{
  "timestamp": 1784153428,
  "benchmark_type": "KROWN",
  "framework": "Knowledge Graph Inversion",
  "environment": "Docker",
  "sparql_engine": "pyoxigraph",
  "iterations": 1,
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        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "mapping_size_bytes": 4562,
          "data_size_bytes": 21466869,
          "rdf_statements": 2000000,
          "source_rows": 100000,
          "source_cells": 2100000
        },
        "rows_per_second": {
          "mean": 3714.1901335290577,
          "median": 3714.1901335290577,
          "std": 0.0,
          "min": 3714.1901335290577,
          "max": 3714.1901335290577,
          "q1": 3714.1901335290577,
          "q3": 3714.1901335290577,
          "iqr": 0.0,
          "ci_95_lower": 3714.1901335290577,
          "ci_95_upper": 3714.1901335290577,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 77997.99280411021,
          "median": 77997.99280411021,
          "std": 0.0,
          "min": 77997.99280411021,
          "max": 77997.99280411021,
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          "q3": 77997.99280411021,
          "iqr": 0.0,
          "ci_95_lower": 77997.99280411021,
          "ci_95_upper": 77997.99280411021,
          "outliers": [],
          "n": 1
        }
      }
    },
    "raw_1000000_20_0": {
      "display_name": "1M members, 20 properties",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "raw_1000000_20_0",
          "display_name": "1M members, 20 properties",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 357.22555951100003,
          "timing_breakdown": {
            "rmlmapper_time": 66.782059748,
            "inversion_time": 286.947115429,
            "inversion_overhead_percentage": 429.6769469402201,
            "total_time": 357.22555951100003
          },
          "throughput": {
            "rows_per_second": 3484.962720412613,
            "cells_per_second": 73184.21712866488
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_1000000_20_0/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_1000000_20_0/data/shared/data.csv"
          ],
          "mapping_size_bytes": 4562,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "raw_1000000_20_0",
            "validation_passed": true,
            "expected_outcome": "FULL",
            "outcome": "FULL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": true,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "reconstructed_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ]
                },
                "exact": true,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 357.22555951100003,
          "median": 357.22555951100003,
          "std": 0.0,
          "min": 357.22555951100003,
          "max": 357.22555951100003,
          "q1": 357.22555951100003,
          "q3": 357.22555951100003,
          "iqr": 0.0,
          "ci_95_lower": 357.22555951100003,
          "ci_95_upper": 357.22555951100003,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 66.782059748,
          "median": 66.782059748,
          "std": 0.0,
          "min": 66.782059748,
          "max": 66.782059748,
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          "iqr": 0.0,
          "ci_95_lower": 66.782059748,
          "ci_95_upper": 66.782059748,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 286.947115429,
          "median": 286.947115429,
          "std": 0.0,
          "min": 286.947115429,
          "max": 286.947115429,
          "q1": 286.947115429,
          "q3": 286.947115429,
          "iqr": 0.0,
          "ci_95_lower": 286.947115429,
          "ci_95_upper": 286.947115429,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 429.6769469402201,
          "median": 429.6769469402201,
          "std": 0.0,
          "min": 429.6769469402201,
          "max": 429.6769469402201,
          "q1": 429.6769469402201,
          "q3": 429.6769469402201,
          "iqr": 0.0,
          "ci_95_lower": 429.6769469402201,
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          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "mapping_size_bytes": 4562,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000
        },
        "rows_per_second": {
          "mean": 3484.962720412613,
          "median": 3484.962720412613,
          "std": 0.0,
          "min": 3484.962720412613,
          "max": 3484.962720412613,
          "q1": 3484.962720412613,
          "q3": 3484.962720412613,
          "iqr": 0.0,
          "ci_95_lower": 3484.962720412613,
          "ci_95_upper": 3484.962720412613,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 73184.21712866488,
          "median": 73184.21712866488,
          "std": 0.0,
          "min": 73184.21712866488,
          "max": 73184.21712866488,
          "q1": 73184.21712866488,
          "q3": 73184.21712866488,
          "iqr": 0.0,
          "ci_95_lower": 73184.21712866488,
          "ci_95_upper": 73184.21712866488,
          "outliers": [],
          "n": 1
        }
      }
    },
    "raw_10000000_20_0": {
      "display_name": "10M members, 20 properties",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 10000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "raw_10000000_20_0",
          "display_name": "10M members, 20 properties",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 10000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 39.70849937500009,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 109 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 109 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "raw_100000_1_0": {
      "display_name": "100K members, 1 property",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 100000,
        "number_of_properties": 1,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "raw_100000_1_0",
          "display_name": "100K members, 1 property",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 100000,
            "number_of_properties": 1,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 4.344416341000056,
          "timing_breakdown": {
            "rmlmapper_time": 1.5626153330000534,
            "inversion_time": 2.373455697000054,
            "inversion_overhead_percentage": 151.8899531366606,
            "total_time": 4.344416341000056
          },
          "throughput": {
            "rows_per_second": 42132.65919662866,
            "cells_per_second": 84265.31839325732
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_100000_1_0/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_100000_1_0/data/shared/data.csv"
          ],
          "mapping_size_bytes": 512,
          "data_size_bytes": 1577796,
          "rdf_statements": 100000,
          "source_rows": 100000,
          "source_cells": 200000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 1,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "raw_100000_1_0",
            "validation_passed": true,
            "expected_outcome": "FULL",
            "outcome": "FULL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": true,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 100000,
                  "reconstructed_rows": 100000,
                  "original_columns": [
                    "id",
                    "p1"
                  ],
                  "reconstructed_columns": [
                    "id",
                    "p1"
                  ]
                },
                "exact": true,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 4.344416341000056,
          "median": 4.344416341000056,
          "std": 0.0,
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          "q1": 4.344416341000056,
          "q3": 4.344416341000056,
          "iqr": 0.0,
          "ci_95_lower": 4.344416341000056,
          "ci_95_upper": 4.344416341000056,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 1.5626153330000534,
          "median": 1.5626153330000534,
          "std": 0.0,
          "min": 1.5626153330000534,
          "max": 1.5626153330000534,
          "q1": 1.5626153330000534,
          "q3": 1.5626153330000534,
          "iqr": 0.0,
          "ci_95_lower": 1.5626153330000534,
          "ci_95_upper": 1.5626153330000534,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 2.373455697000054,
          "median": 2.373455697000054,
          "std": 0.0,
          "min": 2.373455697000054,
          "max": 2.373455697000054,
          "q1": 2.373455697000054,
          "q3": 2.373455697000054,
          "iqr": 0.0,
          "ci_95_lower": 2.373455697000054,
          "ci_95_upper": 2.373455697000054,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 151.8899531366606,
          "median": 151.8899531366606,
          "std": 0.0,
          "min": 151.8899531366606,
