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schema.yml
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1141 lines (1115 loc) · 45.6 KB
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# disable-check-sort-order
sources:
- name: model
tables:
- name: assessment_card
description: '{{ doc("table_assessment_card") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_assessment_card_unique_pin_card_year_run
combination_of_columns:
- meta_pin
- meta_card_num
- meta_year
- run_id
config:
# We add fixed error thresholds here since duplicated data
# exists from before these tests were implemented. If duplicated
# data is added after 12/27/2024, warnings should be errors.
error_if: ">5748"
- name: assessment_pin
description: '{{ doc("table_assessment_pin") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_assessment_pin_unique_pin_year_run
combination_of_columns:
- meta_pin
- meta_year
- run_id
config:
error_if: ">2016"
- name: feature_importance
description: '{{ doc("table_feature_importance") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_feature_importance_unique_year_run_feature
combination_of_columns:
- year
- run_id
- model_predictor_all_name
- name: metadata
description: '{{ doc("table_metadata") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_metadata_unique_year_run
combination_of_columns:
- year
- run_id
- name: comp
description: '{{ doc("table_comp") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_comp_unique_pin_card_run_id
combination_of_columns:
- pin
- card
- run_id
- name: parameter_final
description: '{{ doc("table_parameter_final") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_parameter_final_unique_year_run
combination_of_columns:
- year
- run_id
- name: parameter_range
description: '{{ doc("table_parameter_range") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_parameter_range_unique_year_run_param
combination_of_columns:
- year
- run_id
- parameter_name
- name: parameter_search
description: '{{ doc("table_parameter_search") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_parameter_search_unique_by_keys
combination_of_columns:
- year
- run_id
- iteration
- configuration
- fold_id
config:
error_if: ">400"
- name: performance
description: '{{ doc("table_performance") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_performance_unique_by_keys
combination_of_columns:
- year
- run_id
- stage
- triad_code
- geography_type
- geography_id
- class
- name: performance_quantile
description: '{{ doc("table_performance_quantile") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_performance_quantile_unique_by_keys
combination_of_columns:
- year
- run_id
- triad_code
- stage
- geography_type
- geography_id
- class
- num_quantile
- quantile
- name: pinval_test_training_data
description: '{{ doc("pinval_test_training_data") }}'
- name: shap
description: '{{ doc("table_shap") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_shap_unique_pin_card_year_run
combination_of_columns:
- year
- run_id
- meta_pin
- meta_card_num
config:
error_if: ">524"
- name: test_card
description: '{{ doc("table_test_card") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_test_card_unique_pin_card_year_run_doc
combination_of_columns:
- year
- run_id
- meta_pin
- meta_card_num
- meta_sale_document_num
config:
error_if: ">102422"
- name: timing
description: '{{ doc("table_timing") }}'
tags:
- load_auto
data_tests:
- unique_combination_of_columns:
name: model_timing_unique_year_run
combination_of_columns:
- year
- run_id
- name: training_data
description: '{{ doc("table_training_data") }}'
tags:
- load_manual
data_tests:
- unique_combination_of_columns:
name: model_training_data_unique_run_id_pin_card_num
combination_of_columns:
- run_id
- meta_sale_document_num
- meta_card_num
config:
error_if: ">2"
models:
- name: model.final_model
description: '{{ doc("table_final_model") }}'
columns:
- name: year
description: '{{ doc("shared_column_year") }}'
- name: run_id
description: '{{ doc("shared_column_run_id") }}'
- name: triad_name
description: '{{ doc("shared_column_triad_name") }}'
- name: type
description: Model type (residential or condo)
- name: is_final
description: Was this the final model of the year?
- name: date_chosen
description: Date on which the model was selected as the final model
- name: date_emailed
description: Date on which the yearly "model email" was sent
- name: date_finalized
description: Date on which export artifacts were shared with Valuations
- name: reason_chosen
description: Reason why the model run was chosen as the final version
- name: township_code_coverage
description: |
Townships for which the values from this model were used.
Some years may have multiple models which cover different townships,
as a later model may contain a change or improvement from the
initially used model.
- name: reference_run_id
description: |
An optional run_id that this model was based on.
Typically the final model is the same as the reference run, but with
all feature flags enabled.
- name: email_title
description: |
Title of the email sent to leadership and Valuations announcing
the final model for the year.
