eligibility/variables.py

from openfisca_core.variables import Variable
from openfisca_core.periods import ETERNITY, YEAR
import numpy as np
from .entities import Person 

# Input variables
class annual_income(Variable):
    value_type = float
    entity = Person
    definition_period = YEAR
    label = "Annual household income in INR"
    default_value = 0

class age(Variable):
    value_type = int
    entity = Person
    definition_period = ETERNITY
    label = "Age of person"
    default_value = 0

class is_farmer(Variable):
    value_type = bool
    entity = Person
    definition_period = ETERNITY
    label = "Is the person a farmer"
    default_value = False

class state(Variable):
    value_type = str
    entity = Person
    definition_period = ETERNITY
    label = "State of residence"
    default_value = ""

class caste_category(Variable):
    value_type = str
    entity = Person
    definition_period = ETERNITY
    label = "SC/ST/OBC/General"
    default_value = "General"

class gender(Variable):
    value_type = str
    entity = Person
    definition_period = ETERNITY
    label = "Gender (Male/Female/Other)"
    default_value = "Unknown"

class is_bpl(Variable):
    """Below Poverty Line status — used by PMJAY and other welfare schemes."""
    value_type = bool
    entity = Person
    definition_period = ETERNITY
    label = "Is the person below poverty line"
    default_value = False

class land_size_hectares(Variable):
    """Agricultural land holding in hectares — used by PM-KISAN."""
    value_type = float
    entity = Person
    definition_period = ETERNITY
    label = "Agricultural land size in hectares"
    default_value = 0.0

class is_disabled(Variable):
    value_type = bool
    entity = Person
    definition_period = ETERNITY
    label = "Person with disability status"
    default_value = False

class occupation(Variable):
    value_type = str
    entity = Person
    definition_period = ETERNITY
    label = "Primary occupation"
    default_value = "Unknown"

# Eligibility output variables
class eligible_pm_kisan(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for PM-KISAN scheme"
    def formula(person, period, parameters):
        return (
            person("is_farmer", period) *
            (person("annual_income", period) <= 200000)
        )

class eligible_chiranjeevi(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for Chiranjeevi Health Insurance (Rajasthan)"
    def formula(person, period, parameters):
        income = person("annual_income", period)
        state_val = person("state", period)
        return (
            (state_val == "Rajasthan") *
            (income <= 800000)
        )

class eligible_palanhar(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for Palanhar Yojana (Rajasthan)"
    def formula(person, period, parameters):
        return (
            (person("state", period) == "Rajasthan") *
            (person("caste_category", period) == "SC")
        )

# --- SPRINT 8: NEW SCHEMES EXPANSION ---

class eligible_ekal_nari(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Chief Minister Ekal Nari Samman Pension Yojana"
    def formula(person, period, parameters):
        # Approximated: Adult women in Rajasthan with low income
        return (person("state", period) == "Rajasthan") * (person("age", period) >= 18) * (person("annual_income", period) <= 500000)

class eligible_devnarayan_scholarship(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Devnarayan Pre-Matric Scholarship Scheme"
    def formula(person, period, parameters):
        # Approximated: OBC students under 18
        return (person("state", period) == "Rajasthan") * (person("caste_category", period) == "OBC") * (person("age", period) <= 18)

class eligible_incentive_to_girls(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Incentive To Girls"
    def formula(person, period, parameters):
        # Approximated: Young females (using age as proxy)
        return (person("state", period) == "Rajasthan") * (person("age", period) <= 18)

class eligible_widow_bed_scheme(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Widow B.Ed Scheme-Rajasthan"
    def formula(person, period, parameters):
        # Approximated: Adult women seeking education
        return (person("state", period) == "Rajasthan") * (person("age", period) >= 21)

class eligible_nirman_shramik_auzaar(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Nirman Shramik Auzaar Toolkit Sahayata Yojana"
    def formula(person, period, parameters):
        # Approximated: Working age adults with low income
        return (person("state", period) == "Rajasthan") * (person("age", period) >= 18) * (person("annual_income", period) <= 300000)

class eligible_indira_mahila_shakti(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Indira Mahila Shakti Udyam Protsahan Yojana"
    def formula(person, period, parameters):
        # Approximated: Adult women empowerment
        return (person("state", period) == "Rajasthan") * (person("age", period) >= 18)

class eligible_ayushman_arogya(Variable):
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Mukhyamantree Ayushman Arogya Yojana"
    def formula(person, period, parameters):
        # Approximated: Healthcare for residents under income threshold
        return (person("state", period) == "Rajasthan") * (person("annual_income", period) <= 800000)

# --- SPRINT 19: NATIONAL SCHEME EXPANSION ---

class eligible_pmjay(Variable):
    """
    Pradhan Mantri Jan Arogya Yojana (Ayushman Bharat)
    National Health Protection Scheme - up to ₹5 lakh/family/year
    
    Eligibility (simplified from SECC deprivation criteria):
    - Annual income below ₹5 lakh
    - OR BPL status
    - Available nationwide
    """
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for Ayushman Bharat PMJAY"
    def formula(person, period, parameters):
        income = person("annual_income", period)
        bpl = person("is_bpl", period)
        return (income <= 500000) | bpl  # bitwise OR for vectorized logic

class eligible_pmay_gramin(Variable):
    """
    Pradhan Mantri Awas Yojana - Gramin (Rural Housing)
    
    Eligibility:
    - Annual income below ₹3 lakh
    - Must be from rural area (approximated by BPL or low income)
    """
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for PMAY Gramin (Rural Housing)"
    def formula(person, period, parameters):
        income = person("annual_income", period)
        return income <= 300000

class eligible_ujjwala(Variable):
    """
    Pradhan Mantri Ujjwala Yojana (Free LPG connection)
    
    Eligibility:
    - BPL household
    - Adult woman (age >= 18)
    """
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for Ujjwala Yojana (Free LPG)"
    def formula(person, period, parameters):
        bpl = person("is_bpl", period)
        age_val = person("age", period)
        gender_val = person("gender", period)
        return bpl & (age_val >= 18) & (gender_val == "Female")  # bitwise AND for vectorized logic

class eligible_scholarship_sc_st(Variable):
    """
    Post-Matric Scholarship for SC/ST Students (National)
    
    Eligibility:
    - SC or ST category
    - Age 16-35 (post-matric)
    - Annual income below ₹2.5 lakh
    """
    value_type = bool
    entity = Person
    definition_period = YEAR
    label = "Eligible for SC/ST Post-Matric Scholarship"
    def formula(person, period, parameters):
        caste = person("caste_category", period)
        age_val = person("age", period)
        income = person("annual_income", period)
        is_sc_st = (caste == "SC") | (caste == "ST")  # bitwise OR for vectorized logic
        return is_sc_st & (age_val >= 16) & (age_val <= 35) & (income <= 250000)  # bitwise AND