67 lines
2.0 KiB
Python
67 lines
2.0 KiB
Python
import logging
|
|
|
|
# Configure logging
|
|
logging.basicConfig(
|
|
level=logging.INFO,
|
|
format="%(asctime)s [%(levelname)s] %(name)s - %(message)s",
|
|
)
|
|
logger = logging.getLogger(__name__)
|
|
|
|
def __main__(
|
|
hd_score_m1: float
|
|
) -> dict:
|
|
"""
|
|
Computes recommended action based on hd_score_m1 and returns relevant details.
|
|
"""
|
|
|
|
score_threshold = 1200
|
|
|
|
# Compute recommended_action
|
|
try:
|
|
recommended_action = (
|
|
"Decline Application"
|
|
if hd_score_m1 > score_threshold
|
|
else "Pass Application"
|
|
)
|
|
logging.info(f"recommended_action: {recommended_action}")
|
|
except Exception as e:
|
|
logging.error(f"Error assigning recommended_action: {e}")
|
|
return {}
|
|
|
|
# Compute description
|
|
try:
|
|
if hd_score_m1 > score_threshold:
|
|
description = (
|
|
f"HD Fraud Score M1 is above the risk threshold {score_threshold}, "
|
|
f"Recommended action: Decline Application"
|
|
)
|
|
else:
|
|
description = (
|
|
f"HD Fraud Score M1 is below the risk threshold {score_threshold}, "
|
|
f"Recommended action: Pass Application"
|
|
)
|
|
logging.info(f"description: {description}")
|
|
except Exception as e:
|
|
logging.error(f"Error assigning description: {e}")
|
|
return {}
|
|
|
|
# Compute action_reasoncode
|
|
try:
|
|
# For multiple checks, you might iterate over a dictionary. For now, a single check suffices:
|
|
if hd_score_m1 > score_threshold:
|
|
hd_action_reasoncode = "M1 Triggered"
|
|
else:
|
|
hd_action_reasoncode = "Pass"
|
|
|
|
logging.info(f"action_reasoncode: {hd_action_reasoncode}")
|
|
except Exception as e:
|
|
logging.error(f"Error compiling action_reasoncode: {e}")
|
|
return {}
|
|
|
|
return {
|
|
"hd_score_m1": hd_score_m1,
|
|
"recommended_action": recommended_action,
|
|
"description": description,
|
|
"hd_action_reasoncode": hd_action_reasoncode,
|
|
}
|