GoogleCloudPlatform / scientific-computing-examples
Metrics

All numeric values measured by Sokrates.

Intro
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 266
NUMBER_OF_FILES_MAIN 79
LINES_OF_CODE_MAIN 5,595
NUMBER_OF_FILES_MAIN_EXT_YAML 26
LINES_OF_CODE_MAIN_EXT_YAML 1,803
NUMBER_OF_FILES_MAIN_EXT_TF 36
LINES_OF_CODE_MAIN_EXT_TF 1,741
NUMBER_OF_FILES_MAIN_EXT_IPYNB 2
LINES_OF_CODE_MAIN_EXT_IPYNB 1,065
NUMBER_OF_FILES_MAIN_EXT_PY 9
LINES_OF_CODE_MAIN_EXT_PY 710
NUMBER_OF_FILES_MAIN_EXT_HCL 3
LINES_OF_CODE_MAIN_EXT_HCL 174
NUMBER_OF_FILES_MAIN_EXT_TOML 3
LINES_OF_CODE_MAIN_EXT_TOML 102
NUMBER_OF_FILES_TEST 0
LINES_OF_CODE_TEST 0
TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE 0
NUMBER_OF_FILES_GENERATED 0
LINES_OF_CODE_GENERATED 0
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT 16
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 238
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT_EXT_SH 16
LINES_OF_CODE_BUILD_AND_DEPLOYMENT_EXT_SH 238
NUMBER_OF_FILES_OTHER 120
LINES_OF_CODE_OTHER 7,067
NUMBER_OF_FILES_OTHER_EXT_MD 54
LINES_OF_CODE_OTHER_EXT_MD 4,580
NUMBER_OF_FILES_OTHER_EXT_IPYNB 5
LINES_OF_CODE_OTHER_EXT_IPYNB 1,082
NUMBER_OF_FILES_OTHER_EXT_YAML 19
LINES_OF_CODE_OTHER_EXT_YAML 639
NUMBER_OF_FILES_OTHER_EXT_TF 27
LINES_OF_CODE_OTHER_EXT_TF 561
NUMBER_OF_FILES_OTHER_EXT_TXT 8
LINES_OF_CODE_OTHER_EXT_TXT 82
NUMBER_OF_FILES_OTHER_EXT_TFVARS 2
LINES_OF_CODE_OTHER_EXT_TFVARS 52
NUMBER_OF_FILES_OTHER_EXT_PATCH 1
LINES_OF_CODE_OTHER_EXT_PATCH 39
NUMBER_OF_FILES_OTHER_EXT_SH 3
LINES_OF_CODE_OTHER_EXT_SH 17
NUMBER_OF_FILES_OTHER_EXT_C 1
LINES_OF_CODE_OTHER_EXT_C 15
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM 6
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM 469
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_YAML 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_YAML 310
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_TF 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_TF 97
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_LLAMA2_FINETUNING_SLURM_EXT_PY 62
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_QWIKLABS 6
LINES_OF_CODE_DECOMPOSITION_PRIMARY_QWIKLABS 423
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_YAML 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_YAML 264
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_TF 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_TF 97
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_QWIKLABS_EXT_PY 62
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PYTHON_BATCH 21
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PYTHON_BATCH 1,139
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_PY 7
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_PY 586
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_TF 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_TF 267
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_YAML 9
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_YAML 184
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_TOML 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PYTHON_BATCH_EXT_TOML 102
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_NOTEBOOKS 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_NOTEBOOKS 1,065
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_NOTEBOOKS_EXT_IPYNB 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_NOTEBOOKS_EXT_IPYNB 1,065
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FLUXFW_GCP 15
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FLUXFW_GCP 780
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_TF 9
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_TF 504
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_HCL 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_HCL 174
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_YAML 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FLUXFW_GCP_EXT_YAML 102
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FSI 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FSI 428
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FSI_EXT_YAML 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FSI_EXT_YAML 423
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FSI_EXT_TF 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FSI_EXT_TF 5
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CUSTOM_WORKBENCHES 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CUSTOM_WORKBENCHES 6
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CUSTOM_WORKBENCHES_EXT_YAML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CUSTOM_WORKBENCHES_EXT_YAML 6
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SLURM_COOKBOOK 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SLURM_COOKBOOK 76
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SLURM_COOKBOOK_EXT_YAML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SLURM_COOKBOOK_EXT_YAML 76
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_APPTAINER 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_APPTAINER 68
