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NRI dataset and initial score YAML configuration
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---
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datasets:
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- long_name: "FEMA National Risk Index"
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short_name: "nri"
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module_name: national_risk_index
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last_updated_year: 2020
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source_url: https://hazards.fema.gov/nri/Content/StaticDocuments/DataDownload//NRI_Table_CensusTracts/NRI_Table_CensusTracts.zip
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extracted_file_name: "NRI_Table_CensusTracts.csv"
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description: "Dataset from FEMA that identifies communities most at risk to 18 natural hazards."
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input_geoid_tract_field_name: "TRACTFIPS"
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null_representation: "None"
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load_fields:
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- short_name: "ex_loss"
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df_field_name: "RISK_INDEX_EXPECTED_ANNUAL_LOSS_SCORE_FIELD_NAME"
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long_name: "FEMA Risk Index Expected Annual Loss Score"
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field_type: float
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tile_include: true
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csv_download: true
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excel_download: true
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- short_name: "ex_pop_loss"
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df_field_name: "EXPECTED_POPULATION_LOSS_RATE_FIELD_NAME"
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long_name: "Expected population loss rate (Natural Hazards Risk Index)"
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field_type: float
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tile_include: true
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csv_download: true
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excel_download: true
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- short_name: "ex_ag_loss"
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df_field_name: "EXPECTED_AGRICULTURE_LOSS_RATE_FIELD_NAME"
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long_name: "Expected agricultural loss rate (Natural Hazards Risk Index)"
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field_type: float
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tile_include: true
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csv_download: true
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excel_download: true
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- short_name: "ex_bldg_loss"
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df_field_name: "EXPECTED_BUILDING_LOSS_RATE_FIELD_NAME"
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long_name: "Expected building loss rate (Natural Hazards Risk Index)"
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field_type: float
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tile_include: true
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csv_download: true
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excel_download: true
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- short_name: "has_ag_val"
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df_field_name: "CONTAINS_AGRIVALUE"
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long_name: "Expected building loss rate (Natural Hazards Risk Index)"
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field_type: bool
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tile_include: true
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csv_download: true
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excel_download: true
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from dataclasses import dataclass, field
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from enum import Enum
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from typing import List
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class FieldType(Enum):
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STRING = "string"
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INT64 = "int64"
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BOOL = "bool"
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FLOAT = "float"
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PERCENTAGE = "percentage"
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LOSS_RATE_PERCENTAGE = "loss_rate_percentage"
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@dataclass
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class DatasetsConfig:
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@dataclass
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class Dataset:
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@dataclass
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class LoadField:
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short_name: str
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df_field_name: str
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long_name: str
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field_type: FieldType = field(metadata={"by_value": True})
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tile_include: bool
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csv_download: bool
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excel_download: bool
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long_name: str
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short_name: str
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module_name: str
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last_updated_year: int
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source_url: str
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extracted_file_name: str
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description: str
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input_geoid_tract_field_name: str
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null_representation: str
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load_fields: List[LoadField]
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datasets: List[Dataset]
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