GH-5653 experimenting with query optimisation for union and optional implementated based on paper by hmottestad · Pull Request #5654 · eclipse-rdf4j/rdf4j

hmottestad · 2025-12-27T05:30:46Z

GitHub issue resolved: #5653

Briefly describe the changes proposed in this PR:

PR Author Checklist (see the contributor guidelines for more details):

my pull request is self-contained
I've added tests for the changes I made
I've applied code formatting (you can use mvn process-resources to format from the command line)
I've squashed my commits where necessary
every commit message starts with the issue number (GH-xxxx) followed by a meaningful description of the change

Squashed commits: [fda9de2] wip [bb1798e] wip [5316527] wip [05483e0] wip [bfe4194] wip [543ebb8] wip [a94797a] wip [0e84556] wip [82dc4fb] wip [b40e73f] wip [1dc8888] wip [a675c99] wip [c3613cd] wip [442321b] initial implementation # Conflicts: # scripts/checkCopyrightPresent.sh

hmottestad · 2025-12-27T18:29:59Z

Memory Store - Develop branch

Benchmark                              (themeName)  (z_queryIndex)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0  avgt    2     18.789          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1  avgt    2     49.384          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2  avgt    2     17.610          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3  avgt    2     34.161          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4  avgt    2     28.687          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5  avgt    2     21.749          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6  avgt    2     17.832          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7  avgt    2     14.336          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8  avgt    2     16.547          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9  avgt    2     91.028          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10  avgt    2     42.433          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0  avgt    2      0.038          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1  avgt    2      1.763          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2  avgt    2      0.032          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3  avgt    2      0.043          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4  avgt    2      0.045          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5  avgt    2    581.857          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6  avgt    2      0.044          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7  avgt    2      1.970          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8  avgt    2    141.365          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9  avgt    2      1.542          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10  avgt    2      0.814          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0  avgt    2    193.058          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1  avgt    2    104.471          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2  avgt    2      8.506          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3  avgt    2     22.175          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4  avgt    2     47.161          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5  avgt    2      4.412          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6  avgt    2   6929.486          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7  avgt    2  36361.394          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8  avgt    2     10.816          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9  avgt    2     20.461          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10  avgt    2    305.934          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0  avgt    2     72.144          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1  avgt    2     89.763          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2  avgt    2      0.192          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3  avgt    2     80.268          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4  avgt    2     43.227          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5  avgt    2      0.289          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6  avgt    2    118.175          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7  avgt    2      1.064          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8  avgt    2      0.450          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9  avgt    2      0.595          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10  avgt    2      0.412          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0  avgt    2    171.027          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1  avgt    2    564.537          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2  avgt    2    172.856          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3  avgt    2     78.093          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4  avgt    2    119.280          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5  avgt    2     69.526          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6  avgt    2    768.697          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7  avgt    2     70.042          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8  avgt    2    262.440          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9  avgt    2    791.116          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10  avgt    2  25053.220          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0  avgt    2     11.476          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1  avgt    2     17.137          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2  avgt    2      1.426          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3  avgt    2     52.291          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4  avgt    2     49.630          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5  avgt    2      8.510          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6  avgt    2     22.082          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7  avgt    2     19.505          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8  avgt    2     27.818          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9  avgt    2     93.419          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10  avgt    2    116.668          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0  avgt    2     11.028          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1  avgt    2      8.384          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2  avgt    2      0.735          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3  avgt    2    123.936          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4  avgt    2      0.662          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5  avgt    2      1.743          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6  avgt    2     21.841          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7  avgt    2     29.197          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8  avgt    2      1.562          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9  avgt    2      1.310          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10  avgt    2     89.010          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0  avgt    2      0.083          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1  avgt    2      0.357          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2  avgt    2   1932.758          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3  avgt    2      1.897          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4  avgt    2      6.934          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5  avgt    2      0.099          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6  avgt    2      0.835          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7  avgt    2      3.216          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8  avgt    2      9.673          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9  avgt    2      3.360          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10  avgt    2   2339.505          ms/op

Memory Store - Current branch


Benchmark                              (themeName)  (z_queryIndex)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0  avgt    2     17.452          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1  avgt    2     48.030          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2  avgt    2     17.355          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3  avgt    2     39.901          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4  avgt    2     28.998          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5  avgt    2     22.168          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6  avgt    2     20.803          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7  avgt    2     15.255          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8  avgt    2     16.859          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9  avgt    2     91.984          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10  avgt    2     43.981          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0  avgt    2      0.043          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1  avgt    2      1.697          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2  avgt    2      0.043          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3  avgt    2      0.047          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4  avgt    2      0.050          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5  avgt    2    571.806          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6  avgt    2      0.048          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7  avgt    2      2.366          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8  avgt    2    183.422          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9  avgt    2      1.580          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10  avgt    2      0.983          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0  avgt    2    200.458          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1  avgt    2    104.187          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2  avgt    2      9.008          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3  avgt    2     23.261          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4  avgt    2     47.922          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5  avgt    2      4.765          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6  avgt    2   6891.078          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7  avgt    2  35617.396          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8  avgt    2     11.208          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9  avgt    2     22.003          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10  avgt    2    294.693          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0  avgt    2     64.468          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1  avgt    2     83.157          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2  avgt    2      0.156          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3  avgt    2     71.842          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4  avgt    2     37.925          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5  avgt    2      0.344          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6  avgt    2    105.361          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7  avgt    2      1.018          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8  avgt    2      0.461          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9  avgt    2      0.460          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10  avgt    2      0.409          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0  avgt    2    155.939          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1  avgt    2    509.309          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2  avgt    2    146.737          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3  avgt    2     71.438          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4  avgt    2     79.823          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5  avgt    2     57.716          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6  avgt    2    704.153          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7  avgt    2     62.092          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8  avgt    2    223.961          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9  avgt    2    709.950          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10  avgt    2  23963.384          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0  avgt    2     11.886          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1  avgt    2     17.021          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2  avgt    2      1.660          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3  avgt    2     52.369          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4  avgt    2     52.384          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5  avgt    2      8.568          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6  avgt    2     28.831          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7  avgt    2     20.365          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8  avgt    2     26.252          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9  avgt    2    101.914          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10  avgt    2    126.661          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0  avgt    2     12.395          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1  avgt    2      8.919          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2  avgt    2      0.778          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3  avgt    2    130.259          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4  avgt    2      0.747          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5  avgt    2      2.751          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6  avgt    2     22.784          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7  avgt    2     32.773          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8  avgt    2      1.692          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9  avgt    2      1.807          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10  avgt    2    118.601          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0  avgt    2      0.096          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1  avgt    2      0.379          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2  avgt    2   1875.122          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3  avgt    2      1.884          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4  avgt    2      7.414          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5  avgt    2      0.106          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6  avgt    2      0.844          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7  avgt    2      3.257          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8  avgt    2      9.766          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9  avgt    2      3.254          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10  avgt    2   2258.259          ms/op