          "max": 151.8899531366606,
          "q1": 151.8899531366606,
          "q3": 151.8899531366606,
          "iqr": 0.0,
          "ci_95_lower": 151.8899531366606,
          "ci_95_upper": 151.8899531366606,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 1,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "mapping_size_bytes": 512,
          "data_size_bytes": 1577796,
          "rdf_statements": 100000,
          "source_rows": 100000,
          "source_cells": 200000
        },
        "rows_per_second": {
          "mean": 42132.65919662866,
          "median": 42132.65919662866,
          "std": 0.0,
          "min": 42132.65919662866,
          "max": 42132.65919662866,
          "q1": 42132.65919662866,
          "q3": 42132.65919662866,
          "iqr": 0.0,
          "ci_95_lower": 42132.65919662866,
          "ci_95_upper": 42132.65919662866,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 84265.31839325732,
          "median": 84265.31839325732,
          "std": 0.0,
          "min": 84265.31839325732,
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          "iqr": 0.0,
          "ci_95_lower": 84265.31839325732,
          "ci_95_upper": 84265.31839325732,
          "outliers": [],
          "n": 1
        }
      }
    },
    "raw_100000_10_0": {
      "display_name": "100K members, 10 properties",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 100000,
        "number_of_properties": 10,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "raw_100000_10_0",
          "display_name": "100K members, 10 properties",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 100000,
            "number_of_properties": 10,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 18.754988475999994,
          "timing_breakdown": {
            "rmlmapper_time": 4.48966192599994,
            "inversion_time": 13.99817611200001,
            "inversion_overhead_percentage": 311.78686374881846,
            "total_time": 18.754988475999994
          },
          "throughput": {
            "rows_per_second": 7143.787819205566,
            "cells_per_second": 78581.66601126123
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_100000_10_0/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/raw_100000_10_0/data/shared/data.csv"
          ],
          "mapping_size_bytes": 2422,
          "data_size_bytes": 10577879,
          "rdf_statements": 1000000,
          "source_rows": 100000,
          "source_cells": 1100000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 10,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "raw_100000_10_0",
            "validation_passed": true,
            "expected_outcome": "FULL",
            "outcome": "FULL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": true,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 100000,
                  "reconstructed_rows": 100000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
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          "ci_95_lower": 66.79216523699995,
          "ci_95_upper": 66.79216523699995,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 54.06591593400003,
          "median": 54.06591593400003,
          "std": 0.0,
          "min": 54.06591593400003,
          "max": 54.06591593400003,
          "q1": 54.06591593400003,
          "q3": 54.06591593400003,
          "iqr": 0.0,
          "ci_95_lower": 54.06591593400003,
          "ci_95_upper": 54.06591593400003,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 80.94649386220208,
          "median": 80.94649386220208,
          "std": 0.0,
          "min": 80.94649386220208,
          "max": 80.94649386220208,
          "q1": 80.94649386220208,
          "q3": 80.94649386220208,
          "iqr": 0.0,
          "ci_95_lower": 80.94649386220208,
          "ci_95_upper": 80.94649386220208,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "mapping_size_bytes": 4562,
          "data_size_bytes": 2023466869,
          "rdf_statements": 2000000,
          "source_rows": 100000,
          "source_cells": 2100000
        },
        "rows_per_second": {
          "mean": 1849.5941162279237,
          "median": 1849.5941162279237,
          "std": 0.0,
          "min": 1849.5941162279237,
          "max": 1849.5941162279237,
          "q1": 1849.5941162279237,
          "q3": 1849.5941162279237,
          "iqr": 0.0,
          "ci_95_lower": 1849.5941162279237,
          "ci_95_upper": 1849.5941162279237,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 38841.4764407864,
          "median": 38841.4764407864,
          "std": 0.0,
          "min": 38841.4764407864,
          "max": 38841.4764407864,
          "q1": 38841.4764407864,
          "q3": 38841.4764407864,
          "iqr": 0.0,
          "ci_95_lower": 38841.4764407864,
          "ci_95_upper": 38841.4764407864,
          "outliers": [],
          "n": 1
        }
      }
    },
    "raw_100000_20_5000": {
      "display_name": "5K characters",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 100000,
        "number_of_properties": 20,
        "value_size": 5000,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "raw_100000_20_5000",
          "display_name": "5K characters",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 5000,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 53.356264823000174,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 58873 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 58873 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "raw_100000_20_10000": {
      "display_name": "10K characters",
      "suite": "raw",
      "generator": "RawData",
      "expected_outcome": "FULL",
      "parameters": {
        "number_of_members": 100000,
        "number_of_properties": 20,
        "value_size": 10000,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "raw_100000_20_10000",
          "display_name": "10K characters",
          "suite": "raw",
          "generator": "RawData",
          "expected_outcome": "FULL",
          "parameters": {
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 10000,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 106.2728171870001,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 75247 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Required array length 2147483639 + 75247 is too large\n\tat java.base/jdk.internal.util.ArraysSupport.hugeLength(ArraysSupport.java:752)\n\tat java.base/jdk.internal.util.ArraysSupport.newLength(ArraysSupport.java:745)\n\tat java.base/java.lang.AbstractStringBuilder.newCapacity(AbstractStringBuilder.java:263)\n\tat java.base/java.lang.AbstractStringBuilder.ensureCapacityInternal(AbstractStringBuilder.java:243)\n\tat java.base/java.lang.AbstractStringBuilder.append(AbstractStringBuilder.java:592)\n\tat java.base/java.lang.StringBuffer.append(StringBuffer.java:313)\n\tat java.base/java.io.StringWriter.write(StringWriter.java:106)\n\tat com.opencsv.CSVWriter.writeNext(CSVWriter.java:91)\n\tat com.opencsv.AbstractCSVWriter.writeNext(AbstractCSVWriter.java:77)\n\tat com.opencsv.ICSVWriter.writeNext(ICSVWriter.java:162)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getCSVInputStream(RDBAccess.java:222)\n\tat be.ugent.idlab.knows.dataio.access.RDBAccess.getInputStream(RDBAccess.java:158)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.bootstrap(CSVWSourceIterator.java:50)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVWSourceIterator.<init>(CSVWSourceIterator.java:39)\n\tat be.ugent.idlab.knows.dataio.iterators.CSVSourceIterator.<init>(CSVSourceIterator.java:22)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecordsForCSV(TabularSourceFactory.java:79)\n\tat be.ugent.rml.records.TabularSourceFactory.getRecords(TabularSourceFactory.java:33)\n\tat be.ugent.rml.records.RecordsFactory.getRecords(RecordsFactory.java:143)\n\tat be.ugent.rml.records.RecordsFactory.createRecords(RecordsFactory.java:74)\n\tat be.ugent.rml.Executor.getRecords(Executor.java:359)\n\tat be.ugent.rml.Executor.executeWithFunction(Executor.java:168)\n\tat be.ugent.rml.Executor.execute(Executor.java:155)\n\tat be.ugent.rml.cli.Main.run(Main.java:440)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "mappings_1_5": {
      "display_name": "1 TM + 5 POM",
      "suite": "mappings",
      "generator": "Mappings",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_tms": 1,
        "number_of_poms": 5,
        "number_of_members": 100000,
        "number_of_properties": 30,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "mappings_1_5",
          "display_name": "1 TM + 5 POM",
          "suite": "mappings",
          "generator": "Mappings",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_tms": 1,
            "number_of_poms": 5,