- name: note
description: |
Any notes or caveats associated with the model run
- name: model.vw_pin_shared_input
description: '{{ doc("view_vw_pin_shared_input") }}'
config:
tags:
- daily
columns:
- &acs5_count_sex_total
name: acs5_count_sex_total
description: '{{ doc("column_count_sex_total") }}'
- &acs5_median_age_total
name: acs5_median_age_total
description: '{{ doc("column_median_age_total") }}'
- &acs5_median_household_owner_occupied_value
name: acs5_median_household_owner_occupied_value
description: '{{ doc("column_median_household_owner_occupied_value") }}'
- &acs5_median_household_renter_occupied_gross_rent
name: acs5_median_household_renter_occupied_gross_rent
description: '{{ doc("column_median_household_renter_occupied_gross_rent") }}'
- &acs5_median_household_total_occupied_year_built
name: acs5_median_household_total_occupied_year_built
description: '{{ doc("column_median_household_total_occupied_year_built") }}'
- &acs5_median_income_household_past_year
name: acs5_median_income_household_past_year
description: '{{ doc("column_median_income_household_past_year") }}'
- &acs5_median_income_per_capita_past_year
name: acs5_median_income_per_capita_past_year
description: '{{ doc("column_median_income_per_capita_past_year") }}'
- &acs5_percent_age_children
name: acs5_percent_age_children
description: '{{ doc("column_percent_age_children") }}'
- &acs5_percent_age_senior
name: acs5_percent_age_senior
description: '{{ doc("column_percent_age_senior") }}'
- &acs5_percent_education_bachelor
name: acs5_percent_education_bachelor
description: '{{ doc("column_percent_education_bachelor") }}'
- &acs5_percent_education_graduate
name: acs5_percent_education_graduate
description: '{{ doc("column_percent_education_graduate") }}'
- &acs5_percent_education_high_school
name: acs5_percent_education_high_school
description: '{{ doc("column_percent_education_high_school") }}'
- &acs5_percent_employment_unemployed
name: acs5_percent_employment_unemployed
description: '{{ doc("column_percent_employment_unemployed") }}'
- &acs5_percent_household_family_married
name: acs5_percent_household_family_married
description: '{{ doc("column_percent_household_family_married") }}'
- &acs5_percent_household_nonfamily_alone
name: acs5_percent_household_nonfamily_alone
description: '{{ doc("column_percent_household_nonfamily_alone") }}'
- &acs5_percent_household_owner_occupied
name: acs5_percent_household_owner_occupied
description: '{{ doc("column_percent_household_owner_occupied") }}'
- &acs5_percent_household_total_occupied_w_sel_cond
name: acs5_percent_household_total_occupied_w_sel_cond
description: '{{ doc("column_percent_household_total_occupied_w_sel_cond") }}'
- &acs5_percent_income_below_poverty_level
name: acs5_percent_income_below_poverty_level
description: '{{ doc("column_percent_income_below_poverty_level") }}'
- &acs5_percent_income_household_received_snap_past_year
name: acs5_percent_income_household_received_snap_past_year
description: '{{ doc("column_percent_income_household_received_snap_past_year") }}'
- &acs5_percent_mobility_moved_from_other_state
name: acs5_percent_mobility_moved_from_other_state
description: '{{ doc("column_percent_mobility_moved_from_other_state") }}'
- &acs5_percent_mobility_moved_in_county
name: acs5_percent_mobility_moved_in_county
description: '{{ doc("column_percent_mobility_moved_in_county") }}'
- &acs5_percent_mobility_no_move
name: acs5_percent_mobility_no_move
description: '{{ doc("column_percent_mobility_no_move") }}'
- &ccao_is_active_exe_homeowner
name: ccao_is_active_exe_homeowner
description: '{{ doc("shared_column_is_active_exe_homeowner") }}'
- &ccao_is_corner_lot
name: ccao_is_corner_lot
description: '{{ doc("shared_column_is_corner_lot") }}'
- &ccao_n_years_exe_homeowner
name: ccao_n_years_exe_homeowner
description: '{{ doc("shared_column_n_years_exe_homeowner") }}'
- &loc_access_cmap_walk_nta_score
name: loc_access_cmap_walk_nta_score
description: '{{ doc("column_access_cmap_walk_nta_score") }}'
- &loc_access_cmap_walk_total_score
