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Made MAX_EVAL_SECS configurable via environment #1306

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Made MAX_EVAL_SECS configurable via environment #1306

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8 changes: 4 additions & 4 deletions tpot/decorators.py
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Original file line number Diff line number Diff line change
Expand Up @@ -25,15 +25,16 @@

from __future__ import print_function
from functools import wraps
import os
import warnings
from .export_utils import expr_to_tree, generate_pipeline_code
from deap import creator

from stopit import threading_timeoutable, TimeoutException
from stopit import threading_timeoutable


NUM_TESTS = 10
MAX_EVAL_SECS = 10
MAX_EVAL_SECS = int(os.environ.get('TPOT_MAX_EVAL_SECS') or 10)


def _pre_test(func):
Expand Down Expand Up @@ -79,7 +80,7 @@ def check_pipeline(self, *args, **kwargs):
try:
expr = func(self, *args, **kwargs)
pass_gen = True
except:
except Exception:
num_test_expr += 1
pass
# mutation operator returns tuple (ind,); crossover operator
Expand Down Expand Up @@ -116,5 +117,4 @@ def check_pipeline(self, *args, **kwargs):

return expr


return check_pipeline