def _configure_standard_logging(flask_app):
"""python standard logging"""
import logging
from logging.handlers import RotatingFileHandler
if not os.path.exists('logs'):
os.mkdir('logs')
file_handler = RotatingFileHandler('logs/techex.log',
maxBytes=10240,
backupCount=10)
file_handler.setFormatter(
logging.Formatter(
'%(asctime)s %(levelname)s: %(message)s [in %(pathname)s:%(lineno)d]'
))
file_handler.setLevel(logging.INFO)
flask_app.logger.addHandler(file_handler)
flask_app.logger.setLevel(logging.INFO)
flask_app.logger.info('Techex startup')
from image2seq.models.drake_nested_single_lstm import DRAKENESTEDSINGLELSTM
from image2seq.models.drake_parallel import DRAKEPARALLEL
# Logging options ##########################################################'
logging.root.removeHandler(absl.logging._absl_handler)
absl.logging._warn_preinit_stderr = False
date = pd.datetime.now().date()
hour = pd.datetime.now().hour
minute = pd.datetime.now().minute
logging.basicConfig(
level=logging.INFO,
format='%(asctime)-15s %(name)-5s %(levelname)-8s %(message)s',
filename="image2seq/logs/train_log_{}_{}{}.txt".format(date, hour, minute))
console = logging.StreamHandler()
console.setLevel(logging.INFO)
formatter = logging.Formatter(
'%(asctime)-15s %(name)-5s %(levelname)-8s %(message)s')
console.setFormatter(formatter)
logging.getLogger("").addHandler(console)
#############################################################################
# Model Setup #
#############################################################################
logging.info("MODEL SETUP - Tensorflow version".format(tf.__version__))
logging.info("MODEL SETUP - Validation Script - train_full.py")
from tensorflow.python.client import device_lib
logging.info("MODEL SETUP - CUDA VISIBLE DEVICES {}".format(
device_lib.list_local_devices()))
# tf.compat.v1.debugging.assert_equal(True, tf.test.is_gpu_available())
# tf.compat.v1.debugging.assert_equal(True, tf.test.is_built_with_cuda())
import absl.logging
import logging
formatter = logging.Formatter("%(message)s")
absl.logging.get_absl_handler().setFormatter(formatter)
absl.logging._warn_preinit_stderr = 0
from .version import version as __version__
from .core import process_file