            "number_of_members": 100000,
            "number_of_properties": 30,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 11.198000369000056,
          "timing_breakdown": {
            "rmlmapper_time": 3.898008045000097,
            "inversion_time": 6.817186554000045,
            "inversion_overhead_percentage": 174.88898112317457,
            "total_time": 11.198000369000056
          },
          "throughput": {
            "rows_per_second": 14668.8079030673,
            "cells_per_second": 454733.0449950863
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_1_5/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_1_5/data/shared/data.csv"
          ],
          "mapping_size_bytes": 1360,
          "data_size_bytes": 32355859,
          "rdf_statements": 500000,
          "source_rows": 100000,
          "source_cells": 3100000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 5,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "mappings_1_5",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20",
                    "p21",
                    "p22",
                    "p23",
                    "p24",
                    "p25",
                    "p26",
                    "p27",
                    "p28",
                    "p29",
                    "p30"
                  ],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 100000,
                  "reconstructed_rows": 100000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20",
                    "p21",
                    "p22",
                    "p23",
                    "p24",
                    "p25",
                    "p26",
                    "p27",
                    "p28",
                    "p29",
                    "p30"
                  ],
                  "reconstructed_columns": [
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5"
                  ]
                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 11.198000369000056,
          "median": 11.198000369000056,
          "std": 0.0,
          "min": 11.198000369000056,
          "max": 11.198000369000056,
          "q1": 11.198000369000056,
          "q3": 11.198000369000056,
          "iqr": 0.0,
          "ci_95_lower": 11.198000369000056,
          "ci_95_upper": 11.198000369000056,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 3.898008045000097,
          "median": 3.898008045000097,
          "std": 0.0,
          "min": 3.898008045000097,
          "max": 3.898008045000097,
          "q1": 3.898008045000097,
          "q3": 3.898008045000097,
          "iqr": 0.0,
          "ci_95_lower": 3.898008045000097,
          "ci_95_upper": 3.898008045000097,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 6.817186554000045,
          "median": 6.817186554000045,
          "std": 0.0,
          "min": 6.817186554000045,
          "max": 6.817186554000045,
          "q1": 6.817186554000045,
          "q3": 6.817186554000045,
          "iqr": 0.0,
          "ci_95_lower": 6.817186554000045,
          "ci_95_upper": 6.817186554000045,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 174.88898112317457,
          "median": 174.88898112317457,
          "std": 0.0,
          "min": 174.88898112317457,
          "max": 174.88898112317457,
          "q1": 174.88898112317457,
          "q3": 174.88898112317457,
          "iqr": 0.0,
          "ci_95_lower": 174.88898112317457,
          "ci_95_upper": 174.88898112317457,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 5,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "mapping_size_bytes": 1360,
          "data_size_bytes": 32355859,
          "rdf_statements": 500000,
          "source_rows": 100000,
          "source_cells": 3100000
        },
        "rows_per_second": {
          "mean": 14668.8079030673,
          "median": 14668.8079030673,
          "std": 0.0,
          "min": 14668.8079030673,
          "max": 14668.8079030673,
          "q1": 14668.8079030673,
          "q3": 14668.8079030673,
          "iqr": 0.0,
          "ci_95_lower": 14668.8079030673,
          "ci_95_upper": 14668.8079030673,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 454733.0449950863,
          "median": 454733.0449950863,
          "std": 0.0,
          "min": 454733.0449950863,
          "max": 454733.0449950863,
          "q1": 454733.0449950863,
          "q3": 454733.0449950863,
          "iqr": 0.0,
          "ci_95_lower": 454733.0449950863,
          "ci_95_upper": 454733.0449950863,
          "outliers": [],
          "n": 1
        }
      }
    },
    "mappings_10_5": {
      "display_name": "10 TM + 5 POM",
      "suite": "mappings",
      "generator": "Mappings",
      "expected_outcome": "NON_INVERTIBLE",
      "parameters": {
        "number_of_tms": 10,
        "number_of_poms": 5,
        "number_of_members": 100000,
        "number_of_properties": 30,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "mappings_10_5",
          "display_name": "10 TM + 5 POM",
          "suite": "mappings",
          "generator": "Mappings",
          "expected_outcome": "NON_INVERTIBLE",
          "parameters": {
            "number_of_tms": 10,
            "number_of_poms": 5,
            "number_of_members": 100000,
            "number_of_properties": 30,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 21.56366860800017,
          "timing_breakdown": {
            "rmlmapper_time": 20.217089019000014,
            "inversion_time": 0.6685914529998627,
            "inversion_overhead_percentage": 3.3070609342992983,
            "total_time": 21.56366860800017
          },
          "throughput": null,
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_10_5/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_10_5/data/shared/data.csv"
          ],
          "mapping_size_bytes": 12648,
          "data_size_bytes": 32355859,
          "rdf_statements": 5000000,
          "source_rows": 100000,
          "source_cells": 3100000,
          "triples_maps_count": 10,
          "predicate_object_maps_count": 50,
          "join_conditions_count": 0,
          "graph_maps_count": 0,
          "inversion_count": 0,
          "validation_results": {
            "scenario": "mappings_10_5",
            "validation_passed": true,
            "expected_outcome": "NON_INVERTIBLE",
            "outcome": "NON_INVERTIBLE",
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          "suite": "mappings",
          "generator": "Mappings",
          "expected_outcome": "NON_INVERTIBLE",
          "parameters": {
            "number_of_tms": 20,
            "number_of_poms": 10,
            "number_of_members": 100000,
            "number_of_properties": 30,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 64.2579447600001,
          "timing_breakdown": {
            "rmlmapper_time": 60.912204129999964,
            "inversion_time": 1.6305638579999595,
            "inversion_overhead_percentage": 2.6769083163038716,
            "total_time": 64.2579447600001
          },
          "throughput": null,
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_20_10/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/mappings_20_10/data/shared/data.csv"
          ],
          "mapping_size_bytes": 46448,
          "data_size_bytes": 32355859,
          "rdf_statements": 20000000,
          "source_rows": 100000,
          "source_cells": 3100000,
          "triples_maps_count": 20,
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          "validation_results": {
            "scenario": "mappings_20_10",
            "validation_passed": true,
            "expected_outcome": "NON_INVERTIBLE",
            "outcome": "NON_INVERTIBLE",
            "error": "Subject templates for table 'data' contain columns that are not observable outside indistinguishable subjects: p11, p12, p13, p14, p15, p16, p17, p18, p19, p20"
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
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        "rmlmapper_time": {
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        "inversion_time": {
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        "inversion_overhead_percentage": {
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        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 20,
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      }
    },
    "namedgraph_1SM-NG_0POM-NG_1TM_20POM_True": {
      "display_name": "1 static named graph in the subject map",
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      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 1,
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        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
