130 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,130 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,130 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,130 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,131 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,131 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,131 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,131 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,131 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,132 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,132 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,132 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,132 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,133 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,133 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,133 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,133 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,133 | _native.py           141                 native_log() | Entered AppendFeature: countBins=5, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,134 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,134 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,134 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,134 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,134 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,135 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,135 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,135 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,135 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,135 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,136 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,136 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,136 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,136 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,136 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,137 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,137 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,137 | _native.py           141                 native_log() | Entered AppendFeature: countBins=17, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,137 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,138 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,138 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,138 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,138 | _native.py           141                 native_log() | Entered AppendFeature: countBins=253, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,138 | _native.py           141                 native_log() | Entered AppendFeature: countBins=3, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,139 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,139 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,139 | _native.py           141                 native_log() | Entered AppendFeature: countBins=26, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,139 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,140 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,140 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,140 | _native.py           141                 native_log() | Entered AppendFeature: countBins=15, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,140 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,140 | _native.py           141                 native_log() | Entered AppendFeature: countBins=4, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,141 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,141 | _native.py           141                 native_log() | Entered AppendFeature: countBins=13, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,141 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,141 | _native.py           141                 native_log() | Entered AppendFeature: countBins=25, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,141 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,142 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,142 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,142 | _native.py           141                 native_log() | Entered AppendFeature: countBins=254, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,142 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,142 | _native.py           141                 native_log() | Entered AppendFeature: countBins=23, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,143 | _native.py           141                 native_log() | Entered AppendFeature: countBins=21, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,143 | _native.py           141                 native_log() | Entered AppendFeature: countBins=22, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,143 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,143 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,143 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,144 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,145 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,145 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,145 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,145 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,145 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=255, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=2, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,146 | _native.py           141                 native_log() | Entered AppendFeature: countBins=8, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,147 | _native.py           141                 native_log() | Entered AppendFeature: countBins=16, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,147 | _native.py           141                 native_log() | Entered AppendFeature: countBins=18, isMissing=false, isUnknown=false, isNominal=false, countSamples=10958, binIndexes=0x557088885020, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,147 | _native.py           141                 native_log() | Entered AppendTarget: bClassification=false, countClasses=0, countSamples=10958, aTargets=0x55708becd1e0, cBytesAllocated=765376, pFillMem=0x5570891c2e20
2023-05-31 15:06:51,148 | _native.py           1233                 __enter__() | Booster allocation start
2023-05-31 15:06:51,149 | _native.py           141                 native_log() | Entered CreateBooster: rng=0x557088054f90, dataSet=0x5570891c2e20, bag=0x55708887c860, initScores=(nil), countTerms=91, dimensionCounts=0x557088712150, featureIndexes=0x5570886e6150, countInnerBags=0, isDifferentiallyPrivate=false, objective=0x2ab6e8870530, experimentalParams=(nil), boosterHandleOut=0x2ab6f1aa4ac0
2023-05-31 15:06:51,149 | _native.py           141                 native_log() | Entered BoosterCore::Create
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | BoosterCore::Create starting feature processing
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | BoosterCore::Create done feature processing
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | BoosterCore::Create starting feature group processing
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Entered Term::AllocateTerms
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Exited Term::AllocateTerms
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | BoosterCore::Create finished feature group processing
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Entered InnerBag::GenerateInnerBags
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Entered InnerBag::GenerateFlatInnerBag
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Exited InnerBag::GenerateFlatInnerBag
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Exited InnerBag::GenerateInnerBags
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Entered Objective::CreateObjective
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Entered Registrable::CreateRegistrable
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Exited Registrable::CreateRegistrable
2023-05-31 15:06:51,150 | _native.py           141                 native_log() | Exited Objective::CreateObjective
paulbkoch commented 1 year ago

Thanks @ricardobarroslourenco -- Hmm... this log entry here is indicating that it's still using the RELEASE build:

2023-05-31 15:06:50,004 | _native.py 137 native_log() | Native logging set to INFO in RELEASE build.

Can you verify that your script has this line (with native_debug set to True), and that debug_mode is at the top of the script before any other calls to interpret?

debug_mode(log_filename='log.txt', log_level='INFO', native_debug=True)
ricardobarroslourenco commented 1 year ago

Yes. It has this exact line you provided.

When you talk about the RELEASE build, is it related to the binaries provided in the conga-forge repo? Would it mean to be a development version?

ricardobarroslourenco commented 1 year ago

Just to complement, my conda env is as follows:

(base) Apptainer> conda list --explicit
# This file may be used to create an environment using:
# $ conda create --name <env> --file <this file>
# platform: linux-64
@EXPLICIT
https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
https://conda.anaconda.org/conda-forge/linux-64/_py-xgboost-mutex-2.0-cpu_0.tar.bz2
https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2023.5.7-hbcca054_0.conda
https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-hab24e00_0.tar.bz2
https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-h41732ed_0.conda
https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-12.2.0-h337968e_19.tar.bz2
https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.tar.bz2
https://conda.anaconda.org/conda-forge/linux-64/mpi-1.0-mpich.tar.bz2
https://conda.anaconda.org/conda-forge/noarch/poppler-data-0.4.12-hd8ed1ab_0.conda
https://conda.anaconda.org/conda-forge/noarch/pybind11-abi-4-hd8ed1ab_3.tar.bz2
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paulbkoch commented 1 year ago

Ah, that's it. You're right, the conda-forge build does not include the DEBUG binaries that we include on PyPI.

ricardobarroslourenco commented 1 year ago

I see. Are there any issues on using the conda binaries?

paulbkoch commented 1 year ago

Not that I know of. We don't include the debug binaries in conda-forge due to the different way they package things, but the debug binaries are purely for debugging purposes, so it shouldn't impact typical use.

I'm going to try replicating this error on a conda-forge installation. I haven't tried that yet.

paulbkoch commented 1 year ago

I can repro the error! I can take it from here and will let you know what I find.

ricardobarroslourenco commented 1 year ago

Great @paulbkoch ! Please tag me here if you find out what is going on. I will probably try to build my environment with previous conda-forge releases to see if I can make it pass (as it was previously working).

paulbkoch commented 1 year ago

Hi @ricardobarroslourenco -- I'm pretty sure I know what the problem is. It should only affect the conda build. I'll put out a new release shortly fixing the issue.

Thanks for all your help!!

paulbkoch commented 1 year ago

Hi @ricardobarroslourenco -- Interpret v0.4.2 is out on conda-forge. I've tested it on your dataset and everything seems to work fine now. Please let us know if it works for you as well.

ricardobarroslourenco commented 1 year ago

That's great @paulbkoch . The SEGFAULT error got removed :) I have got another problem, but I will probably address it on a separate issue. Thanks a lot!