name: loc_access_cmap_walk_total_score
description: '{{ doc("column_access_cmap_walk_total_score") }}'
- &loc_census_acs5_data_year
name: loc_census_acs5_data_year
description: '{{ doc("shared_column_data_year") }}'
- &loc_census_acs5_puma_geoid
name: loc_census_acs5_puma_geoid
description: '{{ doc("column_census_puma_geoid") }}'
- &loc_census_acs5_tract_geoid
name: loc_census_acs5_tract_geoid
description: '{{ doc("column_census_tract_geoid") }}'
- &loc_census_data_year
name: loc_census_data_year
description: '{{ doc("shared_column_data_year") }}'
- &loc_census_puma_geoid
name: loc_census_puma_geoid
description: '{{ doc("column_census_puma_geoid") }}'
- &loc_census_tract_geoid
name: loc_census_tract_geoid
description: '{{ doc("column_census_tract_geoid") }}'
- &loc_chicago_community_area_name
name: loc_chicago_community_area_name
description: '{{ doc("column_chicago_community_area_name") }}'
- &loc_env_airport_noise_dnl
name: loc_env_airport_noise_dnl
description: '{{ doc("column_env_airport_noise_dnl") }}'
- &loc_env_flood_fema_sfha
name: loc_env_flood_fema_sfha
description: '{{ doc("column_env_flood_fema_sfha") }}'
- &loc_env_flood_fs_factor
name: loc_env_flood_fs_factor
description: '{{ doc("column_env_flood_fs_factor") }}'
- &loc_env_flood_fs_risk_direction
name: loc_env_flood_fs_risk_direction
description: '{{ doc("column_env_flood_fs_risk_direction") }}'
- &loc_env_ohare_noise_contour_no_buffer_bool
name: loc_env_ohare_noise_contour_no_buffer_bool
description: '{{ doc("column_env_ohare_noise_contour_no_buffer_bool") }}'
- &loc_latitude
name: loc_latitude
description: '{{ doc("shared_column_latitude") }}'
- &loc_longitude
name: loc_longitude
description: '{{ doc("shared_column_longitude") }}'
- &loc_misc_subdivision_id
name: loc_misc_subdivision_id
description: '{{ doc("column_misc_subdivision_id") }}'
- &loc_property_address
name: loc_property_address
description: '{{ doc("shared_column_prop_address_full") }}'
- &loc_property_city
name: loc_property_city
description: '{{ doc("shared_column_prop_address_city_name") }}'
- &loc_property_state
name: loc_property_state
description: '{{ doc("shared_column_prop_address_state") }}'
- &loc_property_zip
name: loc_property_zip
description: '{{ doc("shared_column_prop_address_zipcode_1") }}'
- &loc_school_elementary_district_geoid
name: loc_school_elementary_district_geoid
description: '{{ doc("column_school_elementary_district_geoid") }}'
- &loc_school_secondary_district_geoid
name: loc_school_secondary_district_geoid
description: '{{ doc("column_school_secondary_district_geoid") }}'
- &loc_school_unified_district_geoid
name: loc_school_unified_district_geoid
description: '{{ doc("column_school_unified_district_geoid") }}'
- &loc_tax_municipality_name
name: loc_tax_municipality_name
description: '{{ doc("column_tax_district_name") }}'
- &loc_tax_special_service_area_num
name: loc_tax_special_service_area_num
description: '{{ doc("column_tax_district_num") }}'
- &loc_tax_tif_district_num
name: loc_tax_tif_district_num
description: '{{ doc("column_tax_district_num") }}'
- &loc_ward_num
name: loc_ward_num
description: '{{ doc("column_ward_num") }}'
- &loc_x_3435
name: loc_x_3435
description: '{{ doc("shared_column_x_3435") }}'
- &loc_y_3435
name: loc_y_3435
description: '{{ doc("shared_column_y_3435") }}'
- &meta_1yr_pri_board_bldg
name: meta_1yr_pri_board_bldg
description: '{{ doc("shared_column_board_bldg") }}'
- &meta_1yr_pri_board_land
name: meta_1yr_pri_board_land
description: '{{ doc("shared_column_board_land") }}'
- &meta_1yr_pri_board_tot
name: meta_1yr_pri_board_tot
description: '{{ doc("shared_column_board_tot") }}'
- &meta_2yr_pri_board_bldg
name: meta_2yr_pri_board_bldg
description: '{{ doc("shared_column_board_bldg") }}'
- &meta_2yr_pri_board_land
name: meta_2yr_pri_board_land
description: '{{ doc("shared_column_board_land") }}'
- &meta_2yr_pri_board_tot
name: meta_2yr_pri_board_tot
description: '{{ doc("shared_column_board_tot") }}'
- &meta_board_bldg
name: meta_board_bldg
description: '{{ doc("shared_column_board_bldg") }}'
- &meta_board_land