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        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
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          "scenario_name": "namedgraph_1SM-NG_0POM-NG_1TM_20POM_True",
          "display_name": "1 static named graph in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 1,
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            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
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            "engine": "RMLMapper"
          },
          "execution_time": 552.7838633889999,
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            "inversion_time": 465.3107378010002,
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          "throughput": {
            "rows_per_second": 2149.101490169502,
            "cells_per_second": 45131.13129355955
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          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_0POM-NG_1TM_20POM_True/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_0POM-NG_1TM_20POM_True/data/shared/data.csv"
          ],
          "mapping_size_bytes": 4613,
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          "rdf_statements": 20000000,
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          "validation_results": {
            "scenario": "namedgraph_1SM-NG_0POM-NG_1TM_20POM_True",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id"
                  ],
                  "rows": 0,
                  "additional_rows": 0,
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                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
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                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "reconstructed_columns": [
                    "p1",
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                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
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                    "p11",
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                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ]
                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
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        "execution_time": {
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        "rmlmapper_time": {
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        "inversion_time": {
          "mean": 465.3107378010002,
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        },
        "inversion_overhead_percentage": {
          "mean": 554.3866449664661,
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        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
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        "rows_per_second": {
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        },
        "cells_per_second": {
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      }
    },
    "namedgraph_5SM-NG_0POM-NG_1TM_20POM_True": {
      "display_name": "5 static named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 5,
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        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
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        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "namedgraph_5SM-NG_0POM-NG_1TM_20POM_True",
          "display_name": "5 static named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 5,
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            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
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            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 2492.6118088499998,
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            "inversion_overhead_percentage": 571.523223813603,
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          },
          "throughput": {
            "rows_per_second": 473.2699274685188,
            "cells_per_second": 9938.668476838895
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_5SM-NG_0POM-NG_1TM_20POM_True/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_5SM-NG_0POM-NG_1TM_20POM_True/data/shared/data.csv"
          ],
          "mapping_size_bytes": 4793,
          "data_size_bytes": 235666890,
          "rdf_statements": 100000000,
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          "source_cells": 21000000,
          "triples_maps_count": 1,
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          "validation_results": {
            "scenario": "namedgraph_5SM-NG_0POM-NG_1TM_20POM_True",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id"
                  ],
                  "rows": 0,
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                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
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                  "reconstructed_columns": [
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                    "p20"
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                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
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          "iteration": 1
        }
      ],
      "status": "completed",
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        "execution_time": {
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        "rmlmapper_time": {
          "mean": 369.7066036789997,
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        },
        "inversion_time": {
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        "inversion_overhead_percentage": {
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        "n_runs": 1,
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        "rows_per_second": {
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        "cells_per_second": {
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          "ci_95_upper": 9938.668476838895,
          "outliers": [],
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        }
      }
    },
    "namedgraph_10SM-NG_0POM-NG_1TM_20POM_True": {
      "display_name": "10 static named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 10,
        "static": true,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_10SM-NG_0POM-NG_1TM_20POM_True",
          "display_name": "10 static named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 10,
            "static": true,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 656.1649888720003,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.lang.StringLatin1.newString(StringLatin1.java:756)\n\tat java.base/java.lang.String.substring(String.java:2828)\n\tat java.base/java.lang.String.subSequence(String.java:2861)\n\tat java.base/java.util.regex.Matcher.getSubSequence(Matcher.java:1819)\n\tat java.base/java.util.regex.Matcher.group(Matcher.java:691)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:351)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.lang.StringLatin1.newString(StringLatin1.java:756)\n\tat java.base/java.lang.String.substring(String.java:2828)\n\tat java.base/java.lang.String.subSequence(String.java:2861)\n\tat java.base/java.util.regex.Matcher.getSubSequence(Matcher.java:1819)\n\tat java.base/java.util.regex.Matcher.group(Matcher.java:691)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:351)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_15SM-NG_0POM-NG_1TM_20POM_True": {
      "display_name": "15 static named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 15,
        "static": true,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_15SM-NG_0POM-NG_1TM_20POM_True",
          "display_name": "15 static named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 15,
            "static": true,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 448.5451326100001,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.values(HashMap.java:1042)\n\tat be.ugent.idlab.knows.functions.agent.functionIntantiation.Instantiator.close(Instantiator.java:488)\n\tat be.ugent.idlab.knows.functions.agent.AgentImpl.close(AgentImpl.java:262)\n\tat be.ugent.rml.cli.Main.run(Main.java:445)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.values(HashMap.java:1042)\n\tat be.ugent.idlab.knows.functions.agent.functionIntantiation.Instantiator.close(Instantiator.java:488)\n\tat be.ugent.idlab.knows.functions.agent.AgentImpl.close(AgentImpl.java:262)\n\tat be.ugent.rml.cli.Main.run(Main.java:445)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_1SM-NG_0POM-NG_1TM_20POM_False": {
      "display_name": "1 dynamic named graph in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 1,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "namedgraph_1SM-NG_0POM-NG_1TM_20POM_False",
