def run_interactive_mode():
es.init_connection()
if settings.config.getboolean("general", "es_wipe_all_existing_outliers"):
es.remove_all_outliers()
# Make sure housekeeping is up and running
housekeeping_job = HousekeepingJob()
housekeeping_job.start()
try:
analyzed_models = perform_analysis()
print_analysis_summary(analyzed_models)
except KeyboardInterrupt:
logging.logger.info(
"keyboard interrupt received, stopping housekeeping thread")
except Exception:
logging.logger.error("error running outliers in interactive mode",
exc_info=True)
finally:
logging.logger.info(
"asking housekeeping jobs to shutdown after finishing")
housekeeping_job.shutdown_flag.set()
housekeeping_job.join()
logging.logger.info("finished performing outlier detection")
logging.logger.info(
"no errors encountered while analyzing use cases")
logging.print_generic_intro("finished performing outlier detection")
if settings.args.run_mode == "interactive":
es.init_connection()
if settings.config.getboolean("general", "es_wipe_all_existing_outliers"):
es.remove_all_outliers()
logging.logger.info(settings.get_time_window_info())
housekeeping_job = HousekeepingJob()
housekeeping_job.start()
try:
perform_analysis()
except KeyboardInterrupt:
logging.logger.info(
"keyboard interrupt received, stopping housekeeping thread")
except Exception:
logging.logger.error(traceback.format_exc())
finally:
logging.logger.info(
"asking housekeeping jobs to shutdown after finishing")
housekeeping_job.shutdown_flag.set()
housekeeping_job.join()
logging.logger.info("finished performing outlier detection")