name: meta_board_land
description: '{{ doc("shared_column_board_land") }}'
- &meta_board_tot
name: meta_board_tot
description: '{{ doc("shared_column_board_tot") }}'
- &meta_certified_bldg
name: meta_certified_bldg
description: '{{ doc("shared_column_certified_bldg") }}'
- &meta_certified_land
name: meta_certified_land
description: '{{ doc("shared_column_certified_land") }}'
- &meta_certified_tot
name: meta_certified_tot
description: '{{ doc("shared_column_certified_tot") }}'
- &meta_class
name: meta_class
description: '{{ doc("shared_column_class") }}'
- &meta_mailed_bldg
name: meta_mailed_bldg
description: '{{ doc("shared_column_mailed_bldg") }}'
- &meta_mailed_land
name: meta_mailed_land
description: '{{ doc("shared_column_mailed_land") }}'
- &meta_mailed_tot
name: meta_mailed_tot
description: '{{ doc("shared_column_mailed_tot") }}'
- &meta_nbhd_code
name: meta_nbhd_code
description: '{{ doc("shared_column_nbhd_code") }}'
- &meta_pin
name: meta_pin
description: '{{ doc("shared_column_pin") }}'
- &meta_pin10
name: meta_pin10
description: '{{ doc("shared_column_pin10") }}'
- &meta_tax_code
name: meta_tax_code
description: '{{ doc("shared_column_tax_code") }}'
- &meta_township_code
name: meta_township_code
description: '{{ doc("shared_column_township_code") }}'
- &meta_township_name
name: meta_township_name
description: '{{ doc("shared_column_township_name") }}'
- &meta_triad_code
name: meta_triad_code
description: '{{ doc("shared_column_triad_code") }}'
- &meta_triad_name
name: meta_triad_name
description: '{{ doc("shared_column_triad_name") }}'
- &meta_year
name: meta_year
description: '{{ doc("shared_column_year") }}'
- &nearest_neighbor_1_dist_ft
name: nearest_neighbor_1_dist_ft
description: '{{ doc("column_nearest_neighbor_dist_ft") }}'
- &nearest_neighbor_1_pin10
name: nearest_neighbor_1_pin10
description: '{{ doc("column_nearest_neighbor_pin10") }}'
- &nearest_neighbor_2_dist_ft
name: nearest_neighbor_2_dist_ft
description: '{{ doc("column_nearest_neighbor_dist_ft") }}'
- &nearest_neighbor_2_pin10
name: nearest_neighbor_2_pin10
description: '{{ doc("column_nearest_neighbor_pin10") }}'
- &nearest_neighbor_3_dist_ft
name: nearest_neighbor_3_dist_ft
description: '{{ doc("column_nearest_neighbor_dist_ft") }}'
- &nearest_neighbor_3_pin10
name: nearest_neighbor_3_pin10
description: '{{ doc("column_nearest_neighbor_pin10") }}'
- &other_ihs_avg_year_index
name: other_ihs_avg_year_index
description: '{{ doc("shared_column_ihs_avg_year_index") }}'
- &other_ari
name: other_ari
description: '{{ doc("shared_column_ari") }}'
- &other_dci
name: other_dci
description: '{{ doc("shared_column_dci") }}'
- &other_school_district_elementary_avg_rating
name: other_school_district_elementary_avg_rating
description: '{{ doc("shared_column_school_district_elementary_avg_rating") }}'
- &other_school_district_secondary_avg_rating
name: other_school_district_secondary_avg_rating
description: '{{ doc("shared_column_school_district_secondary_avg_rating") }}'
- &other_tax_bill_amount_total
name: other_tax_bill_amount_total
description: '{{ doc("shared_column_tax_bill_amount_total") }}'
- &other_tax_bill_rate
name: other_tax_bill_rate
description: '{{ doc("shared_column_tax_bill_rate") }}'
- &prox_airport_dnl_total
name: prox_airport_dnl_total
description: '{{ doc("column_airport_dnl_total") }}'
- &prox_avg_school_rating_in_half_mile
name: prox_avg_school_rating_in_half_mile
description: '{{ doc("column_avg_school_rating_in_half_mile") }}'
- &prox_lake_michigan_dist_ft
name: prox_lake_michigan_dist_ft
description: '{{ doc("column_lake_michigan_dist_ft") }}'
- &prox_nearest_bike_trail_dist_ft
name: prox_nearest_bike_trail_dist_ft
description: '{{ doc("column_nearest_bike_trail_dist_ft") }}'
- &prox_nearest_cemetery_dist_ft
name: prox_nearest_cemetery_dist_ft
description: '{{ doc("column_nearest_cemetery_dist_ft") }}'
- &prox_nearest_cta_route_dist_ft
name: prox_nearest_cta_route_dist_ft
description: '{{ doc("column_nearest_cta_route_dist_ft") }}'
- &prox_nearest_cta_stop_dist_ft
name: prox_nearest_cta_stop_dist_ft