          "display_name": "1 dynamic named graph in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 1,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 633.5974467790002,
          "timing_breakdown": {
            "rmlmapper_time": 86.98358815599931,
            "inversion_time": 542.9571870079999,
            "inversion_overhead_percentage": 624.2064721844333,
            "total_time": 633.5974467790002
          },
          "throughput": {
            "rows_per_second": 1841.7658407112422,
            "cells_per_second": 38677.082654936086
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_0POM-NG_1TM_20POM_False/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_0POM-NG_1TM_20POM_False/data/shared/data.csv"
          ],
          "mapping_size_bytes": 4635,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 1,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "namedgraph_1SM-NG_0POM-NG_1TM_20POM_False",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id"
                  ],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "reconstructed_columns": [
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ]
                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 633.5974467790002,
          "median": 633.5974467790002,
          "std": 0.0,
          "min": 633.5974467790002,
          "max": 633.5974467790002,
          "q1": 633.5974467790002,
          "q3": 633.5974467790002,
          "iqr": 0.0,
          "ci_95_lower": 633.5974467790002,
          "ci_95_upper": 633.5974467790002,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 86.98358815599931,
          "median": 86.98358815599931,
          "std": 0.0,
          "min": 86.98358815599931,
          "max": 86.98358815599931,
          "q1": 86.98358815599931,
          "q3": 86.98358815599931,
          "iqr": 0.0,
          "ci_95_lower": 86.98358815599931,
          "ci_95_upper": 86.98358815599931,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 542.9571870079999,
          "median": 542.9571870079999,
          "std": 0.0,
          "min": 542.9571870079999,
          "max": 542.9571870079999,
          "q1": 542.9571870079999,
          "q3": 542.9571870079999,
          "iqr": 0.0,
          "ci_95_lower": 542.9571870079999,
          "ci_95_upper": 542.9571870079999,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 624.2064721844333,
          "median": 624.2064721844333,
          "std": 0.0,
          "min": 624.2064721844333,
          "max": 624.2064721844333,
          "q1": 624.2064721844333,
          "q3": 624.2064721844333,
          "iqr": 0.0,
          "ci_95_lower": 624.2064721844333,
          "ci_95_upper": 624.2064721844333,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 1,
          "mapping_size_bytes": 4635,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000
        },
        "rows_per_second": {
          "mean": 1841.7658407112422,
          "median": 1841.7658407112422,
          "std": 0.0,
          "min": 1841.7658407112422,
          "max": 1841.7658407112422,
          "q1": 1841.7658407112422,
          "q3": 1841.7658407112422,
          "iqr": 0.0,
          "ci_95_lower": 1841.7658407112422,
          "ci_95_upper": 1841.7658407112422,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 38677.082654936086,
          "median": 38677.082654936086,
          "std": 0.0,
          "min": 38677.082654936086,
          "max": 38677.082654936086,
          "q1": 38677.082654936086,
          "q3": 38677.082654936086,
          "iqr": 0.0,
          "ci_95_lower": 38677.082654936086,
          "ci_95_upper": 38677.082654936086,
          "outliers": [],
          "n": 1
        }
      }
    },
    "namedgraph_5SM-NG_0POM-NG_1TM_20POM_False": {
      "display_name": "5 dynamic named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 5,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "namedgraph_5SM-NG_0POM-NG_1TM_20POM_False",
          "display_name": "5 dynamic named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 5,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 2347.334741130001,
          "timing_breakdown": {
            "rmlmapper_time": 415.1219699180001,
            "inversion_time": 1921.972158001,
            "inversion_overhead_percentage": 462.9897469364609,
            "total_time": 2347.334741130001
          },
          "throughput": {
            "rows_per_second": 520.2989001880638,
            "cells_per_second": 10926.276903949341
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_5SM-NG_0POM-NG_1TM_20POM_False/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_5SM-NG_0POM-NG_1TM_20POM_False/data/shared/data.csv"
          ],
          "mapping_size_bytes": 4891,
          "data_size_bytes": 235666890,
          "rdf_statements": 100000000,
          "source_rows": 1000000,
          "source_cells": 21000000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 5,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "namedgraph_5SM-NG_0POM-NG_1TM_20POM_False",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id"
                  ],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "reconstructed_columns": [
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ]
                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 2347.334741130001,
          "median": 2347.334741130001,
          "std": 0.0,
          "min": 2347.334741130001,
          "max": 2347.334741130001,
          "q1": 2347.334741130001,
          "q3": 2347.334741130001,
          "iqr": 0.0,
          "ci_95_lower": 2347.334741130001,
          "ci_95_upper": 2347.334741130001,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 415.1219699180001,
          "median": 415.1219699180001,
          "std": 0.0,
          "min": 415.1219699180001,
          "max": 415.1219699180001,
          "q1": 415.1219699180001,
          "q3": 415.1219699180001,
          "iqr": 0.0,
          "ci_95_lower": 415.1219699180001,
          "ci_95_upper": 415.1219699180001,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 1921.972158001,
          "median": 1921.972158001,
          "std": 0.0,
          "min": 1921.972158001,
          "max": 1921.972158001,
          "q1": 1921.972158001,
          "q3": 1921.972158001,
          "iqr": 0.0,
          "ci_95_lower": 1921.972158001,
          "ci_95_upper": 1921.972158001,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 462.9897469364609,
          "median": 462.9897469364609,
          "std": 0.0,
          "min": 462.9897469364609,
          "max": 462.9897469364609,
          "q1": 462.9897469364609,
          "q3": 462.9897469364609,
          "iqr": 0.0,
          "ci_95_lower": 462.9897469364609,
          "ci_95_upper": 462.9897469364609,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 20,
          "join_conditions_count": 0,
          "graph_maps_count": 5,
          "mapping_size_bytes": 4891,
          "data_size_bytes": 235666890,
          "rdf_statements": 100000000,
          "source_rows": 1000000,
          "source_cells": 21000000
        },
        "rows_per_second": {
          "mean": 520.2989001880638,
          "median": 520.2989001880638,
          "std": 0.0,
          "min": 520.2989001880638,
          "max": 520.2989001880638,
          "q1": 520.2989001880638,
          "q3": 520.2989001880638,
          "iqr": 0.0,
          "ci_95_lower": 520.2989001880638,
          "ci_95_upper": 520.2989001880638,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 10926.276903949341,
          "median": 10926.276903949341,
          "std": 0.0,
          "min": 10926.276903949341,
          "max": 10926.276903949341,
          "q1": 10926.276903949341,
          "q3": 10926.276903949341,
          "iqr": 0.0,
          "ci_95_lower": 10926.276903949341,
          "ci_95_upper": 10926.276903949341,
          "outliers": [],
          "n": 1
        }
      }
    },
    "namedgraph_10SM-NG_0POM-NG_1TM_20POM_False": {
      "display_name": "10 dynamic named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 10,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_10SM-NG_0POM-NG_1TM_20POM_False",
          "display_name": "10 dynamic named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 10,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 763.6059587299987,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_15SM-NG_0POM-NG_1TM_20POM_False": {
      "display_name": "15 dynamic named graphs in the subject map",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 0,
        "number_of_ng_s": 15,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 20,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_15SM-NG_0POM-NG_1TM_20POM_False",
