sequence-2

README.md

@@ -1 +1,6 @@
-**Hello world!!!**
+## Overview
+This flow is for Early Term Default Model
+
+## Key Inputs & Outputs
+- **Request**: Refer to `request_schema.json` for detailed input fields and validation rules.  
+- **Response**: Refer to `response_schema.json` for the returned structure and data types.

request_schema.json

@@ -1 +1,230 @@
-{}
+{
+  "$schema": "http://json-schema.org/draft-07/schema",
+  "properties": {
+    "user_age": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Age of the user at the contract date, based on birthdate and contract date",
+      "required": []
+    },
+    "persona_entity_confidence_score": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Based on confidence reasons assign a score between 0 and 100",
+      "required": []
+    },
+    "persona_selfie_similarity_score_right": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Similarity score from the right side selfie",
+      "required": []
+    },
+    "persona_selfie_similarity_score_left": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Similarity score from the left side selfie",
+      "required": []
+    },
+    "persona_hesitation_percentage": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Percentage of time in the flow where the customer did not enter inputs",
+      "required": []
+    },
+    "persona_hesitation_count": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Persona hesitation count",
+      "required": []
+    },
+    "device_id_age_max": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "This calculates the maximum device age for a user and loan, similar to min and avg logic but for the max value.",
+      "required": []
+    },
+    "selfie_consistency_score_avg": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Average selfie consistency score for the user's persona activity",
+      "required": []
+    },
+    "device_consistency": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Number of distinct devices associated with a user and loan",
+      "required": []
+    },
+    "selfie_consistency_score": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Average similarity score between left and right selfie",
+      "required": []
+    },
+    "global_fs_ls": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Days between the first and last global appearance of the device",
+      "required": []
+    },
+    "inquiry_frequency": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Number of inquiries made by the user regarding the loan",
+      "required": []
+    },
+    "confidence_score_min": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "The minimum recorded confidence score for the user and loan during the timeframe.",
+      "required": []
+    },
+    "contract_date_fs_sub": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Days between the first subscription appearance and contract date",
+      "required": []
+    },
+    "browser_os": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Browser OS",
+      "required": []
+    },
+    "user_city_ip_match": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Checks if the user's city matches the IP city",
+      "required": []
+    },
+    "device_id_age_avg": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "This calculates the rolling average of device_id_age for a user and loan. If no previous rows, the current value is returned.",
+      "required": []
+    },
+    "persona_distraction_events": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Persona distraction events",
+      "required": []
+    },
+    "sub_fs_ls": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Days between the first and last subscription activity",
+      "required": []
+    },
+    "device_id_age_min": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "This calculates the minimum device age for a user and loan, falling back to the current device age if no prior values exist.",
+      "required": []
+    },
+    "confidence_score_max": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "The maximum confidence score recorded for the user and loan combination.",
+      "required": []
+    },
+    "persona_phone_risk_score": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Risk associated with the phone number. The risk score ranges from 0 to 100. The higher the risk score, the higher the risk level.",
+      "required": []
+    },
+    "ip_address_risk_level": {
+      "type": [
+        "string",
+        "null"
+      ],
+      "description": "Checks if the IP country code matches the persona country code",
+      "required": []
+    },
+    "login_frequency": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "This counts the number of times the user logs in based on the inquiry_updated_at timestamp, providing insights into the user's login behavior throughout the loan process.",
+      "required": []
+    },
+    "suspect_score": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Suspect score",
+      "required": []
+    },
+    "confidence_score": {
+      "type": [
+        "number",
+        "null"
+      ],
+      "description": "Confidence score",
+      "required": []
+    },
+    "name_consistency": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Checks if the first name in the persona matches the user-provided first name",
+      "required": []
+    },
+    "ip_location_consistency": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "description": "Number of distinct IP locations for a user and loan",
+      "required": []
+    }
+  },
+  "required": []
+}