description: '{{ doc("column_nearest_cta_stop_dist_ft") }}'
- &prox_nearest_golf_course_dist_ft
name: prox_nearest_golf_course_dist_ft
description: '{{ doc("column_nearest_golf_course_dist_ft") }}'
- &prox_nearest_hospital_dist_ft
name: prox_nearest_hospital_dist_ft
description: '{{ doc("column_nearest_hospital_dist_ft") }}'
- &prox_nearest_major_road_dist_ft
name: prox_nearest_major_road_dist_ft
description: '{{ doc("column_nearest_major_road_dist_ft") }}'
- &prox_nearest_metra_route_dist_ft
name: prox_nearest_metra_route_dist_ft
description: '{{ doc("column_nearest_metra_route_dist_ft") }}'
- &prox_nearest_metra_stop_dist_ft
name: prox_nearest_metra_stop_dist_ft
description: '{{ doc("column_nearest_metra_stop_dist_ft") }}'
- &prox_nearest_new_construction_dist_ft
name: prox_nearest_new_construction_dist_ft
description: '{{ doc("column_nearest_new_construction_dist_ft") }}'
- &prox_nearest_park_dist_ft
name: prox_nearest_park_dist_ft
description: '{{ doc("column_nearest_park_dist_ft") }}'
- &prox_nearest_railroad_dist_ft
name: prox_nearest_railroad_dist_ft
description: '{{ doc("column_nearest_railroad_dist_ft") }}'
- &prox_nearest_road_arterial_daily_traffic
name: prox_nearest_road_arterial_daily_traffic
description: '{{ doc("column_nearest_road_arterial_daily_traffic") }}'
- &prox_nearest_road_arterial_dist_ft
name: prox_nearest_road_arterial_dist_ft
description: '{{ doc("column_nearest_road_arterial_dist_ft") }}'
- &prox_nearest_road_arterial_lanes
name: prox_nearest_road_arterial_lanes
description: '{{ doc("column_nearest_road_arterial_lanes") }}'
- &prox_nearest_road_arterial_speed_limit
name: prox_nearest_road_arterial_speed_limit
description: '{{ doc("column_nearest_road_arterial_speed_limit") }}'
- &prox_nearest_road_arterial_surface_type
name: prox_nearest_road_arterial_surface_type
description: '{{ doc("column_nearest_road_arterial_surface_type") }}'
- &prox_nearest_road_collector_daily_traffic
name: prox_nearest_road_collector_daily_traffic
description: '{{ doc("column_nearest_road_collector_daily_traffic") }}'
- &prox_nearest_road_collector_dist_ft
name: prox_nearest_road_collector_dist_ft
description: '{{ doc("column_nearest_road_collector_dist_ft") }}'
- &prox_nearest_road_collector_lanes
name: prox_nearest_road_collector_lanes
description: '{{ doc("column_nearest_road_collector_lanes") }}'
- &prox_nearest_road_collector_speed_limit
name: prox_nearest_road_collector_speed_limit
description: '{{ doc("column_nearest_road_collector_speed_limit") }}'
- &prox_nearest_road_collector_surface_type
name: prox_nearest_road_collector_surface_type
description: '{{ doc("column_nearest_road_collector_surface_type") }}'
- &prox_nearest_road_highway_daily_traffic
name: prox_nearest_road_highway_daily_traffic
description: '{{ doc("column_nearest_road_highway_daily_traffic") }}'
- &prox_nearest_road_highway_dist_ft
name: prox_nearest_road_highway_dist_ft
description: '{{ doc("column_nearest_road_highway_dist_ft") }}'
- &prox_nearest_road_highway_lanes
name: prox_nearest_road_highway_lanes
description: '{{ doc("column_nearest_road_highway_lanes") }}'
- &prox_nearest_road_highway_speed_limit
name: prox_nearest_road_highway_speed_limit
description: '{{ doc("column_nearest_road_highway_speed_limit") }}'
- &prox_nearest_road_highway_surface_type
name: prox_nearest_road_highway_surface_type
description: '{{ doc("column_nearest_road_highway_surface_type") }}'
- &prox_nearest_secondary_road_dist_ft
name: prox_nearest_secondary_road_dist_ft
description: '{{ doc("column_nearest_secondary_road_dist_ft") }}'
- &prox_nearest_stadium_dist_ft
name: prox_nearest_stadium_dist_ft
description: '{{ doc("column_nearest_stadium_dist_ft") }}'
- &prox_nearest_university_dist_ft
name: prox_nearest_university_dist_ft
description: '{{ doc("column_nearest_university_dist_ft") }}'
- &prox_nearest_vacant_land_dist_ft
name: prox_nearest_vacant_land_dist_ft
description: '{{ doc("column_nearest_vacant_land_dist_ft") }}'
- &prox_nearest_water_dist_ft
name: prox_nearest_water_dist_ft