          "display_name": "15 dynamic named graphs in the subject map",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 0,
            "number_of_ng_s": 15,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 20,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 498.9220206930004,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.values(HashMap.java:1042)\n\tat be.ugent.idlab.knows.functions.agent.functionIntantiation.Instantiator.close(Instantiator.java:488)\n\tat be.ugent.idlab.knows.functions.agent.AgentImpl.close(AgentImpl.java:262)\n\tat be.ugent.rml.cli.Main.run(Main.java:445)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.values(HashMap.java:1042)\n\tat be.ugent.idlab.knows.functions.agent.functionIntantiation.Instantiator.close(Instantiator.java:488)\n\tat be.ugent.idlab.knows.functions.agent.AgentImpl.close(AgentImpl.java:262)\n\tat be.ugent.rml.cli.Main.run(Main.java:445)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_0SM-NG_1POM-NG_1TM_1POM_True": {
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        "number_of_tms": 1,
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        "data_format": "postgresql",
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        {
          "status": "failed",
          "scenario_name": "namedgraph_10SM-NG_10POM-NG_1TM_10POM_True",
          "display_name": "10 static named graphs in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 10,
            "number_of_ng_s": 10,
            "static": true,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 1276.0988382389987,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_15SM-NG_15POM-NG_1TM_10POM_True": {
      "display_name": "15 static named graphs in subject and predicate-object maps",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 15,
        "number_of_ng_s": 15,
        "static": true,
        "number_of_tms": 1,
        "number_of_poms": 10,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_15SM-NG_15POM-NG_1TM_10POM_True",
          "display_name": "15 static named graphs in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 15,
            "number_of_ng_s": 15,
            "static": true,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 3006.0533743660017,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" Exception in thread \"mysql-cj-abandoned-connection-cleanup\" java.lang.OutOfMemoryError: Java heap space\njava.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.keySet(HashMap.java:914)\n\tat java.base/java.util.HashSet.iterator(HashSet.java:182)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.interruptWorkers(ThreadPoolExecutor.java:776)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.shutdownNow(ThreadPoolExecutor.java:1428)\n\tat java.base/java.util.concurrent.Executors$DelegatedExecutorService.shutdownNow(Executors.java:764)\n\tat java.base/java.util.concurrent.Executors$AutoShutdownDelegatedExecutorService.shutdownNow(Executors.java:852)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.shutdown(AbandonedConnectionCleanupThread.java:155)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.uncheckedShutdown(AbandonedConnectionCleanupThread.java:171)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.checkThreadContextClassLoader(AbandonedConnectionCleanupThread.java:119)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.run(AbandonedConnectionCleanupThread.java:83)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1144)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:642)\n\tat java.base/java.lang.Thread.runWith(Thread.java:1596)\n\tat java.base/java.lang.Thread.run(Thread.java:1583)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" Exception in thread \"mysql-cj-abandoned-connection-cleanup\" java.lang.OutOfMemoryError: Java heap space\njava.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.HashMap.keySet(HashMap.java:914)\n\tat java.base/java.util.HashSet.iterator(HashSet.java:182)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.interruptWorkers(ThreadPoolExecutor.java:776)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.shutdownNow(ThreadPoolExecutor.java:1428)\n\tat java.base/java.util.concurrent.Executors$DelegatedExecutorService.shutdownNow(Executors.java:764)\n\tat java.base/java.util.concurrent.Executors$AutoShutdownDelegatedExecutorService.shutdownNow(Executors.java:852)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.shutdown(AbandonedConnectionCleanupThread.java:155)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.uncheckedShutdown(AbandonedConnectionCleanupThread.java:171)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.checkThreadContextClassLoader(AbandonedConnectionCleanupThread.java:119)\n\tat com.mysql.cj.jdbc.AbandonedConnectionCleanupThread.run(AbandonedConnectionCleanupThread.java:83)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1144)\n\tat java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:642)\n\tat java.base/java.lang.Thread.runWith(Thread.java:1596)\n\tat java.base/java.lang.Thread.run(Thread.java:1583)\n"
      },
      "statistics": null
    },
    "namedgraph_1SM-NG_1POM-NG_1TM_10POM_False": {
      "display_name": "1 dynamic named graph in subject and predicate-object maps",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 1,
        "number_of_ng_s": 1,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 10,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "completed",
          "scenario_name": "namedgraph_1SM-NG_1POM-NG_1TM_10POM_False",
          "display_name": "1 dynamic named graph in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 1,
            "number_of_ng_s": 1,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 517.9775103160027,
          "timing_breakdown": {
            "rmlmapper_time": 88.33114329900127,
            "inversion_time": 425.891722008997,
            "inversion_overhead_percentage": 482.15352604160444,
            "total_time": 517.9775103160027
          },
          "throughput": {
            "rows_per_second": 2348.0146439166406,
            "cells_per_second": 49308.30752224945
          },
          "mapping_file": "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_1POM-NG_1TM_10POM_False/data/shared/mapping.r2rml.ttl",
          "data_files": [
            "/app/benchmarks/krown/scenarios/RMLMapper/postgresql/namedgraph_1SM-NG_1POM-NG_1TM_10POM_False/data/shared/data.csv"
          ],
          "mapping_size_bytes": 3265,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000,
          "triples_maps_count": 1,
          "predicate_object_maps_count": 10,
          "join_conditions_count": 0,
          "graph_maps_count": 11,
          "inversion_count": 1,
          "validation_results": {
            "scenario": "namedgraph_1SM-NG_1POM-NG_1TM_10POM_False",
            "validation_passed": true,
            "expected_outcome": "PARTIAL",
            "outcome": "PARTIAL",
            "checks": {
              "tables": true,
              "rdf_round_trip": true
            },
            "tables": {
              "data": {
                "checks": {
                  "column_subset": true,
                  "no_foreign_values": true,
                  "columns": false,
                  "rows": true,
                  "values": true,
                  "multiplicities": true
                },
                "losses": {
                  "columns": [
                    "id",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "rows": 0,
                  "additional_rows": 0,
                  "values": false,
                  "multiplicities": false
                },
                "metrics": {
                  "original_rows": 1000000,
                  "reconstructed_rows": 1000000,
                  "original_columns": [
                    "id",
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10",
                    "p11",
                    "p12",
                    "p13",
                    "p14",
                    "p15",
                    "p16",
                    "p17",
                    "p18",
                    "p19",
                    "p20"
                  ],
                  "reconstructed_columns": [
                    "p1",
                    "p2",
                    "p3",
                    "p4",
                    "p5",
                    "p6",
                    "p7",
                    "p8",
                    "p9",
                    "p10"
                  ]
                },
                "exact": false,
                "partial_valid": true
              }
            },
            "errors": []
          },
          "iteration": 1
        }
      ],
      "status": "completed",
      "statistics": {
