Add Scores S4 review handling
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parent
b3be1ebf66
commit
c98f0148e3
6
block.py
6
block.py
@ -15,7 +15,8 @@ def __main__(
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hd_score_s2: float,
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hd_score_s3: float,
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hd_score_iso_m2: float,
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hd_score_g2: float
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hd_score_g2: float,
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hd_score_s4: float = 0
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) -> dict:
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data = {
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@ -25,7 +26,8 @@ def __main__(
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"hd_score_s2": hd_score_s2,
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"hd_score_s3": hd_score_s3,
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"hd_score_iso_m2": hd_score_iso_m2,
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"hd_score_g2": hd_score_g2
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"hd_score_g2": hd_score_g2,
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"hd_score_s4": hd_score_s4
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}
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final = processing(data)
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@ -26,6 +26,10 @@
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"type": ["number", "null"],
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"description": "HD Fraud Score S3"
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},
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"hd_score_s4": {
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"type": ["number", "null"],
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"description": "HD Fraud Score S4"
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},
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"hd_score_iso_m2": {
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"type": ["number", "null"],
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"description": "HD Fraud Score M2"
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@ -11,6 +11,7 @@ logger = logging.getLogger(__name__)
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def processing(data: dict) -> dict:
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score_threshold = 1200
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score_threshold2 = 1225
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review_threshold = 1191
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# ---- Compute hd_score based on hierarchy ----
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try:
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@ -49,6 +50,13 @@ def processing(data: dict) -> dict:
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data.get("hd_score_iso_m2", 0),
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data.get("hd_score_g2", 0),
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])
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hd_score_s4 = data.get("hd_score_s4", 0) or 0
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if hd_score_s4 >= review_threshold:
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winning_score = hd_score_s4
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winning_reason = "S4 Velocity Triggered"
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else:
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if review_threshold <= winning_score <= score_threshold:
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winning_score = winning_score - 10
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winning_reason = "Pass"
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hd_score = winning_score
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@ -59,7 +67,9 @@ def processing(data: dict) -> dict:
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# ---- recommended_action ----
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try:
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if winning_reason != "Pass":
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if winning_reason == "S4 Velocity Triggered":
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recommended_action = "Review Application"
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elif winning_reason != "Pass":
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recommended_action = "Decline Application"
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else:
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recommended_action = "Pass Application"
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@ -72,7 +82,12 @@ def processing(data: dict) -> dict:
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# ---- description ----
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try:
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if winning_reason != "Pass":
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if winning_reason == "S4 Velocity Triggered":
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description = (
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"HD Fraud Score is in the review range, "
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"Recommended action: Review Application"
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)
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elif winning_reason != "Pass":
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threshold_used = winning_threshold if winning_threshold is not None else score_threshold
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description = (
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f"HD Fraud Score is above the risk threshold {threshold_used}, "
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@ -1,16 +1,88 @@
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import json
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import unittest
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from pathlib import Path
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from block import __main__
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data = {'hd_score_m1': 1173.0, 'hd_score_g1': 1203.0, 'hd_score_s1': 1240.0, 'hd_score_s2': 0, 'hd_score_s3': 0, 'hd_score_iso_m2': 1001.0, 'hd_score_g2': 0.0}
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BASE_DIR = Path(__file__).resolve().parent
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data = {
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"hd_score_m1": 1173.0,
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"hd_score_g1": 1203.0,
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"hd_score_s1": 1240.0,
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"hd_score_s2": 0,
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"hd_score_s3": 0,
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"hd_score_iso_m2": 1001.0,
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"hd_score_g2": 0.0,
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}
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def score_data(**overrides):
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values = {
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"hd_score_m1": 1100.0,
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"hd_score_g1": 0.0,
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"hd_score_s1": 0.0,
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"hd_score_s2": 0.0,
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"hd_score_s3": 0.0,
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"hd_score_iso_m2": 1001.0,
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"hd_score_g2": 0.0,
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"hd_score_s4": 0.0,
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}
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values.update(overrides)
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return values
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class TestBlock(unittest.TestCase):
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def test_main_success(self):
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# blockResult = main(data)
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blockResult = __main__(**data)
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block_result = __main__(**data)
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# breakpoint()
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self.assertIsInstance(blockResult, dict, "Result should be a dictionary.")
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self.assertIn("hd_score", blockResult, "Result dictionary should contain 'hd_score' if success.")
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self.assertIsInstance(block_result, dict, "Result should be a dictionary.")
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self.assertIn("hd_score", block_result, "Result dictionary should contain 'hd_score' if success.")
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def test_s4_sets_review_application_when_no_decline(self):
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block_result = __main__(**score_data(hd_score_s4=1191))
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self.assertEqual(block_result["hd_score"], 1191)
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self.assertEqual(block_result["recommended_action"], "Review Application")
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self.assertEqual(block_result["hd_action_reasoncode"], "S4 Velocity Triggered")
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self.assertIn("Review Application", block_result["description"])
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def test_s4_review_can_use_top_of_reserved_band(self):
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block_result = __main__(**score_data(hd_score_s4=1200))
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self.assertEqual(block_result["hd_score"], 1200)
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self.assertEqual(block_result["recommended_action"], "Review Application")
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def test_decline_precedence_beats_s4_review(self):
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block_result = __main__(**score_data(hd_score_s1=1225, hd_score_s4=1200))
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self.assertEqual(block_result["hd_score"], 1225)
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self.assertEqual(block_result["recommended_action"], "Decline Application")
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self.assertEqual(block_result["hd_action_reasoncode"], "S1 Triggered")
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def test_non_s4_pass_score_in_reserved_band_shifts_down(self):
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block_result = __main__(**score_data(hd_score_m1=1195, hd_score_s4=0))
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self.assertEqual(block_result["hd_score"], 1185)
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self.assertEqual(block_result["recommended_action"], "Pass Application")
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self.assertEqual(block_result["hd_action_reasoncode"], "Pass")
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def test_non_s4_pass_score_below_reserved_band_stays_same(self):
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block_result = __main__(**score_data(hd_score_m1=1190, hd_score_s4=0))
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self.assertEqual(block_result["hd_score"], 1190)
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self.assertEqual(block_result["recommended_action"], "Pass Application")
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def test_request_schema_adds_s4_and_response_schema_is_unchanged(self):
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request_schema = json.loads((BASE_DIR / "request_schema.json").read_text())
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response_schema = json.loads((BASE_DIR / "response_schema.json").read_text())
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self.assertEqual(request_schema["properties"]["hd_score_s4"]["type"], ["number", "null"])
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self.assertEqual(
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set(response_schema["properties"]),
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{"hd_score", "recommended_action", "description", "hd_action_reasoncode"},
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)
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if __name__ == "__main__":
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