hmottestad · 2025-12-27T19:56:53Z

LMDB Store - develop branch

Benchmark                              (themeName)  (z_queryIndex)  Mode  Cnt       Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0  avgt    2      51.256          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1  avgt    2     186.645          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2  avgt    2      50.005          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3  avgt    2      98.563          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4  avgt    2     121.535          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5  avgt    2      64.928          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6  avgt    2      61.191          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7  avgt    2      51.656          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8  avgt    2      58.814          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9  avgt    2     272.421          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10  avgt    2  293429.747          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0  avgt    2       0.061          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1  avgt    2       6.016          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2  avgt    2       0.076          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3  avgt    2       0.069          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4  avgt    2       0.087          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5  avgt    2     861.699          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6  avgt    2       0.088          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7  avgt    2       5.986          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8  avgt    2     737.210          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9  avgt    2       5.751          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10  avgt    2       2.608          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0  avgt    2     665.671          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1  avgt    2     254.135          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2  avgt    2      36.678          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3  avgt    2      42.249          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4  avgt    2     120.662          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5  avgt    2       9.535          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6  avgt    2   23784.702          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7  avgt    2   91930.684          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8  avgt    2      74.209          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9  avgt    2     151.046          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10  avgt    2     183.888          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0  avgt    2     233.185          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1  avgt    2     303.684          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2  avgt    2       1.289          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3  avgt    2     150.705          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4  avgt    2      60.455          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5  avgt    2       2.357          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6  avgt    2     248.904          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7  avgt    2       4.436          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8  avgt    2       2.528          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9  avgt    2       3.786          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10  avgt    2       1.922          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0  avgt    2     323.203          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1  avgt    2    1165.947          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2  avgt    2     548.036          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3  avgt    2      99.026          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4  avgt    2     248.351          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5  avgt    2     109.557          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6  avgt    2    1463.763          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7  avgt    2     152.188          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8  avgt    2    1170.030          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9  avgt    2    1481.964          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10  avgt    2  126334.595          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0  avgt    2      37.937          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1  avgt    2      86.435          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2  avgt    2       8.738          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3  avgt    2     162.916          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4  avgt    2     138.137          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5  avgt    2      26.519          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6  avgt    2      97.552          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7  avgt    2      51.524          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8  avgt    2     269.601          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9  avgt    2     262.040          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10  avgt    2     226.000          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0  avgt    2      42.103          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1  avgt    2      87.022          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2  avgt    2       4.939          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3  avgt    2     328.922          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4  avgt    2       4.621          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5  avgt    2      11.560          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6  avgt    2      95.600          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7  avgt    2      19.453          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8  avgt    2      13.925          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9  avgt    2       5.615          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10  avgt    2     524.353          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0  avgt    2       0.303          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1  avgt    2       1.736          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2  avgt    2      39.557          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3  avgt    2      14.988          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4  avgt    2      31.892          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5  avgt    2       0.408          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6  avgt    2       5.374          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7  avgt    2      22.562          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8  avgt    2      32.379          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9  avgt    2      18.538          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10  avgt    2   13561.666          ms/op

LMDB - current branch


Benchmark                              (themeName)  (z_queryIndex)  Mode  Cnt       Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0  avgt    2      55.319          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1  avgt    2     241.472          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2  avgt    2      53.437          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3  avgt    2      94.536          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4  avgt    2     126.095          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5  avgt    2      70.282          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6  avgt    2      64.382          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7  avgt    2      56.569          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8  avgt    2      59.684          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9  avgt    2     272.028          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10  avgt    2  263079.586          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0  avgt    2       0.115          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1  avgt    2       0.263          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2  avgt    2       0.129          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3  avgt    2       0.098          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4  avgt    2       0.137          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5  avgt    2     924.485          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6  avgt    2       0.129          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7  avgt    2       0.125          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8  avgt    2     798.428          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9  avgt    2       0.171          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10  avgt    2       1.777          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0  avgt    2     706.336          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1  avgt    2     277.950          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2  avgt    2      42.081          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3  avgt    2      47.185          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4  avgt    2     128.997          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5  avgt    2      10.916          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6  avgt    2   23443.893          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7  avgt    2   83192.334          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8  avgt    2      74.443          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9  avgt    2     146.260          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10  avgt    2     216.790          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0  avgt    2     238.600          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1  avgt    2     292.031          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2  avgt    2       1.325          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3  avgt    2     140.774          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4  avgt    2      61.466          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5  avgt    2       2.278          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6  avgt    2     249.282          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7  avgt    2       4.524          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8  avgt    2       2.503          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9  avgt    2       3.927          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10  avgt    2       1.977          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0  avgt    2     425.582          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1  avgt    2    1260.407          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2  avgt    2     536.718          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3  avgt    2     135.355          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4  avgt    2     250.304          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5  avgt    2     141.570          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6  avgt    2    1634.243          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7  avgt    2     153.107          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8  avgt    2    1146.167          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9  avgt    2    1623.045          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10  avgt    2  122659.946          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0  avgt    2      39.724          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1  avgt    2      84.462          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2  avgt    2       9.168          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3  avgt    2     156.922          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4  avgt    2     138.273          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5  avgt    2      25.737          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6  avgt    2      83.502          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7  avgt    2      50.785          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8  avgt    2     279.293          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9  avgt    2     266.764          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10  avgt    2     218.442          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0  avgt    2      43.745          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1  avgt    2      88.631          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2  avgt    2       4.272          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3  avgt    2     378.649          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4  avgt    2       4.354          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5  avgt    2      10.898          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6  avgt    2      89.819          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7  avgt    2      28.290          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8  avgt    2      14.767          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9  avgt    2       5.369          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10  avgt    2     552.016          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0  avgt    2       0.279          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1  avgt    2       1.767          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2  avgt    2      40.619          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3  avgt    2      13.974          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4  avgt    2      32.478          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5  avgt    2       0.207          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6  avgt    2       5.206          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7  avgt    2      21.731          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9  avgt    2      16.832          ms/op

hmottestad · 2025-12-27T20:43:05Z

There are some improvements for LMDB at least.