        "execution_time": {
          "mean": 517.9775103160027,
          "median": 517.9775103160027,
          "std": 0.0,
          "min": 517.9775103160027,
          "max": 517.9775103160027,
          "q1": 517.9775103160027,
          "q3": 517.9775103160027,
          "iqr": 0.0,
          "ci_95_lower": 517.9775103160027,
          "ci_95_upper": 517.9775103160027,
          "outliers": [],
          "n": 1
        },
        "rmlmapper_time": {
          "mean": 88.33114329900127,
          "median": 88.33114329900127,
          "std": 0.0,
          "min": 88.33114329900127,
          "max": 88.33114329900127,
          "q1": 88.33114329900127,
          "q3": 88.33114329900127,
          "iqr": 0.0,
          "ci_95_lower": 88.33114329900127,
          "ci_95_upper": 88.33114329900127,
          "outliers": [],
          "n": 1
        },
        "inversion_time": {
          "mean": 425.891722008997,
          "median": 425.891722008997,
          "std": 0.0,
          "min": 425.891722008997,
          "max": 425.891722008997,
          "q1": 425.891722008997,
          "q3": 425.891722008997,
          "iqr": 0.0,
          "ci_95_lower": 425.891722008997,
          "ci_95_upper": 425.891722008997,
          "outliers": [],
          "n": 1
        },
        "inversion_overhead_percentage": {
          "mean": 482.15352604160444,
          "median": 482.15352604160444,
          "std": 0.0,
          "min": 482.15352604160444,
          "max": 482.15352604160444,
          "q1": 482.15352604160444,
          "q3": 482.15352604160444,
          "iqr": 0.0,
          "ci_95_lower": 482.15352604160444,
          "ci_95_upper": 482.15352604160444,
          "outliers": [],
          "n": 1
        },
        "n_runs": 1,
        "metadata": {
          "triples_maps_count": 1,
          "predicate_object_maps_count": 10,
          "join_conditions_count": 0,
          "graph_maps_count": 11,
          "mapping_size_bytes": 3265,
          "data_size_bytes": 235666890,
          "rdf_statements": 20000000,
          "source_rows": 1000000,
          "source_cells": 21000000
        },
        "rows_per_second": {
          "mean": 2348.0146439166406,
          "median": 2348.0146439166406,
          "std": 0.0,
          "min": 2348.0146439166406,
          "max": 2348.0146439166406,
          "q1": 2348.0146439166406,
          "q3": 2348.0146439166406,
          "iqr": 0.0,
          "ci_95_lower": 2348.0146439166406,
          "ci_95_upper": 2348.0146439166406,
          "outliers": [],
          "n": 1
        },
        "cells_per_second": {
          "mean": 49308.30752224945,
          "median": 49308.30752224945,
          "std": 0.0,
          "min": 49308.30752224945,
          "max": 49308.30752224945,
          "q1": 49308.30752224945,
          "q3": 49308.30752224945,
          "iqr": 0.0,
          "ci_95_lower": 49308.30752224945,
          "ci_95_upper": 49308.30752224945,
          "outliers": [],
          "n": 1
        }
      }
    },
    "namedgraph_5SM-NG_5POM-NG_1TM_10POM_False": {
      "display_name": "5 dynamic named graphs in subject and predicate-object maps",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 5,
        "number_of_ng_s": 5,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 10,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_5SM-NG_5POM-NG_1TM_10POM_False",
          "display_name": "5 dynamic named graphs in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 5,
            "number_of_ng_s": 5,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 626.6353853190012,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" java.lang.OutOfMemoryError: Java heap space\n\tat java.base/java.util.regex.Matcher.<init>(Matcher.java:251)\n\tat java.base/java.util.regex.Pattern.matcher(Pattern.java:1180)\n\tat be.ugent.rml.store.RDF4JStore.convertStringToTerm(RDF4JStore.java:343)\n\tat be.ugent.rml.store.RDF4JStore.getQuads(RDF4JStore.java:101)\n\tat be.ugent.rml.cli.Main.writeOutputTargets(Main.java:519)\n\tat be.ugent.rml.cli.Main.run(Main.java:459)\n\tat be.ugent.rml.cli.Main.main(Main.java:49)\n"
      },
      "statistics": null
    },
    "namedgraph_10SM-NG_10POM-NG_1TM_10POM_False": {
      "display_name": "10 dynamic named graphs in subject and predicate-object maps",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 10,
        "number_of_ng_s": 10,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 10,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_10SM-NG_10POM-NG_1TM_10POM_False",
          "display_name": "10 dynamic named graphs in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 10,
            "number_of_ng_s": 10,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 3607.1702238489997,
          "failure": {
            "stage": "forward_mapping",
            "kind": "out_of_memory",
            "outcome": "OUT_OF_MEMORY",
            "message": "RMLMapper failed with exit code 1",
            "diagnostic": "Exception in thread \"main\" Exception in thread \"mysql-cj-abandoned-connection-cleanup\" java.lang.OutOfMemoryError: Java heap space\njava.lang.OutOfMemoryError: Java heap space\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "out_of_memory",
        "outcome": "OUT_OF_MEMORY",
        "message": "RMLMapper failed with exit code 1",
        "diagnostic": "Exception in thread \"main\" Exception in thread \"mysql-cj-abandoned-connection-cleanup\" java.lang.OutOfMemoryError: Java heap space\njava.lang.OutOfMemoryError: Java heap space\n"
      },
      "statistics": null
    },
    "namedgraph_15SM-NG_15POM-NG_1TM_10POM_False": {
      "display_name": "15 dynamic named graphs in subject and predicate-object maps",
      "suite": "named-graphs",
      "generator": "NamedGraph",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "number_of_ng_pom": 15,
        "number_of_ng_s": 15,
        "static": false,
        "number_of_tms": 1,
        "number_of_poms": 10,
        "number_of_members": 1000000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "namedgraph_15SM-NG_15POM-NG_1TM_10POM_False",
          "display_name": "15 dynamic named graphs in subject and predicate-object maps",
          "suite": "named-graphs",
          "generator": "NamedGraph",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "number_of_ng_pom": 15,
            "number_of_ng_s": 15,
            "static": false,
            "number_of_tms": 1,
            "number_of_poms": 10,
            "number_of_members": 1000000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 3000.988353230001,
          "failure": {
            "stage": "forward_mapping",
            "kind": "process_error",
            "outcome": "FAILED",
            "message": "RMLMapper failed with exit code -6",
            "diagnostic": "#\n# A fatal error has been detected by the Java Runtime Environment:\n#\n#  SIGSEGV (0xb) at pc=0x00007f261f4595b3, pid=16176, tid=16178\n#\n# JRE version: OpenJDK Runtime Environment (21.0.11+10) (build 21.0.11+10-1-deb13u2-Debian)\n# Java VM: OpenJDK 64-Bit Server VM (21.0.11+10-1-deb13u2-Debian, mixed mode, sharing, tiered, compressed class ptrs, g1 gc, linux-amd64)\n# Problematic frame:\n# V  [libjvm.so+0x81e5b3]  G1FullGCResetMetadataTask::G1ResetMetadataClosure::scrub_skip_compacting_region(HeapRegion*, bool)+0x173\n#\n# Core dump will be written. Default location: Core dumps may be processed with \"/usr/lib/systemd/systemd-coredump %P %u %g %s %t %c %h %d %F\" (or dumping to /app/core.16176)\n#\n# An error report file with more information is saved as:\n# /app/hs_err_pid16176.log\n#\n# If you would like to submit a bug report, please visit:\n#   https://bugs.debian.org/openjdk-21\n#\n"
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "forward_mapping",
        "kind": "process_error",
        "outcome": "FAILED",
        "message": "RMLMapper failed with exit code -6",
        "diagnostic": "#\n# A fatal error has been detected by the Java Runtime Environment:\n#\n#  SIGSEGV (0xb) at pc=0x00007f261f4595b3, pid=16176, tid=16178\n#\n# JRE version: OpenJDK Runtime Environment (21.0.11+10) (build 21.0.11+10-1-deb13u2-Debian)\n# Java VM: OpenJDK 64-Bit Server VM (21.0.11+10-1-deb13u2-Debian, mixed mode, sharing, tiered, compressed class ptrs, g1 gc, linux-amd64)\n# Problematic frame:\n# V  [libjvm.so+0x81e5b3]  G1FullGCResetMetadataTask::G1ResetMetadataClosure::scrub_skip_compacting_region(HeapRegion*, bool)+0x173\n#\n# Core dump will be written. Default location: Core dumps may be processed with \"/usr/lib/systemd/systemd-coredump %P %u %g %s %t %c %h %d %F\" (or dumping to /app/core.16176)\n#\n# An error report file with more information is saved as:\n# /app/hs_err_pid16176.log\n#\n# If you would like to submit a bug report, please visit:\n#   https://bugs.debian.org/openjdk-21\n#\n"