description: '{{ doc("column_nearest_water_dist_ft") }}'
- &prox_num_bus_stop_in_half_mile
name: prox_num_bus_stop_in_half_mile
description: '{{ doc("column_num_bus_stop_in_half_mile") }}'
- &prox_num_foreclosure_per_1000_pin_past_5_years
name: prox_num_foreclosure_per_1000_pin_past_5_years
description: '{{ doc("column_num_foreclosure_per_1000_pin_past_5_years") }}'
- &prox_num_pin_in_half_mile
name: prox_num_pin_in_half_mile
description: '{{ doc("column_num_pin_in_half_mile") }}'
- &prox_num_school_in_half_mile
name: prox_num_school_in_half_mile
description: '{{ doc("column_num_school_in_half_mile") }}'
- &prox_num_school_with_rating_in_half_mile
name: prox_num_school_with_rating_in_half_mile
description: '{{ doc("column_num_school_with_rating_in_half_mile") }}'
- &shp_parcel_centroid_dist_ft_sd
name: shp_parcel_centroid_dist_ft_sd
description: '{{ doc("column_parcel_centroid_dist_ft_sd") }}'
- &shp_parcel_edge_len_ft_sd
name: shp_parcel_edge_len_ft_sd
description: '{{ doc("column_parcel_edge_len_ft_sd") }}'
- &shp_parcel_interior_angle_sd
name: shp_parcel_interior_angle_sd
description: '{{ doc("column_parcel_interior_angle_sd") }}'
- &shp_parcel_mrr_area_ratio
name: shp_parcel_mrr_area_ratio
description: '{{ doc("column_parcel_mrr_area_ratio") }}'
- &shp_parcel_mrr_side_ratio
name: shp_parcel_mrr_side_ratio
description: '{{ doc("column_parcel_mrr_side_ratio") }}'
- &shp_parcel_num_vertices
name: shp_parcel_num_vertices
description: '{{ doc("column_parcel_num_vertices") }}'
data_tests:
- unique_combination_of_columns:
name: model_vw_pin_shared_input_unique_pin_year
combination_of_columns:
- meta_pin
- meta_year
- name: model.vw_card_res_input
description: '{{ doc("view_vw_card_res_input") }}'
config:
tags:
- daily
- type_res
columns:
# Columns inherited from vw_pin_shared_input
- *acs5_count_sex_total
- *acs5_median_age_total
- *acs5_median_household_owner_occupied_value
- *acs5_median_household_renter_occupied_gross_rent
- *acs5_median_household_total_occupied_year_built
- *acs5_median_income_household_past_year
- *acs5_median_income_per_capita_past_year
- *acs5_percent_age_children
- *acs5_percent_age_senior
- *acs5_percent_education_bachelor
- *acs5_percent_education_graduate
- *acs5_percent_education_high_school
- *acs5_percent_employment_unemployed
- *acs5_percent_household_family_married
- *acs5_percent_household_nonfamily_alone
- *acs5_percent_household_owner_occupied
- *acs5_percent_household_total_occupied_w_sel_cond
- *acs5_percent_income_below_poverty_level
- *acs5_percent_income_household_received_snap_past_year
- *acs5_percent_mobility_moved_from_other_state
- *acs5_percent_mobility_moved_in_county
- *acs5_percent_mobility_no_move
- *ccao_is_active_exe_homeowner
- *ccao_is_corner_lot
- *ccao_n_years_exe_homeowner
- *loc_access_cmap_walk_nta_score
- *loc_access_cmap_walk_total_score
- *loc_census_acs5_data_year
- *loc_census_acs5_puma_geoid
- *loc_census_acs5_tract_geoid
- *loc_census_data_year
- *loc_census_puma_geoid
- *loc_census_tract_geoid
- *loc_chicago_community_area_name
- *loc_env_airport_noise_dnl
- *loc_env_flood_fema_sfha
- *loc_env_flood_fs_factor
- *loc_env_flood_fs_risk_direction
- *loc_env_ohare_noise_contour_no_buffer_bool
- *loc_latitude
- *loc_longitude
- *loc_misc_subdivision_id
- *loc_property_address
- *loc_property_city
- *loc_property_state
- *loc_property_zip
- *loc_school_elementary_district_geoid
- *loc_school_secondary_district_geoid
- *loc_school_unified_district_geoid
- *loc_tax_municipality_name
- *loc_tax_special_service_area_num
- *loc_tax_tif_district_num
- *loc_ward_num
- *loc_x_3435
- *loc_y_3435
- *meta_1yr_pri_board_bldg
- *meta_1yr_pri_board_land
- *meta_1yr_pri_board_tot
- *meta_2yr_pri_board_bldg
- *meta_2yr_pri_board_land
- *meta_2yr_pri_board_tot
- *meta_board_bldg
- *meta_board_land
- *meta_board_tot
- *meta_certified_bldg
- *meta_certified_land
- *meta_certified_tot
- *meta_class
- *meta_mailed_bldg
- *meta_mailed_land
- *meta_mailed_tot
- *meta_nbhd_code
- *meta_pin
- *meta_pin10
- *meta_tax_code
- *meta_township_code
- *meta_township_name