Some things are slower, but I wonder if they would even out more if the benchmark got to run for longer.

kenwenzel · 2025-12-27T22:43:54Z

Some queries with LmdbStore are much slower than with MemoryStore. Could this be due to wrong cardinality estimation?

hmottestad · 2025-12-28T14:23:31Z

MemoryStore updated results


Benchmark                              (themeName)  (useSparqlUo)  (z_queryIndex)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               0  avgt    2     38.117          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               1  avgt    2    116.033          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               2  avgt    2     20.599          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               3  avgt    2     85.449          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               4  avgt    2     63.075          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               5  avgt    2     30.350          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               6  avgt    2     28.703          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               7  avgt    2     17.964          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               8  avgt    2     31.166          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true               9  avgt    2    177.966          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS           true              10  avgt    2     84.648          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               0  avgt    2     35.674          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               1  avgt    2    100.922          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               2  avgt    2     18.981          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               3  avgt    2     77.920          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               4  avgt    2     60.195          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               5  avgt    2     28.456          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               6  avgt    2     28.445          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               7  avgt    2     18.776          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               8  avgt    2     31.074          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false               9  avgt    2    178.949          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS          false              10  avgt    2     82.946          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               0  avgt    2      0.051          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               1  avgt    2      1.722          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               2  avgt    2      0.062          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               3  avgt    2      0.052          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               4  avgt    2      0.069          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               5  avgt    2    294.132          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               6  avgt    2      0.079          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               7  avgt    2      1.674          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               8  avgt    2    286.572          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true               9  avgt    2      2.587          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA           true              10  avgt    2      1.490          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               0  avgt    2      0.041          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               1  avgt    2      1.611          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               2  avgt    2      0.046          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               3  avgt    2      0.050          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               4  avgt    2      0.054          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               5  avgt    2    594.123          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               6  avgt    2      0.064          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               7  avgt    2      2.027          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               8  avgt    2    281.310          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false               9  avgt    2      2.334          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA          false              10  avgt    2      1.478          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               0  avgt    2    410.835          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               1  avgt    2    196.483          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               2  avgt    2     10.801          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               3  avgt    2     30.426          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               4  avgt    2     49.230          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               5  avgt    2      5.471          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               6  avgt    2   1606.447          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               7  avgt    2    588.189          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               8  avgt    2     36.902          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true               9  avgt    2    125.716          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY           true              10  avgt    2     17.830          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               0  avgt    2    419.210          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               1  avgt    2    195.625          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               2  avgt    2     10.820          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               3  avgt    2     30.341          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               4  avgt    2     49.205          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               5  avgt    2      5.387          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               6  avgt    2   1593.133          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               7  avgt    2    602.474          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               8  avgt    2     37.877          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false               9  avgt    2    114.416          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY          false              10  avgt    2     20.556          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               0  avgt    2    151.397          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               1  avgt    2    159.029          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               2  avgt    2      0.334          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               3  avgt    2     71.369          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               4  avgt    2     43.323          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               5  avgt    2      0.418          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               6  avgt    2    180.130          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               7  avgt    2      1.639          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               8  avgt    2      0.795          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true               9  avgt    2      0.672          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING           true              10  avgt    2      0.530          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               0  avgt    2    149.783          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               1  avgt    2    157.860          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               2  avgt    2      0.324          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               3  avgt    2     71.953          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               4  avgt    2     43.863          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               5  avgt    2      0.419          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               6  avgt    2    178.994          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               7  avgt    2      1.623          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               8  avgt    2      1.076          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false               9  avgt    2      0.687          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING          false              10  avgt    2      0.528          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               0  avgt    2    266.230          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               1  avgt    2    813.469          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               2  avgt    2    331.145          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               3  avgt    2    130.159          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               4  avgt    2    112.794          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               5  avgt    2     75.154          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               6  avgt    2    808.049          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               7  avgt    2     72.022          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               8  avgt    2    474.973          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true               9  avgt    2    879.760          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED           true              10  avgt    2  19956.785          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               0  avgt    2    259.383          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               1  avgt    2    797.563          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               2  avgt    2    325.368          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               3  avgt    2    126.425          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               4  avgt    2    111.318          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               5  avgt    2     75.327          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               6  avgt    2    780.778          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               7  avgt    2     73.955          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               8  avgt    2    436.746          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false               9  avgt    2    900.123          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED          false              10  avgt    2  19905.662          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               0  avgt    2     22.262          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               1  avgt    2     43.537          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               2  avgt    2      1.611          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               3  avgt    2     91.165          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               4  avgt    2     45.034          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               5  avgt    2      9.606          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               6  avgt    2     43.229          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               7  avgt    2     19.490          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               8  avgt    2     98.852          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true               9  avgt    2    160.296          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN           true              10  avgt    2    206.421          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               0  avgt    2     21.763          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               1  avgt    2     44.457          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               2  avgt    2      1.638          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               3  avgt    2     92.924          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               4  avgt    2     44.822          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               5  avgt    2      9.730          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               6  avgt    2     39.210          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               7  avgt    2     22.340          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               8  avgt    2     97.539          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false               9  avgt    2    155.499          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN          false              10  avgt    2    205.388          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               0  avgt    2     22.978          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               1  avgt    2     26.682          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               2  avgt    2      0.796          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               3  avgt    2    193.124          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               4  avgt    2      0.707          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               5  avgt    2      2.846          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               6  avgt    2     49.324          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               7  avgt    2     29.279          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               8  avgt    2      5.004          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true               9  avgt    2      1.325          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID           true              10  avgt    2    217.908          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               0  avgt    2     22.611          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               1  avgt    2     26.094          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               2  avgt    2      0.741          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               3  avgt    2    193.159          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               4  avgt    2      0.598          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               5  avgt    2      2.352          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               6  avgt    2     48.995          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               7  avgt    2     28.897          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               8  avgt    2      5.084          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false               9  avgt    2      1.324          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID          false              10  avgt    2    269.579          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               0  avgt    2      0.176          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               1  avgt    2      0.893          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               2  avgt    2   3776.284          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               3  avgt    2      4.644          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               4  avgt    2     15.772          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               5  avgt    2      0.208          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               6  avgt    2      1.414          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               7  avgt    2      7.937          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               8  avgt    2     15.976          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true               9  avgt    2      6.072          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA           true              10  avgt    2   6645.790          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               0  avgt    2      0.156          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               1  avgt    2      0.786          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               2  avgt    2   3773.933          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               3  avgt    2      4.766          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               4  avgt    2     15.547          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               5  avgt    2      0.191          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               6  avgt    2      1.272          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               7  avgt    2      7.839          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               8  avgt    2     15.813          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false               9  avgt    2      6.084          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA          false              10  avgt    2   6876.238          ms/op

hmottestad · 2025-12-28T14:30:12Z

Some queries with LmdbStore are much slower than with MemoryStore. Could this be due to wrong cardinality estimation?

@kenwenzel that would be my guess, I'm curious to see if these queries will be faster with the new sketch based cardinality estimation.

