Model/asset_list/mappings/built_form.py

import numpy as np

STANDARD_BUILT_FORMS = {
    "unknown",
    # Houses
    "end-terrace", "semi-detached", "detached", "mid-terrace",
    # Flats
    "ground floor", "mid-floor", "top-floor", "basement"
}

BUILT_FORM_MAPPINGS = {
    'House (End Terrace)': 'end-terrace',
    'Ground Floor Flat General': 'ground floor',
    'House (Semi)': 'semi-detached',
    'House (Mid Terrace)': 'mid-terrace',
    'Bungalow': 'unknown',
    'House (Mid terrace)': 'mid-terrace',
    'Maisonette': 'unknown',
    'Flat': 'unknown',
    'First Floor Flat General': 'mid-floor',
    'Bungalow (Semi)': 'semi-detached',

    'Detached House': 'detached',
    'End Terraced House': 'end-terrace',
    'Studio (Ground floor)': 'ground floor',
    'Mid Terraced House': 'mid-terrace',
    'Ground Floor Flat': 'ground floor',
    'Semi Detached House': 'semi-detached',
    'Detached Property': 'detached',
    'Level not confirmed': 'unknown',
    'Bedsit': 'unknown',
    'Cottage': 'detached',
    'Terraced House': 'mid-terrace',
    'Studio (1st Floor)': 'ground floor',
    'Standard Maisonette': 'unknown',
    'Third Floor Flat or Above': 'top-floor',
    'Town House': 'end-terrace',
    'Guest room in a complex': 'unknown',
    'Back To Back House': 'mid-terrace',
    'PIMSS EMPTY': 'unknown',
    'Flat Basement': 'basement',
    'House': 'unknown',
    'Second Floor Flat': 'mid-floor',
    'First Floor Flat': 'ground floor',
    'Room Only': 'unknown',

    'End Terrace Housex': 'end-terrace',
    'Mid Terrace Bungalow': 'mid-terrace',
    'End Terrace Bungalow': 'end-terrace',
    'Mid Terrace House': 'mid-terrace',
    'Detached Bungalow': 'detached',
    'End Terrace House': 'end-terrace',
    'Mid Terrace Housekeeping ': 'mid-terrace',
    'Semi Detached Bung': 'semi-detached',
    'Guest Room': 'unknown',
    'Coach House': 'detached',
    'Office Buildings': 'unknown',
    'Maisonnette': 'mid-floor',
    'Bedspace': 'unknown',
    'Studio (3rd floor and above)': 'top-floor',
    'Adapted Property For Disabled': 'unknown',
    'Studio (2nd floor)': 'mid-floor',
    np.nan: 'unknown',
    'Third Floor Flat': 'mid-floor',
    '2 Ext. Wall Flat': 'mid-terrace',
    'Hostel': 'unknown',
    'Flat: Mid Terrace: Mid Floor': 'mid-terrace',
    'Bungalow: SemiDetached': 'semi-detached',
    'Flat: End Terrace: Top Floor': 'end-terrace',
    'Flat: Enclosed End Terrace: Top Floor': 'end-terrace',
    'Maisonette: End Terrace: Ground Floor': 'end-terrace',
    'Flat: End Terrace: Ground Floor': 'end-terrace',
    'Flat: Mid Terrace: Top Floor': 'mid-terrace',
    'House: Detached': 'detached',
    'Flat: End Terrace: Mid Floor': 'end-terrace',
    'House: SemiDetached': 'semi-detached',
    'Flat: Semi Detached: Ground Floor': 'semi-detached',
    'Flat: Semi Detached: Top Floor': 'semi-detached',
    'Flat: Mid Terrace: Ground Floor': 'mid-terrace',
    'House: MidTerrace': 'mid-terrace',
    'House: EndTerrace': 'end-terrace',
    'Bungalow: EndTerrace': 'end-terrace',
    'Bungalow: MidTerrace': 'mid-terrace',
    'Flat: Semi Detached: Mid Floor': 'semi-detached',
    'Maisonette: Mid Terrace: Top Floor': 'mid-terrace',
    'Flat: Enclosed Mid Terrace: Mid Floor': 'mid-terrace',
    'Flat: Enclosed Mid Terrace: Ground Floor': 'mid-terrace',
    'Flat: Detached: Ground Floor': 'detached',
    'Flat: Detached: Mid Floor': 'detached',
    'Flat: Detached: Top Floor': 'detached',
    'Flat: Enclosed End Terrace: Mid Floor': 'end-terrace',
    'Bungalow: Detached': 'detached',
    'Maisonette: End Terrace: Mid Floor': 'end-terrace',
    'Maisonette: Detached: Top Floor': 'detached',
    'Flat: Enclosed End Terrace: Ground Floor': 'end-terrace',
    'Flat: Enclosed Mid Terrace: Top Floor': 'mid-terrace',
    'House: EnclosedEndTerrace': 'end-terrace',
    '3 Ext. Wall Flat': 'semi-detached',
    'Bungalow Detached': 'detached',
    'Bungalow End Terrace': 'end-terrace',
    'Bungalow Mid Terrace': 'mid-terrace',
    'Bungalow Semi Detached': 'detached',
    'Maisonette 2 Ext. Wall': 'mid-terrace',
    'Maisonette 3 Ext. Wall': 'semi-detached',
    'End-terrace': 'end-terrace',
    'Mid-terrace': 'mid-terrace',
    'Semi-detached': 'semi-detached',
    'Detached': 'detached',
    'Flat / maisonette': 'unknown',
    '2014 onwards': 'unknown',

    'Semi Detached': 'semi-detached',
    'End Terraced': 'end-terrace',
    'Basement': 'basement',
    'No': 'unknown',
    'Mid Terrace': 'mid-terrace',
    'Link Detached': 'detached',
    'Mid Terraced': 'mid-terrace',
    'Ground Floor': 'ground floor',
    'End Terrace': 'end-terrace',
    'Sheltrd Semi Det': 'semi-detached',
    'Shop': 'unknown',
    'Fourth Floor': 'mid-floor',
    'Terraced': 'mid-terrace',
    'Leasehold Terr': 'mid-terrace',
    'Room': 'unknown',
    'Second Floor': 'mid-floor',
    'Third Floor': 'mid-floor',
    'Office': 'unknown',
    'First Floor Over Arch': 'ground floor',
    '16-25 IND-PPL': 'unknown',
    'Seventh Floor': 'top-floor',
    'Sheltered': 'unknown',
    'Shelt Bung End': 'end-terrace',
    'Room In Shared Accommodation': 'unknown',
    'Sheltred Bung Terrace': 'mid-terrace',
    'Garage In Block': 'unknown',
    'First Floor': 'ground floor',
    'First Floor Over Garage': 'ground floor',
    'Leasehold': 'unknown',
    'Sheltred Bung': 'unknown',
    'Garage': 'unknown',
    'Sixth Floor': 'top-floor',
    'Sheltered Bung': 'semi-detached',
    'Guest': 'unknown',
    'Fifth Floor': 'mid-floor'

}