- *meta_triad_code
- *meta_triad_name
- *meta_year
- *other_ihs_avg_year_index
- *other_dci
- *other_ari
- *other_school_district_elementary_avg_rating
- *other_school_district_secondary_avg_rating
- *other_tax_bill_amount_total
- *other_tax_bill_rate
- *prox_airport_dnl_total
- *prox_avg_school_rating_in_half_mile
- *prox_lake_michigan_dist_ft
- *prox_nearest_bike_trail_dist_ft
- *prox_nearest_cemetery_dist_ft
- *prox_nearest_cta_route_dist_ft
- *prox_nearest_cta_stop_dist_ft
- *prox_nearest_golf_course_dist_ft
- *prox_nearest_hospital_dist_ft
- *prox_nearest_major_road_dist_ft
- *prox_nearest_metra_route_dist_ft
- *prox_nearest_metra_stop_dist_ft
- *prox_nearest_new_construction_dist_ft
- *prox_nearest_park_dist_ft
- *prox_nearest_railroad_dist_ft
- *prox_nearest_road_arterial_daily_traffic
- *prox_nearest_road_arterial_dist_ft
- *prox_nearest_road_arterial_lanes
- *prox_nearest_road_arterial_speed_limit
- *prox_nearest_road_arterial_surface_type
- *prox_nearest_road_collector_daily_traffic
- *prox_nearest_road_collector_dist_ft
- *prox_nearest_road_collector_lanes
- *prox_nearest_road_collector_speed_limit
- *prox_nearest_road_collector_surface_type
- *prox_nearest_road_highway_daily_traffic
- *prox_nearest_road_highway_dist_ft
- *prox_nearest_road_highway_lanes
- *prox_nearest_road_highway_speed_limit
- *prox_nearest_road_highway_surface_type
- *prox_nearest_secondary_road_dist_ft
- *prox_nearest_stadium_dist_ft
- *prox_nearest_university_dist_ft
- *prox_nearest_vacant_land_dist_ft
- *prox_nearest_water_dist_ft
- *prox_num_bus_stop_in_half_mile
- *prox_num_foreclosure_per_1000_pin_past_5_years
- *prox_num_pin_in_half_mile
- *prox_num_school_in_half_mile
- *prox_num_school_with_rating_in_half_mile
- *shp_parcel_centroid_dist_ft_sd
- *shp_parcel_edge_len_ft_sd
- *shp_parcel_interior_angle_sd
- *shp_parcel_mrr_area_ratio
- *shp_parcel_mrr_side_ratio
- *shp_parcel_num_vertices
# Columns shared between vw_card_res_input and vw_pin_condo_input
- &char_land_sf_95_percentile
name: char_land_sf_95_percentile
description: |
95th percentile of land square footage,
by year and township
- &ind_land_gte_95_percentile
name: ind_land_gte_95_percentile
description: |
Indicator for a PIN with land square footage larger
than 95% of other properties for this year and township
- &ind_pin_is_multiland
name: ind_pin_is_multiland
description: '{{ doc("shared_column_pin_is_multiland") }}'
- &ind_pin_is_prorated
name: ind_pin_is_prorated
description: |
Indicator for whether or not a PIN is prorated.
See `meta_tieback_proration_rate` for more information
- &meta_card_num
name: meta_card_num
description: '{{ doc("shared_column_card") }}'
- &meta_cdu
name: meta_cdu
description: '{{ doc("shared_column_cdu") }}'
- &meta_modeling_group
name: meta_modeling_group
description: '{{ doc("shared_column_modeling_group") }}'
- &meta_pin_num_landlines
name: meta_pin_num_landlines
description: '{{ doc("shared_column_pin_num_landlines") }}'
- &meta_tieback_key_pin
name: meta_tieback_key_pin
description: '{{ doc("shared_column_tieback_key_pin") }}'
- &meta_tieback_proration_rate
name: meta_tieback_proration_rate
description: '{{ doc("shared_column_tieback_proration_rate") }}'
# Columns specific to vw_card_res_input
- name: char_air
description: '{{ doc("shared_column_char_air") }}'
- name: char_attic_fnsh
description: '{{ doc("shared_column_char_attic_fnsh") }}'
- name: char_attic_type
description: '{{ doc("shared_column_char_attic_type") }}'
- name: char_bldg_sf_95_percentile
description: |
95th percentile of building square footage,
by year and township
- name: char_bsmt
description: '{{ doc("shared_column_char_bsmt") }}'
- name: char_bsmt_fin
description: '{{ doc("shared_column_char_bsmt_fin") }}'
- name: char_ext_wall
description: '{{ doc("shared_column_char_ext_wall") }}'
- name: char_apts
description: '{{ doc("shared_column_char_apts") }}'
- name: char_beds
description: '{{ doc("shared_column_char_beds") }}'
- name: char_bldg_sf
description: '{{ doc("shared_column_char_bldg_sf") }}'
- name: char_class