I got ChatGPT to make a lot of data generators and queries for us to use for better benchmarking.

hmottestad · 2025-12-28T20:29:14Z

Memory Store

Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0             true  avgt          28.042          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0            false  avgt          29.005          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1             true  avgt          79.762          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1            false  avgt         101.688          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2             true  avgt          22.194          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2            false  avgt          18.440          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3             true  avgt          62.892          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3            false  avgt          60.155          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4             true  avgt          48.356          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4            false  avgt          47.236          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5             true  avgt          26.247          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5            false  avgt          29.588          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6             true  avgt          32.291          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6            false  avgt          33.197          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7             true  avgt          15.269          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7            false  avgt          16.056          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8             true  avgt          30.911          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8            false  avgt          22.069          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9             true  avgt         131.892          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9            false  avgt         162.482          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10             true  avgt          59.889          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10            false  avgt          59.188          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0             true  avgt           0.055          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0            false  avgt           0.045          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1             true  avgt           2.292          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1            false  avgt           2.240          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2             true  avgt           0.075          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2            false  avgt           0.047          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3             true  avgt           0.059          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3            false  avgt           0.075          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4             true  avgt           0.067          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4            false  avgt           0.050          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5             true  avgt         341.454          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5            false  avgt         607.087          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6             true  avgt           0.100          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6            false  avgt           0.066          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7             true  avgt           2.670          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7            false  avgt           2.554          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8             true  avgt         299.721          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8            false  avgt         304.275          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9             true  avgt           2.053          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9            false  avgt           2.439          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10             true  avgt           1.358          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10            false  avgt           1.183          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0             true  avgt         362.905          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0            false  avgt         355.553          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1             true  avgt         170.654          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1            false  avgt         165.392          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2             true  avgt          13.380          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2            false  avgt          12.366          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3             true  avgt          34.788          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3            false  avgt          35.429          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4             true  avgt          55.946          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4            false  avgt          58.950          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5             true  avgt           5.004          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5            false  avgt           5.583          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6             true  avgt        1401.088          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6            false  avgt        1403.762          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7             true  avgt         686.508          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7            false  avgt         549.148          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8             true  avgt          40.660          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8            false  avgt          38.349          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9             true  avgt          91.825          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9            false  avgt          90.140          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10             true  avgt          22.961          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10            false  avgt          20.067          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0             true  avgt         116.135          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0            false  avgt         123.869          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1             true  avgt         148.151          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1            false  avgt         146.785          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2             true  avgt           0.279          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2            false  avgt           0.281          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3             true  avgt          79.176          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3            false  avgt          71.396          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4             true  avgt          49.511          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4            false  avgt          45.591          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5             true  avgt           0.573          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5            false  avgt           0.517          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6             true  avgt         185.726          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6            false  avgt         186.571          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7             true  avgt           1.898          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7            false  avgt           1.749          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8             true  avgt           0.964          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8            false  avgt           0.952          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9             true  avgt           0.875          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9            false  avgt           0.700          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10             true  avgt           0.578          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10            false  avgt           0.456          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0             true  avgt         217.019          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0            false  avgt         256.029          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1             true  avgt         690.056          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1            false  avgt         721.022          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2             true  avgt         281.195          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2            false  avgt         313.986          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3             true  avgt          88.136          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3            false  avgt          90.592          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4             true  avgt          80.576          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4            false  avgt         100.750          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5             true  avgt          59.096          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5            false  avgt          58.255          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6             true  avgt         814.536          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6            false  avgt         813.441          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7             true  avgt          74.039          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7            false  avgt          67.820          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8             true  avgt         429.865          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8            false  avgt         457.379          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9             true  avgt         929.709          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9            false  avgt         963.728          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10             true  avgt       22690.445          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10            false  avgt       22663.214          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0             true  avgt          16.631          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0            false  avgt          19.142          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1             true  avgt          35.700          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1            false  avgt          46.931          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2             true  avgt           2.749          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2            false  avgt           2.349          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3             true  avgt          73.034          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3            false  avgt          80.204          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4             true  avgt          46.445          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4            false  avgt          43.935          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5             true  avgt           8.778          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5            false  avgt          10.439          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6             true  avgt          55.518          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6            false  avgt          53.970          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7             true  avgt          29.299          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7            false  avgt          22.992          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8             true  avgt          71.310          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8            false  avgt          91.591          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9             true  avgt         167.891          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9            false  avgt         116.063          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10             true  avgt         154.862          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10            false  avgt         180.916          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0             true  avgt          25.095          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0            false  avgt          29.076          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1             true  avgt          38.937          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1            false  avgt          22.918          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2             true  avgt           1.008          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2            false  avgt           1.484          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3             true  avgt         152.881          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3            false  avgt         151.340          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4             true  avgt           0.718          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4            false  avgt           0.911          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5             true  avgt           2.809          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5            false  avgt           3.220          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6             true  avgt          36.534          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6            false  avgt          38.173          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7             true  avgt          34.449          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7            false  avgt          36.929          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8             true  avgt           5.612          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8            false  avgt           5.725          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9             true  avgt           1.699          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9            false  avgt           2.237          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10             true  avgt         206.792          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10            false  avgt         207.080          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0             true  avgt           0.174          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0            false  avgt           0.205          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1             true  avgt           0.810          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1            false  avgt           0.808          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2             true  avgt        3562.712          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2            false  avgt        3652.936          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3             true  avgt           4.210          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3            false  avgt           3.458          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4             true  avgt          15.544          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4            false  avgt          11.447          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5             true  avgt           0.174          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5            false  avgt           0.156          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6             true  avgt           1.869          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6            false  avgt           1.486          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7             true  avgt           7.206          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7            false  avgt           8.506          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8             true  avgt          15.287          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8            false  avgt          13.948          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9             true  avgt           8.229          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9            false  avgt           6.848          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10             true  avgt        6829.711          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10            false  avgt        7166.524          ms/op

hmottestad · 2025-12-29T14:13:18Z

Added more queries and optimisations. Here are the numbers for the Memory Store.

Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt      Score       Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11             true  avgt    3     50.258 ±    50.494  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11            false  avgt    3    158.340 ±   100.275  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12             true  avgt    3     51.237 ±    38.390  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12            false  avgt    3     60.565 ±    21.390  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13             true  avgt    3   7345.557 ±  1806.997  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13            false  avgt    3     98.622 ±   262.446  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11             true  avgt    3   1296.003 ±  1654.176  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11            false  avgt    3  21598.858 ±  7937.695  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12             true  avgt    3    360.873 ±    42.618  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12            false  avgt    3     55.257 ±   173.646  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13             true  avgt    3    768.265 ±   112.603  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13            false  avgt    3    908.328 ±  1010.528  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11             true  avgt    3    474.342 ±   760.945  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11            false  avgt    3    832.587 ±  1103.311  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12             true  avgt    3     84.562 ±   171.688  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12            false  avgt    3   1703.845 ±   819.627  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13             true  avgt    3     14.228 ±    28.982  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13            false  avgt    3     20.876 ±    44.990  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11             true  avgt    3      1.656 ±     2.619  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11            false  avgt    3      3.948 ±     3.197  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12             true  avgt    3    310.134 ±    95.872  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12            false  avgt    3    399.032 ±   803.468  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13             true  avgt    3     26.506 ±    76.289  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13            false  avgt    3     70.034 ±   219.019  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11             true  avgt    3    131.302 ±   203.463  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11            false  avgt    3    223.780 ±   457.193  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12             true  avgt    3    139.206 ±   143.498  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12            false  avgt    3    169.669 ±   187.395  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13             true  avgt    3   8037.102 ±  4162.307  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13            false  avgt    3  37869.716 ± 31644.336  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11             true  avgt    3     43.553 ±    59.978  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11            false  avgt    3     46.053 ±    40.048  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12             true  avgt    3    138.509 ±   284.481  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12            false  avgt    3    162.116 ±   240.185  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13             true  avgt    3     43.901 ±   134.451  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13            false  avgt    3     51.117 ±   119.258  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11             true  avgt    3     78.750 ±   113.650  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11            false  avgt    3    179.567 ±   225.076  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12             true  avgt    3     48.428 ±    36.123  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12            false  avgt    3     48.722 ±    22.724  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13             true  avgt    3    232.445 ±   334.297  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13            false  avgt    3    207.810 ±   332.732  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11             true  avgt    3     19.754 ±    14.615  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11            false  avgt    3     82.874 ±   107.536  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12             true  avgt    3      2.470 ±     0.295  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12            false  avgt    3      2.435 ±     1.167  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13             true  avgt    3      0.437 ±     0.988  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13            false  avgt    3      0.360 ±     1.014  ms/op

