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Move the code over from private repository (#3)
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Kerem Yilmaz
GitHub
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185
streamlit_app/visualizer/sample_data.py
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185
streamlit_app/visualizer/sample_data.py
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import json
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def get_sample_url() -> str:
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return "https://www.geico.com"
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def get_sample_navigation_goal() -> str:
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return "Navigate through the website until you generate an auto insurance quote. Do not generate a home insurance quote. If this page contains an auto insurance quote, consider the goal achieved"
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def get_sample_data_extraction_goal() -> str:
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return "Extract all quote information in JSON format including the premium amount, the timeframe for the quote."
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def get_sample_navigation_payload() -> str:
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navigation_payload = {
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"licensed_at_age": 19,
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"education_level": "HIGH_SCHOOL",
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"phone_number": "8042221111",
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"full_name": "Chris P. Bacon",
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"past_claim": [],
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"has_claims": False,
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"spouse_occupation": "Florist",
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"auto_current_carrier": "None",
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"home_commercial_uses": None,
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"spouse_full_name": "Amy Stake",
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"auto_commercial_uses": None,
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"requires_sr22": False,
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"previous_address_move_date": None,
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"line_of_work": None,
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"spouse_age": "1987-12-12",
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"auto_insurance_deadline": None,
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"email": "chris.p.bacon@abc.com",
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"net_worth_numeric": 1000000,
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"spouse_gender": "F",
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"marital_status": "married",
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"spouse_licensed_at_age": 20,
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"license_number": "AAAAAAA090AA",
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"spouse_license_number": "AAAAAAA080AA",
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"how_much_can_you_lose": 25000,
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"vehicles": [
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{
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"annual_mileage": 10000,
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"commute_mileage": 4000,
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"existing_coverages": None,
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"ideal_coverages": {
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"bodily_injury_per_incident_limit": 50000,
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"bodily_injury_per_person_limit": 25000,
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"collision_deductible": 1000,
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"comprehensive_deductible": 1000,
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"personal_injury_protection": None,
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"property_damage_per_incident_limit": None,
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"property_damage_per_person_limit": 25000,
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"rental_reimbursement_per_incident_limit": None,
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"rental_reimbursement_per_person_limit": None,
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"roadside_assistance_limit": None,
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"underinsured_motorist_bodily_injury_per_incident_limit": 50000,
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"underinsured_motorist_bodily_injury_per_person_limit": 25000,
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"underinsured_motorist_property_limit": None,
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},
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"ownership": "Owned",
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"parked": "Garage",
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"purpose": "commute",
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"vehicle": {
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"style": "AWD 3.0 quattro TDI 4dr Sedan",
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"model": "A8 L",
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"price_estimate": 29084,
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"year": 2015,
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"make": "Audi",
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},
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"vehicle_id": None,
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"vin": None,
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}
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],
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"additional_drivers": [],
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"home": [
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{
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"home_ownership": "owned",
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}
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],
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"spouse_line_of_work": "Agriculture, Forestry and Fishing",
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"occupation": "Customer Service Representative",
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"id": None,
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"gender": "M",
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"credit_check_authorized": False,
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"age": "1987-11-11",
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"license_state": "Washington",
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"cash_on_hand": "$10000–14999",
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"address": {
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"city": "HOUSTON",
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"country": "US",
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"state": "TX",
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"street": "9625 GARFIELD AVE.",
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"zip": "77082",
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},
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"spouse_education_level": "MASTERS",
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"spouse_email": "amy.stake@abc.com",
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"spouse_added_to_auto_policy": True,
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}
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return json.dumps(navigation_payload)
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def get_sample_extracted_information_schema() -> str:
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extracted_information_schema = {
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"additionalProperties": False,
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"properties": {
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"quotes": {
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"items": {
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"additionalProperties": False,
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"properties": {
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"coverages": {
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"items": {
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"additionalProperties": False,
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"properties": {
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"amount": {
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"description": "The coverage amount in USD, which can be a single value or a range (e.g., '$300,000' or '$300,000/$300,000').",
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"type": "string",
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},
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"included": {
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"description": "Indicates whether the coverage is included in the policy (true or False).",
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"type": "boolean",
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},
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"type": {
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"description": "The limit of the coverage (e.g., 'bodily_injury_limit', 'property_damage_limit', 'underinsured_motorist_bodily_injury_limit').\nTranslate the english name of the coverage to snake case values in the following list:\n * bodily_injury_limit\n * property_damage_limit\n * underinsured_motorist_bodily_injury_limit\n * personal_injury_protection\n * accidental_death\n * work_loss_exclusion\n",
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"type": "string",
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},
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},
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"type": "object",
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},
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"type": "array",
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},
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"premium_amount": {
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"description": "The total premium amount for the whole quote timeframe in USD, formatted as a string (e.g., '$321.57').",
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"type": "string",
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},
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"quote_number": {
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"description": "The quote number generated by the carrier that identifies this quote",
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"type": "string",
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},
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"timeframe": {
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"description": "The duration of the coverage, typically expressed in months or years.",
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"type": "string",
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},
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"vehicle_coverages": {
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"items": {
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"additionalProperties": False,
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"properties": {
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"collision_deductible": {
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"description": "The collision deductible amount in USD, which is a single value (e.g., '$500') or null if it is not included",
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"type": "string",
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},
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"comprehensive_deductible": {
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"description": "The collision deductible amount in USD, which is a single value (e.g., '$500') or null if it is not included",
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"type": "string",
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},
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"for_vehicle": {
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"additionalProperties": False,
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"description": "The vehicle that the collision and comprehensive coverage is for",
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"properties": {
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"make": {"description": "The make of the vehicle", "type": "string"},
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"model": {"description": "The model of the vehicle", "type": "string"},
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"year": {"description": "The year of the vehicle", "type": "string"},
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},
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"type": "object",
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},
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"underinsured_property_damage": {
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"description": "The underinsured property damage limit for this vehicle, which is a limit and a deductible (e.g., '$25,000/$250 deductible') or null if it is not included",
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"type": "string",
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},
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},
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"type": "object",
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},
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"type": "array",
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},
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},
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"type": "object",
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},
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"type": "array",
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}
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},
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"type": "object",
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}
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return json.dumps(extracted_information_schema)
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