dupehell 0.6.0

Synthetic multi-domain dataset generator for record linkage benchmarking
Documentation 
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{
  "domain": "mining",
  "entities": [
    {
      "name": "mine_site",
      "weight": 1,
      "columns": [
        {
          "name": "site_id",
          "type": "string"
        },
        {
          "name": "site_name",
          "type": "string",
          "pool_name": "company"
        },
        {
          "name": "mineral_type",
          "type": "string",
          "pool_name": "mineral_type"
        },
        {
          "name": "mine_type",
          "type": "string",
          "pool_name": "word"
        },
        {
          "name": "city",
          "type": "string"
        },
        {
          "name": "state_code",
          "type": "string"
        },
        {
          "name": "country_code",
          "type": "string"
        },
        {
          "name": "status",
          "type": "string",
          "pool_name": "status_active"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": []
    },
    {
      "name": "claim",
      "weight": 5,
      "columns": [
        {
          "name": "claim_id",
          "type": "string"
        },
        {
          "name": "site_id",
          "type": "string"
        },
        {
          "name": "claim_number",
          "type": "string"
        },
        {
          "name": "claimant",
          "type": "string",
          "pool_name": "first_name"
        },
        {
          "name": "claim_area_ha",
          "type": "float"
        },
        {
          "name": "filing_date",
          "type": "date"
        },
        {
          "name": "expiry_date",
          "type": "date"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": [
        {
          "source_col": "site_id",
          "target_entity": "mine_site"
        }
      ]
    },
    {
      "name": "production_run",
      "weight": 30,
      "columns": [
        {
          "name": "run_id",
          "type": "string"
        },
        {
          "name": "site_id",
          "type": "string"
        },
        {
          "name": "mineral_type",
          "type": "string",
          "pool_name": "mineral_type"
        },
        {
          "name": "tons_extracted",
          "type": "float"
        },
        {
          "name": "ore_grade",
          "type": "float"
        },
        {
          "name": "production_date",
          "type": "date"
        },
        {
          "name": "shift",
          "type": "string",
          "pool_name": "shift"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": [
        {
          "source_col": "site_id",
          "target_entity": "mine_site"
        }
      ]
    },
    {
      "name": "environmental_report",
      "weight": 5,
      "columns": [
        {
          "name": "report_id",
          "type": "string"
        },
        {
          "name": "site_id",
          "type": "string"
        },
        {
          "name": "report_type",
          "type": "string",
          "pool_name": "mining_report_type"
        },
        {
          "name": "report_date",
          "type": "date"
        },
        {
          "name": "reported_by",
          "type": "string",
          "pool_name": "company"
        },
        {
          "name": "compliance",
          "type": "string",
          "pool_name": "compliance_status"
        },
        {
          "name": "source_system",
          "type": "string"
        }
      ],
      "fk_remaps": [
        {
          "source_col": "site_id",
          "target_entity": "mine_site"
        }
      ]
    }
  ],
  "hn_types": [
    {
      "name": "same_claim_number_diff_site",
      "entity_type": "claim",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"claim_number\"], \"attr_fields\": [\"claimant\", \"claim_area_ha\", \"filing_date\", \"expiry_date\"]}"
    },
    {
      "name": "same_claimant_same_mineral",
      "entity_type": "claim",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"claimant\", \"site_id\"], \"attr_fields\": [\"claim_number\", \"claim_area_ha\", \"filing_date\"]}"
    },
    {
      "name": "same_mineral_same_site_same_date",
      "entity_type": "production_run",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"mineral_type\", \"site_id\", \"production_date\"], \"attr_fields\": [\"tons_extracted\", \"ore_grade\", \"shift\"]}"
    },
    {
      "name": "same_report_type_same_site",
      "entity_type": "environmental_report",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"report_type\", \"site_id\"], \"attr_fields\": [\"report_date\", \"reported_by\", \"compliance\"]}"
    },
    {
      "name": "same_reported_by_same_date",
      "entity_type": "environmental_report",
      "config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"reported_by\", \"report_date\"], \"attr_fields\": [\"report_type\", \"site_id\", \"compliance\"]}"
    }
  ]
}