Another update


Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt      Score       Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11             true  avgt    3     40.996 ±     5.350  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11            false  avgt    3    154.965 ±   137.100  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12             true  avgt    3     45.717 ±     7.656  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12            false  avgt    3     52.580 ±    16.970  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13             true  avgt    3     30.638 ±     7.864  ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13            false  avgt    3     84.768 ±    25.827  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11             true  avgt    3   3054.087 ±  1032.012  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11            false  avgt    3  21467.529 ±  2403.965  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12             true  avgt    3     90.471 ±    22.364  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12            false  avgt    3     41.806 ±    28.762  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13             true  avgt    3    691.446 ±   551.214  ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13            false  avgt    3    852.865 ±   986.159  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11             true  avgt    3      0.115 ±     0.021  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11            false  avgt    3    887.764 ±  1783.116  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12             true  avgt    3     39.107 ±     7.168  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12            false  avgt    3   1492.078 ±   258.537  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13             true  avgt    3     10.573 ±     3.369  ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13            false  avgt    3     15.126 ±     7.696  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11             true  avgt    3      0.604 ±     0.242  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11            false  avgt    3      3.988 ±     2.766  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12             true  avgt    3    304.884 ±    57.117  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12            false  avgt    3    341.800 ±    73.873  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13             true  avgt    3     21.195 ±     0.685  ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13            false  avgt    3     57.841 ±     1.810  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11             true  avgt    3    132.225 ±   225.468  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11            false  avgt    3    196.525 ±    64.545  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12            false  avgt    3    167.499 ±    94.831  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13             true  avgt    3   7580.825 ±   452.968  ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13            false  avgt    3  36240.909 ± 12336.164  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11             true  avgt    3     29.260 ±    40.279  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11            false  avgt    3     36.044 ±     9.086  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12             true  avgt    3    117.874 ±     2.831  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12            false  avgt    3    142.922 ±    22.540  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13             true  avgt    3     33.203 ±    25.080  ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13            false  avgt    3     42.671 ±    11.912  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11             true  avgt    3     72.474 ±     2.198  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11            false  avgt    3    168.246 ±    58.608  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12             true  avgt    3     43.582 ±    17.399  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12            false  avgt    3     44.476 ±     9.822  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13             true  avgt    3    214.534 ±    52.925  ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13            false  avgt    3    194.199 ±    19.255  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11             true  avgt    3     13.463 ±     3.718  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11            false  avgt    3     84.256 ±    14.863  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13             true  avgt    3      0.334 ±     0.024  ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13            false  avgt    3      0.299 ±     0.107  ms/op