      },
      "statistics": null
    },
    "joins_relations_1-1_50.0": {
      "display_name": "Join relation 1-1",
      "suite": "joins",
      "generator": "JoinsRelation",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "percentage": 50.0,
        "n": 1,
        "m": 1,
        "number_of_members": 100000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "joins_relations_1-1_50.0",
          "display_name": "Join relation 1-1",
          "suite": "joins",
          "generator": "JoinsRelation",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "percentage": 50.0,
            "n": 1,
            "m": 1,
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 2860.0532077669995,
          "failure": {
            "stage": "roundtrip_validation",
            "kind": "mismatch",
            "outcome": "FAILED",
            "message": "Unexpected inversion result for joins_relations_1-1_50.0: {'scenario': 'joins_relations_1-1_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24869, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124869, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
            "diagnostic": ""
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "roundtrip_validation",
        "kind": "mismatch",
        "outcome": "FAILED",
        "message": "Unexpected inversion result for joins_relations_1-1_50.0: {'scenario': 'joins_relations_1-1_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24869, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124869, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
        "diagnostic": ""
      },
      "statistics": null
    },
    "joins_relations_1-5_50.0": {
      "display_name": "Join relation 1-5",
      "suite": "joins",
      "generator": "JoinsRelation",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "percentage": 50.0,
        "n": 1,
        "m": 5,
        "number_of_members": 100000,
        "number_of_properties": 20,
        "value_size": 0,
        "data_format": "postgresql",
        "engine": "RMLMapper"
      },
      "raw_runs": [
        {
          "status": "failed",
          "scenario_name": "joins_relations_1-5_50.0",
          "display_name": "Join relation 1-5",
          "suite": "joins",
          "generator": "JoinsRelation",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "percentage": 50.0,
            "n": 1,
            "m": 5,
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
          },
          "execution_time": 2890.5841668529974,
          "failure": {
            "stage": "roundtrip_validation",
            "kind": "mismatch",
            "outcome": "FAILED",
            "message": "Unexpected inversion result for joins_relations_1-5_50.0: {'scenario': 'joins_relations_1-5_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24512, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124512, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
            "diagnostic": ""
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
        "stage": "roundtrip_validation",
        "kind": "mismatch",
        "outcome": "FAILED",
        "message": "Unexpected inversion result for joins_relations_1-5_50.0: {'scenario': 'joins_relations_1-5_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24512, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124512, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
        "diagnostic": ""
      },
      "statistics": null
    },
    "joins_relations_1-10_50.0": {
      "display_name": "Join relation 1-10",
      "suite": "joins",
      "generator": "JoinsRelation",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "percentage": 50.0,
        "n": 1,
        "m": 10,
        "number_of_members": 100000,
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      },
      "raw_runs": [
        {
          "status": "failed",
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          "display_name": "Join relation 1-10",
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          "parameters": {
            "percentage": 50.0,
            "n": 1,
            "m": 10,
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
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          "execution_time": 3006.338873306995,
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            "diagnostic": ""
          },
          "iteration": 1
        }
      ],
      "status": "failed",
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        "message": "Unexpected inversion result for joins_relations_1-10_50.0: {'scenario': 'joins_relations_1-10_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 25057, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 125057, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
        "diagnostic": ""
      },
      "statistics": null
    },
    "joins_relations_1-15_50.0": {
      "display_name": "Join relation 1-15",
      "suite": "joins",
      "generator": "JoinsRelation",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "percentage": 50.0,
        "n": 1,
        "m": 15,
        "number_of_members": 100000,
        "number_of_properties": 20,
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      "raw_runs": [
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          "status": "failed",
          "scenario_name": "joins_relations_1-15_50.0",
          "display_name": "Join relation 1-15",
          "suite": "joins",
          "generator": "JoinsRelation",
          "expected_outcome": "PARTIAL",
          "parameters": {
            "percentage": 50.0,
            "n": 1,
            "m": 15,
            "number_of_members": 100000,
            "number_of_properties": 20,
            "value_size": 0,
            "data_format": "postgresql",
            "engine": "RMLMapper"
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          "execution_time": 3200.522125260002,
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            "message": "Unexpected inversion result for joins_relations_1-15_50.0: {'scenario': 'joins_relations_1-15_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24470, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124470, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
            "diagnostic": ""
          },
          "iteration": 1
        }
      ],
      "status": "failed",
      "failure": {
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        "outcome": "FAILED",
        "message": "Unexpected inversion result for joins_relations_1-15_50.0: {'scenario': 'joins_relations_1-15_50.0', 'validation_passed': False, 'expected_outcome': 'PARTIAL', 'outcome': 'MISMATCH', 'checks': {'tables': True, 'rdf_round_trip': False}, 'tables': {'data1': {'checks': {'column_subset': True, 'no_foreign_values': False, 'columns': False, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': ['p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'rows': 0, 'additional_rows': 24470, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 124470, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1']}, 'exact': False, 'partial_valid': False}, 'data2': {'checks': {'column_subset': True, 'no_foreign_values': True, 'columns': True, 'rows': False, 'values': False, 'multiplicities': False}, 'losses': {'columns': [], 'rows': 100000, 'additional_rows': 0, 'values': True, 'multiplicities': True}, 'metrics': {'original_rows': 100000, 'reconstructed_rows': 0, 'original_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20'], 'reconstructed_columns': ['id', 'p1', 'p2', 'p3', 'p4', 'p5', 'p6', 'p7', 'p8', 'p9', 'p10', 'p11', 'p12', 'p13', 'p14', 'p15', 'p16', 'p17', 'p18', 'p19', 'p20']}, 'exact': False, 'partial_valid': True}}, 'errors': ['rdf_round_trip', 'data1.values', 'outcome']}",
        "diagnostic": ""
      },
      "statistics": null
    },
    "joins_relations_5-1_50.0": {
      "display_name": "Join relation 5-1",
      "suite": "joins",
      "generator": "JoinsRelation",
      "expected_outcome": "PARTIAL",
      "parameters": {
        "percentage": 50.0,
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        "number_of_properties": 20,
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          "status": "failed",
          "scenario_name": "joins_relations_5-1_50.0",
          "display_name": "Join relation 5-1",
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          "execution_time": 2700.1525751719964,
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            "diagnostic": ""
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        "diagnostic": ""
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            "diagnostic": ""
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