description: '{{ doc("shared_column_char_class") }}'
- name: char_cnst_qlty
description: '{{ doc("shared_column_char_cnst_qlty") }}'
- name: char_fbath
description: '{{ doc("shared_column_char_fbath") }}'
- name: char_frpl
description: '{{ doc("shared_column_char_frpl") }}'
- name: char_gar1_area
description: '{{ doc("shared_column_char_gar_area") }}'
- name: char_gar1_att
description: '{{ doc("shared_column_char_gar_att") }}'
- name: char_gar1_cnst
description: '{{ doc("shared_column_char_gar_cnst") }}'
- name: char_gar1_size
description: '{{ doc("shared_column_char_gar_size") }}'
- name: char_heat
description: '{{ doc("shared_column_char_heat") }}'
- name: char_hbath
description: '{{ doc("shared_column_char_hbath") }}'
- name: char_land_sf
description: '{{ doc("shared_column_char_land_sf") }}'
- name: char_ncu
description: '{{ doc("shared_column_char_ncu") }}'
- name: char_porch
description: '{{ doc("shared_column_char_porch") }}'
- name: char_recent_renovation
description: '{{ doc("shared_column_char_recent_renovation") }}'
- name: char_roof_cnst
description: '{{ doc("shared_column_char_roof_cnst") }}'
- name: char_rooms
description: '{{ doc("shared_column_char_rooms") }}'
- name: char_tp_dsgn
description: '{{ doc("shared_column_char_tp_dsgn") }}'
- name: char_tp_plan
description: '{{ doc("shared_column_char_tp_plan") }}'
- name: char_type_resd
description: '{{ doc("shared_column_char_type_resd") }}'
- name: char_use
description: '{{ doc("shared_column_char_use") }}'
- name: char_yrblt
description: '{{ doc("shared_column_char_yrblt") }}'
- name: ind_bldg_gte_95_percentile
description: |
Indicator for a PIN with building square footage larger
than 95% of other properties for this year and township
- name: ind_land_bldg_ratio_gte_10
description: |
Indicator for a PIN with a ratio of (land sqft / bldg sqft)
of greater than or equal to 10.
This is intended to identify small houses on very large lots
- name: ind_pin_is_multicard
description: '{{ doc("shared_column_pin_is_multicard") }}'
- name: meta_pin_num_cards
description: '{{ doc("shared_column_pin_num_cards") }}'
data_tests:
- unique_combination_of_columns:
name: model_vw_card_res_input_unique_pin_card_year
combination_of_columns:
- meta_pin
- meta_year
- meta_card_num
- name: model.vw_pin_condo_input
description: '{{ doc("view_vw_pin_condo_input") }}'
config:
tags:
- daily
- type_condo
columns:
# Columns inherited from vw_pin_shared_input
- *acs5_count_sex_total
- *acs5_median_age_total
- *acs5_median_household_owner_occupied_value
- *acs5_median_household_renter_occupied_gross_rent
- *acs5_median_household_total_occupied_year_built
- *acs5_median_income_household_past_year
- *acs5_median_income_per_capita_past_year
- *acs5_percent_age_children
- *acs5_percent_age_senior
- *acs5_percent_education_bachelor
- *acs5_percent_education_graduate
- *acs5_percent_education_high_school
- *acs5_percent_employment_unemployed
- *acs5_percent_household_family_married
- *acs5_percent_household_nonfamily_alone
- *acs5_percent_household_owner_occupied
- *acs5_percent_household_total_occupied_w_sel_cond
- *acs5_percent_income_below_poverty_level
- *acs5_percent_income_household_received_snap_past_year
- *acs5_percent_mobility_moved_from_other_state
- *acs5_percent_mobility_moved_in_county
- *acs5_percent_mobility_no_move
- *ccao_is_active_exe_homeowner
- *ccao_is_corner_lot
- *ccao_n_years_exe_homeowner
- *loc_access_cmap_walk_nta_score
- *loc_access_cmap_walk_total_score
- *loc_census_acs5_data_year
- *loc_census_acs5_puma_geoid
- *loc_census_acs5_tract_geoid
- *loc_census_data_year
- *loc_census_puma_geoid
- *loc_census_tract_geoid
- *loc_chicago_community_area_name
- *loc_env_airport_noise_dnl
- *loc_env_flood_fema_sfha
- *loc_env_flood_fs_factor
- *loc_env_flood_fs_risk_direction
- *loc_env_ohare_noise_contour_no_buffer_bool
- *loc_latitude
- *loc_longitude
- *loc_misc_subdivision_id
- *loc_property_address
- *loc_property_city
- *loc_property_state
- *loc_property_zip
- *loc_school_elementary_district_geoid
- *loc_school_secondary_district_geoid