hmottestad · 2025-12-30T21:36:20Z

Latest for the MemoryStore


Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt        Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0             true  avgt            22.452          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0            false  avgt            22.804          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1             true  avgt            65.304          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1            false  avgt            65.105          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2             true  avgt            16.191          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2            false  avgt            15.903          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3             true  avgt            45.946          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3            false  avgt            49.703          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4             true  avgt            45.691          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4            false  avgt            35.944          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5             true  avgt            35.552          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5            false  avgt            22.488          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6             true  avgt            16.708          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6            false  avgt            19.961          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7             true  avgt            16.435          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7            false  avgt            13.208          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8             true  avgt         23546.528          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8            false  avgt            21.446          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9             true  avgt           106.583          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9            false  avgt           107.186          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10             true  avgt            40.571          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10            false  avgt            52.174          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11             true  avgt            26.821          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11            false  avgt           133.267          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12             true  avgt            38.660          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12            false  avgt            40.775          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13             true  avgt            25.386          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13            false  avgt            60.284          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0             true  avgt             0.051          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0            false  avgt             0.039          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1             true  avgt             3.952          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1            false  avgt             1.832          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2             true  avgt             0.053          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2            false  avgt             0.038          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3             true  avgt             0.067          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3            false  avgt             0.042          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4             true  avgt             0.073          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4            false  avgt             0.044          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5             true  avgt             1.329          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5            false  avgt           542.813          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6             true  avgt             0.069          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6            false  avgt             0.051          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7             true  avgt             1.407          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7            false  avgt             1.731          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8             true  avgt             1.109          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8            false  avgt           260.775          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9             true  avgt            10.332          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9            false  avgt             1.854          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10             true  avgt             1.707          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10            false  avgt             1.060          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11             true  avgt         17640.558          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11            false  avgt         17727.430          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12             true  avgt            35.305          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12            false  avgt            42.616          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13             true  avgt           642.575          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13            false  avgt           857.603          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0             true  avgt           320.165          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0            false  avgt           304.509          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1             true  avgt           143.697          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1            false  avgt           142.948          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2             true  avgt             8.847          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2            false  avgt             8.559          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3             true  avgt            24.332          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3            false  avgt            26.685          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4             true  avgt            98.816          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4            false  avgt            51.711          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5             true  avgt             5.105          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5            false  avgt             4.692          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6             true  avgt         18229.681          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6            false  avgt         14690.000          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7             true  avgt       1747972.941          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7            false  avgt         53239.731          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8             true  avgt             7.058          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8            false  avgt            26.764          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9             true  avgt            66.685          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9            false  avgt            64.765          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10             true  avgt           182.115          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10            false  avgt           368.387          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11             true  avgt             0.127          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11            false  avgt           627.260          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12             true  avgt            55.279          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12            false  avgt          1252.378          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13             true  avgt             9.883          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13            false  avgt            11.819          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0             true  avgt            93.399          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0            false  avgt            96.902          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1             true  avgt           117.434          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1            false  avgt           120.368          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2             true  avgt             0.209          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2            false  avgt             0.200          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3             true  avgt            38.898          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3            false  avgt            65.252          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4             true  avgt            60.167          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4            false  avgt            40.918          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5             true  avgt             0.333          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5            false  avgt             0.307          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6             true  avgt           135.865          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6            false  avgt           141.484          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7             true  avgt             0.787          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7            false  avgt             1.008          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8             true  avgt             0.650          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8            false  avgt             0.622          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9             true  avgt             0.631          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9            false  avgt             0.591          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10             true  avgt            26.474          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10            false  avgt             0.338          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11             true  avgt             1.355          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11            false  avgt             3.517          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12             true  avgt           229.369          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12            false  avgt           273.905          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13             true  avgt            20.924          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13            false  avgt            56.281          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0             true  avgt           188.558          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0            false  avgt           195.808          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1             true  avgt           715.610          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1            false  avgt           753.536          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2             true  avgt           227.427          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2            false  avgt           223.696          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3             true  avgt            72.579          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3            false  avgt            84.650          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4             true  avgt           109.461          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4            false  avgt           111.188          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5             true  avgt            59.189          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5            false  avgt            58.413          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6             true  avgt           510.156          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6            false  avgt           859.354          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7             true  avgt            79.356          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7            false  avgt            57.309          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8             true  avgt          1538.189          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8            false  avgt           351.009          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9             true  avgt           566.922          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9            false  avgt           852.360          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10             true  avgt         22902.157          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10            false  avgt         22302.817          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11             true  avgt           104.980          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11            false  avgt           172.150          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12             true  avgt           122.957          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12            false  avgt           160.603          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13             true  avgt          7120.200          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13            false  avgt         34076.979          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0             true  avgt            13.663          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0            false  avgt            14.536          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1             true  avgt            24.925          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1            false  avgt            25.626          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2             true  avgt             1.228          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2            false  avgt             1.239          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3             true  avgt            61.842          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3            false  avgt            57.239          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4             true  avgt            42.422          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4            false  avgt            43.956          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5             true  avgt             9.535          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5            false  avgt             7.559          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6             true  avgt            57.055          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6            false  avgt            35.770          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7             true  avgt            28.714          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7            false  avgt            20.964          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8             true  avgt            30.008          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8            false  avgt            61.241          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9             true  avgt        891273.515          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9            false  avgt           113.453          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10             true  avgt           108.078          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10            false  avgt           129.732          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11             true  avgt            31.434          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11            false  avgt            28.704          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12             true  avgt            95.121          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12            false  avgt           107.912          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13             true  avgt            27.557          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13            false  avgt            34.434          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0             true  avgt            17.198          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0            false  avgt            15.743          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1             true  avgt            16.528          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1            false  avgt            15.806          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2             true  avgt             0.598          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2            false  avgt             0.530          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3             true  avgt            97.751          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3            false  avgt           132.681          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4             true  avgt          8699.902          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4            false  avgt             0.494          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5             true  avgt             2.957          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5            false  avgt             2.326          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6             true  avgt            29.677          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6            false  avgt            34.335          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7             true  avgt         12524.537          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7            false  avgt            29.066          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8             true  avgt         54055.200          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8            false  avgt             3.407          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9             true  avgt             1.411          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9            false  avgt             1.335          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10             true  avgt            18.039          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10            false  avgt           161.350          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11             true  avgt            68.121          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11            false  avgt           132.149          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12             true  avgt            39.646          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12            false  avgt            40.674          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13             true  avgt           144.275          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13            false  avgt           147.621          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0             true  avgt             0.137          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0            false  avgt             0.115          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1             true  avgt             0.579          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1            false  avgt             0.541          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2             true  avgt           357.825          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2            false  avgt          3685.709          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3             true  avgt          3522.718          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3            false  avgt             2.864          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4             true  avgt            12.711          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4            false  avgt             9.459          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5             true  avgt             0.159          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5            false  avgt             0.130          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6             true  avgt           530.070          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6            false  avgt             1.072          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7             true  avgt             8.840          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7            false  avgt             5.006          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8             true  avgt            12.910          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8            false  avgt             9.465          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9             true  avgt             5.725          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9            false  avgt             5.630          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10            false  avgt          7553.770          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11             true  avgt            18.799          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11            false  avgt            59.018          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12             true  avgt           318.722          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12            false  avgt             2.398          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13             true  avgt             0.243          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13            false  avgt             0.258          ms/op

Quite a few regressions now, but all tests are passing at least.

