dupehell 0.5.0

Synthetic multi-domain dataset generator for record linkage benchmarking — Educational Use Only
Documentation 
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{
  "domain": "construction",
  "entities": [
    {
      "name": "project",
      "columns": [
        {
          "name": "project_id",
          "type": "string"
        },
        {
          "name": "project_name",
          "type": "string",
          "pool_name": "company"
        },
        {
          "name": "construction_type",
          "type": "string",
          "pool_name": "construction_type"
        },
        {
          "name": "address_line1",
          "type": "string"
        },
        {
          "name": "city",
          "type": "string"
        },
        {
          "name": "state_code",
          "type": "string"
        },
        {
          "name": "postal_code",
          "type": "string"
        },
        {
          "name": "budget",
          "type": "float"
        },
        {
          "name": "start_date",
          "type": "date"
        },
        {
          "name": "end_date",
          "type": "date",
          "null_rate_default": 0.2
        },
        {
          "name": "status",
          "type": "string",
          "pool_name": "status_active"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": []
    },
    {
      "name": "contractor",
      "columns": [
        {
          "name": "contractor_id",
          "type": "string"
        },
        {
          "name": "contractor_name",
          "type": "string",
          "pool_name": "company"
        },
        {
          "name": "specialty",
          "type": "string",
          "pool_name": "construction_type"
        },
        {
          "name": "license_number",
          "type": "string"
        },
        {
          "name": "city",
          "type": "string"
        },
        {
          "name": "years_in_business",
          "type": "int"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": []
    },
    {
      "name": "permit",
      "columns": [
        {
          "name": "permit_id",
          "type": "string"
        },
        {
          "name": "project_id",
          "type": "string"
        },
        {
          "name": "permit_number",
          "type": "string"
        },
        {
          "name": "permit_type",
          "type": "string",
          "pool_name": "construction_type"
        },
        {
          "name": "issue_date",
          "type": "date"
        },
        {
          "name": "expiry_date",
          "type": "date"
        },
        {
          "name": "fee",
          "type": "float"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": []
    },
    {
      "name": "inspection",
      "columns": [
        {
          "name": "inspection_id",
          "type": "string"
        },
        {
          "name": "permit_id",
          "type": "string"
        },
        {
          "name": "inspection_date",
          "type": "date"
        },
        {
          "name": "inspector_name",
          "type": "string",
          "pool_name": "first_name"
        },
        {
          "name": "result",
          "type": "string",
          "pool_name": "word"
        },
        {
          "name": "notes",
          "type": "string",
          "pool_name": "word",
          "null_rate_default": 0.4
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": []
    }
  ],
  "hn_types": [
    {
      "name": "same_project_name_diff_address",
      "entity_type": "project",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"project_name\"], \"attr_fields\": [\"address_line1\", \"city\", \"state_code\", \"budget\"]}"
    },
    {
      "name": "same_license_number_diff_contractor",
      "entity_type": "contractor",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"license_number\"], \"attr_fields\": [\"contractor_name\", \"specialty\", \"city\"]}"
    },
    {
      "name": "same_permit_number_diff_project",
      "entity_type": "permit",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"permit_number\"], \"attr_fields\": [\"permit_type\", \"issue_date\", \"fee\"]}"
    },
    {
      "name": "same_inspector_same_date",
      "entity_type": "inspection",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"inspector_name\", \"inspection_date\"], \"attr_fields\": [\"result\", \"notes\"]}"
    },
    {
      "name": "same_project_same_inspector",
      "entity_type": "inspection",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"permit_id\", \"inspector_name\"], \"attr_fields\": [\"inspection_date\", \"result\"]}"
    }
  ]
}