hmottestad · 2025-12-31T10:26:08Z

And another update for the memory store


Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0             true  avgt          22.687          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0            false  avgt          23.772          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1             true  avgt          69.313          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1            false  avgt          70.981          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2             true  avgt          15.408          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2            false  avgt          15.488          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3             true  avgt          44.577          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3            false  avgt          50.329          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4             true  avgt          49.476          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4            false  avgt          38.291          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5             true  avgt          35.427          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5            false  avgt          23.508          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6             true  avgt          19.048          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6            false  avgt          20.690          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7             true  avgt          15.609          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7            false  avgt          13.546          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8             true  avgt          36.380          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8            false  avgt          21.780          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9             true  avgt         106.586          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9            false  avgt         108.372          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10             true  avgt          32.304          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10            false  avgt          51.920          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11             true  avgt          61.316          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11            false  avgt         134.774          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12             true  avgt          28.637          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12            false  avgt          37.387          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13             true  avgt          40.003          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13            false  avgt          63.629          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0             true  avgt           0.059          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0            false  avgt           0.037          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1             true  avgt           3.891          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1            false  avgt           1.882          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2             true  avgt           0.059          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2            false  avgt           0.037          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3             true  avgt           0.060          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3            false  avgt           0.042          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4             true  avgt           0.076          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4            false  avgt           0.045          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5             true  avgt         308.667          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5            false  avgt         532.830          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6             true  avgt           0.081          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6            false  avgt           0.051          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7             true  avgt           1.755          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7            false  avgt           1.903          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8             true  avgt         254.425          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8            false  avgt         246.188          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9             true  avgt           3.533          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9            false  avgt           1.855          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10             true  avgt           1.850          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10            false  avgt           1.062          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11             true  avgt       17902.467          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11            false  avgt       17870.045          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12             true  avgt          41.161          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12            false  avgt          40.527          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13             true  avgt         285.575          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13            false  avgt         916.550          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0             true  avgt         311.163          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0            false  avgt         306.241          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1             true  avgt         157.363          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1            false  avgt         155.333          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2             true  avgt          10.410          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2            false  avgt           9.149          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3             true  avgt          25.816          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3            false  avgt          29.113          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4             true  avgt         109.538          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4            false  avgt          52.092          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5             true  avgt           5.157          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5            false  avgt           4.823          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6             true  avgt       13312.910          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6            false  avgt       15298.095          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7             true  avgt       52965.042          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7            false  avgt       26466.441          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8             true  avgt          24.816          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8            false  avgt          25.798          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9             true  avgt          67.560          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9            false  avgt          66.571          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10             true  avgt         352.750          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10            false  avgt         359.025          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11             true  avgt         391.294          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11            false  avgt         634.153          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12             true  avgt         700.557          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12            false  avgt        1279.864          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13             true  avgt          12.275          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13            false  avgt          11.326          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0             true  avgt          96.095          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0            false  avgt          95.043          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1             true  avgt         136.684          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1            false  avgt         135.832          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2             true  avgt           0.216          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2            false  avgt           0.201          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3             true  avgt          37.720          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3            false  avgt          70.375          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4             true  avgt          68.873          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4            false  avgt          46.764          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5             true  avgt           0.328          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5            false  avgt           0.305          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6             true  avgt         158.937          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6            false  avgt         161.626          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7             true  avgt           0.679          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7            false  avgt           1.002          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8             true  avgt           0.644          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8            false  avgt           0.618          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9             true  avgt           0.546          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9            false  avgt           0.588          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10             true  avgt           0.366          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10            false  avgt           0.327          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11             true  avgt           1.556          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11            false  avgt           3.032          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12             true  avgt         279.525          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12            false  avgt         272.983          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13             true  avgt          21.101          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13            false  avgt          56.152          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0             true  avgt         208.638          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0            false  avgt         203.424          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1             true  avgt         736.770          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1            false  avgt         752.229          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2             true  avgt         220.574          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2            false  avgt         230.406          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3             true  avgt          67.360          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3            false  avgt          85.549          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4             true  avgt         119.049          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4            false  avgt         116.681          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5             true  avgt          58.778          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5            false  avgt          58.206          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6             true  avgt         688.553          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6            false  avgt         895.844          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7             true  avgt         103.183          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7            false  avgt          55.082          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8             true  avgt         337.895          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8            false  avgt         347.294          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9             true  avgt         726.785          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9            false  avgt         920.578          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10             true  avgt       22480.351          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10            false  avgt       22305.631          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11             true  avgt         124.264          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11            false  avgt         174.735          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12             true  avgt         157.619          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12            false  avgt         159.851          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13             true  avgt        7279.796          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13            false  avgt       34611.661          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0             true  avgt          13.361          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0            false  avgt          13.907          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1             true  avgt          25.913          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1            false  avgt          25.812          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2             true  avgt           1.209          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2            false  avgt           1.226          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3             true  avgt          59.543          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3            false  avgt          55.735          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4             true  avgt          45.019          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4            false  avgt          46.335          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5             true  avgt           9.501          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5            false  avgt           7.544          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6             true  avgt          43.335          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6            false  avgt          37.184          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7             true  avgt          25.961          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7            false  avgt          21.996          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8             true  avgt          43.241          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8            false  avgt          61.591          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9             true  avgt         110.969          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9            false  avgt         110.055          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10             true  avgt         124.811          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10            false  avgt         124.745          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11             true  avgt          29.733          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11            false  avgt          31.160          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12             true  avgt          88.978          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12            false  avgt         107.696          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13             true  avgt          30.277          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13            false  avgt          36.375          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0             true  avgt          17.538          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0            false  avgt          18.441          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1             true  avgt          16.381          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1            false  avgt          15.984          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2             true  avgt           0.549          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2            false  avgt           0.578          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3             true  avgt         106.342          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3            false  avgt         153.662          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4             true  avgt           3.980          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4            false  avgt           0.502          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5             true  avgt           2.901          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5            false  avgt           2.295          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6             true  avgt          38.730          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6            false  avgt          40.632          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7             true  avgt          32.824          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7            false  avgt          30.407          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8             true  avgt          15.506          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8            false  avgt           3.365          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9             true  avgt           1.480          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9            false  avgt           1.337          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10             true  avgt         123.532          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10            false  avgt         153.108          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11             true  avgt         117.224          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11            false  avgt         131.843          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12             true  avgt          38.439          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12            false  avgt          39.931          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13             true  avgt         127.537          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13            false  avgt         146.198          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0             true  avgt           0.123          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0            false  avgt           0.113          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1             true  avgt           0.488          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1            false  avgt           0.560          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2             true  avgt           9.637          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2            false  avgt        3715.401          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3             true  avgt           2.749          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3            false  avgt           3.115          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4             true  avgt           9.031          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4            false  avgt          10.369          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5             true  avgt           0.159          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5            false  avgt           0.128          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6             true  avgt           1.706          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6            false  avgt           1.074          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7             true  avgt           4.958          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7            false  avgt           5.000          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8             true  avgt          11.416          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8            false  avgt           9.634          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9             true  avgt           5.893          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9            false  avgt           5.433          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10            false  avgt        7454.922          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11             true  avgt         399.788          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11            false  avgt          58.509          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12             true  avgt           0.712          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12            false  avgt           1.630          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13             true  avgt           0.241          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13            false  avgt           0.283          ms/op

hmottestad · 2025-12-31T23:39:11Z


Benchmark                              (themeName)  (x_queryIndex)  (z_useSparqlUo)  Mode  Cnt      Score   Error  Units
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0             true  avgt          22.025          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               0            false  avgt          23.742          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1             true  avgt          66.383          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               1            false  avgt          68.374          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2             true  avgt          16.408          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               2            false  avgt          16.649          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3             true  avgt          47.584          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               3            false  avgt          48.528          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4             true  avgt          38.660          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               4            false  avgt          40.254          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5             true  avgt          36.726          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               5            false  avgt          22.889          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6             true  avgt          21.120          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               6            false  avgt          19.728          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7             true  avgt          12.719          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               7            false  avgt          12.899          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8             true  avgt          24.314          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               8            false  avgt          21.727          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9             true  avgt         102.074          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS               9            false  avgt         109.307          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10             true  avgt          34.884          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              10            false  avgt          51.531          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11             true  avgt          61.803          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              11            false  avgt         133.663          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12             true  avgt          28.298          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              12            false  avgt          39.313          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13             true  avgt          33.991          ms/op
ThemeQueryBenchmark.executeQuery   MEDICAL_RECORDS              13            false  avgt          65.163          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0             true  avgt           0.054          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               0            false  avgt           0.036          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1             true  avgt           2.123          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               1            false  avgt           1.794          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2             true  avgt           0.065          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               2            false  avgt           0.044          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3             true  avgt           0.059          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               3            false  avgt           0.046          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4             true  avgt           0.077          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               4            false  avgt           0.045          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5             true  avgt         319.141          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               5            false  avgt         584.023          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6             true  avgt           0.067          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               6            false  avgt           0.056          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7             true  avgt           2.054          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               7            false  avgt           2.119          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8             true  avgt         240.534          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               8            false  avgt         241.578          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9             true  avgt           3.898          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA               9            false  avgt           1.863          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10             true  avgt           0.578          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              10            false  avgt           1.022          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11             true  avgt       17789.146          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              11            false  avgt       17801.780          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12             true  avgt          38.926          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              12            false  avgt          35.169          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13             true  avgt         275.071          ms/op
ThemeQueryBenchmark.executeQuery      SOCIAL_MEDIA              13            false  avgt         928.360          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0             true  avgt         318.233          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               0            false  avgt         318.522          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1             true  avgt         156.379          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               1            false  avgt         153.409          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2             true  avgt           8.661          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               2            false  avgt           9.185          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3             true  avgt          27.364          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               3            false  avgt          25.684          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4             true  avgt          54.859          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               4            false  avgt          53.733          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5             true  avgt           4.642          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               5            false  avgt           4.896          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6             true  avgt       14350.453          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               6            false  avgt       18289.833          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7             true  avgt       32197.657          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               7            false  avgt       29862.100          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8             true  avgt          23.838          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               8            false  avgt          26.827          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9             true  avgt          65.976          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY               9            false  avgt          67.430          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10             true  avgt         347.784          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              10            false  avgt         365.773          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11             true  avgt         388.328          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              11            false  avgt         635.993          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12             true  avgt         713.541          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              12            false  avgt        1300.433          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13             true  avgt           9.884          ms/op
ThemeQueryBenchmark.executeQuery           LIBRARY              13            false  avgt          11.941          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0             true  avgt          93.664          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               0            false  avgt          92.989          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1             true  avgt         132.811          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               1            false  avgt         142.430          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2             true  avgt           0.206          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               2            false  avgt           0.203          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3             true  avgt          38.187          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               3            false  avgt          69.956          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4             true  avgt          44.929          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               4            false  avgt          41.662          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5             true  avgt           0.319          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               5            false  avgt           0.307          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6             true  avgt         163.609          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               6            false  avgt         147.235          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7             true  avgt           0.691          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               7            false  avgt           1.014          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8             true  avgt           0.657          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               8            false  avgt           0.623          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9             true  avgt           0.561          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING               9            false  avgt           0.583          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10             true  avgt           0.374          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              10            false  avgt           0.327          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11             true  avgt           1.711          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              11            false  avgt           3.798          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12             true  avgt         280.203          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              12            false  avgt         269.363          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13             true  avgt          21.137          ms/op
ThemeQueryBenchmark.executeQuery       ENGINEERING              13            false  avgt          56.815          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0             true  avgt         205.272          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               0            false  avgt         204.560          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1             true  avgt         759.477          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               1            false  avgt         748.975          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2             true  avgt         227.712          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               2            false  avgt         218.800          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3             true  avgt          69.958          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               3            false  avgt          82.828          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4             true  avgt         119.693          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               4            false  avgt         131.278          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5             true  avgt          59.380          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               5            false  avgt          62.773          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6             true  avgt         670.946          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               6            false  avgt         870.334          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7             true  avgt          57.233          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               7            false  avgt          56.879          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8             true  avgt         356.234          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               8            false  avgt         347.304          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9             true  avgt         710.699          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED               9            false  avgt         861.725          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10             true  avgt       23132.691          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              10            false  avgt       22838.946          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11             true  avgt         129.361          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              11            false  avgt         178.177          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12             true  avgt         163.586          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              12            false  avgt         160.115          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13             true  avgt        7378.516          ms/op
ThemeQueryBenchmark.executeQuery  HIGHLY_CONNECTED              13            false  avgt       35165.281          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0             true  avgt          13.387          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               0            false  avgt          13.770          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1             true  avgt          26.767          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               1            false  avgt          24.739          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2             true  avgt           1.292          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               2            false  avgt           1.210          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3             true  avgt          56.657          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               3            false  avgt          56.394          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4             true  avgt          44.599          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               4            false  avgt          43.978          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5             true  avgt           8.170          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               5            false  avgt           7.600          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6             true  avgt          42.949          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               6            false  avgt          38.104          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7             true  avgt          23.759          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               7            false  avgt          23.271          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8             true  avgt          43.674          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               8            false  avgt          62.252          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9             true  avgt         110.092          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN               9            false  avgt         107.826          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10             true  avgt         138.372          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              10            false  avgt         127.595          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11             true  avgt          29.762          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              11            false  avgt          33.232          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12             true  avgt          91.373          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              12            false  avgt         108.401          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13             true  avgt          33.927          ms/op
ThemeQueryBenchmark.executeQuery             TRAIN              13            false  avgt          37.652          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0             true  avgt          18.258          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               0            false  avgt          18.857          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1             true  avgt          16.037          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               1            false  avgt          15.840          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2             true  avgt           0.590          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               2            false  avgt           0.557          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3             true  avgt         106.136          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               3            false  avgt         156.161          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4             true  avgt           0.542          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               4            false  avgt           0.509          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5             true  avgt           2.773          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               5            false  avgt           3.419          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6             true  avgt          43.400          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               6            false  avgt          35.712          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7             true  avgt          32.363          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               7            false  avgt          29.012          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8             true  avgt           2.821          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               8            false  avgt           3.024          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9             true  avgt           1.478          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID               9            false  avgt           1.222          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10             true  avgt         120.073          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              10            false  avgt         154.729          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11             true  avgt         124.878          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              11            false  avgt         133.815          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12             true  avgt          40.748          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              12            false  avgt          40.975          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13             true  avgt         129.643          ms/op
ThemeQueryBenchmark.executeQuery   ELECTRICAL_GRID              13            false  avgt         148.822          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0             true  avgt           0.151          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               0            false  avgt           0.116          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1             true  avgt           0.495          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               1            false  avgt           0.538          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2             true  avgt           8.481          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               2            false  avgt        3659.400          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3             true  avgt           2.712          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               3            false  avgt           3.124          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4             true  avgt           9.174          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               4            false  avgt           9.628          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5             true  avgt           0.172          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               5            false  avgt           0.138          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6             true  avgt           0.986          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               6            false  avgt           1.059          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7             true  avgt           5.017          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               7            false  avgt           5.473          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8             true  avgt          11.472          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               8            false  avgt           9.593          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9             true  avgt           5.049          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA               9            false  avgt           5.789          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10             true  avgt        5669.485          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              10            false  avgt        6808.880          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11             true  avgt          38.365          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              11            false  avgt          57.221          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12             true  avgt           0.728          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              12            false  avgt           2.074          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13             true  avgt           0.228          ms/op
ThemeQueryBenchmark.executeQuery            PHARMA              13            false  avgt           0.257          ms/op

hmottestad changed the base branch from main to develop December 27, 2025 05:30

hmottestad force-pushed the GH-5653-query-optimisation-for-union-and-optional-implementated-based-on-paper branch from 57b79d7 to a4d815a Compare December 27, 2025 18:30

hmottestad changed the title ~~GH-5653 query optimisation for union and optional implementated based on paper~~ GH-5653 experimenting with query optimisation for union and optional implementated based on paper Dec 27, 2025

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hmottestad added 3 commits December 28, 2025 16:55

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faster performance

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hmottestad added 14 commits December 28, 2025 22:43

more potential optimisations

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hmottestad added 7 commits December 29, 2025 09:24

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GH-5653 experimenting with query optimisation for union and optional implementated based on paper#5654

GH-5653 experimenting with query optimisation for union and optional implementated based on paper#5654
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GH-5653-query-optimisation-for-union-and-optional-implementated-based-on-paper

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hmottestad commented Dec 28, 2025

Memory Store

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Another update

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hmottestad commented Dec 30, 2025

Latest for the MemoryStore

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hmottestad commented Dec 31, 2025

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hmottestad commented Dec 31, 2025

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hmottestad commented Dec 27, 2025 •

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hmottestad commented Dec 27, 2025 •

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hmottestad commented Dec 27, 2025 •

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hmottestad commented Dec 27, 2025 •

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hmottestad commented Dec 28, 2025 •

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hmottestad commented Dec 29, 2025 •

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