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_APPTAINER_EXT_YAML 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_APPTAINER_EXT_YAML 68
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_HIGGS 18
LINES_OF_CODE_DECOMPOSITION_PRIMARY_HIGGS 771
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_HIGGS_EXT_TF 18
LINES_OF_CODE_DECOMPOSITION_PRIMARY_HIGGS_EXT_TF 771
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_HCLS 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_HCLS 370
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_HCLS_EXT_YAML 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_HCLS_EXT_YAML 370
NUMBER_OF_DEPENDENCY_LINKS_DECOMPOSITION_PRIMARY 0
NUMBER_OF_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_PLACES_WITH_CYCLIC_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS 1
LINES_OF_CODE_CONCERN_GENERAL_TODOS 238
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS_EXT_PY 1
LINES_OF_CODE_CONCERN_GENERAL_TODOS_EXT_PY 238
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 78
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 5,357
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 26
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 1,803
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_TF 36
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_TF 1,741
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 2
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 1,065
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 8
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 472
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_HCL 3
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_HCL 174
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_TOML 3
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_TOML 102
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 66
LOW_RISK_FILE_SIZE_COUNT 4
MEDIUM_RISK_FILE_SIZE_COUNT 8
HIGH_RISK_FILE_SIZE_COUNT 1
VERY_HIGH_RISK_FILE_SIZE_COUNT 0
NEGLIGIBLE_RISK_FILE_SIZE_LOC 2,133
LOW_RISK_FILE_SIZE_LOC 732
MEDIUM_RISK_FILE_SIZE_LOC 2,138
HIGH_RISK_FILE_SIZE_LOC 592
VERY_HIGH_RISK_FILE_SIZE_LOC 0
NUMBER_OF_UNITS 39
LINES_OF_CODE_IN_UNITS 478
LINES_OF_CODE_OUTSIDE_UNITS 5,117
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 137
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 28.66
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 23
UNIT_SIZE_LOW_RISK_LOC 132
UNIT_SIZE_LOW_RISK_PERCENTAGE 27.62
UNIT_SIZE_LOW_RISK_COUNT 9
UNIT_SIZE_MEDIUM_RISK_LOC 209
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 43.72
UNIT_SIZE_MEDIUM_RISK_COUNT 7
UNIT_SIZE_HIGH_RISK_LOC 0
UNIT_SIZE_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_HIGH_RISK_COUNT 0
UNIT_SIZE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_LOC 137
UNIT_SIZE_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_PERCENTAGE 28.66
UNIT_SIZE_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_COUNT 23
UNIT_SIZE_COMPONENT_PYTHON_BATCH_LOW_RISK_LOC 132
UNIT_SIZE_COMPONENT_PYTHON_BATCH_LOW_RISK_PERCENTAGE 27.62
UNIT_SIZE_COMPONENT_PYTHON_BATCH_LOW_RISK_COUNT 9
UNIT_SIZE_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_LOC 209
UNIT_SIZE_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_PERCENTAGE 43.72
UNIT_SIZE_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_COUNT 7
UNIT_SIZE_COMPONENT_PYTHON_BATCH_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 137
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 28.66
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 23
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 132
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 27.62
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 9
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 209
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 43.72
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 7
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_LOC 346
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 72.38
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 35
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 62
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 12.97
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 70
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 14.64
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_LOC 346
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_PERCENTAGE 72.38
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_NEGLIGIBLE_RISK_COUNT 35
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_LOW_RISK_LOC 62
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_LOW_RISK_PERCENTAGE 12.97
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_LOW_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_LOC 70
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_PERCENTAGE 14.64
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_MEDIUM_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PYTHON_BATCH_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 346
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 72.38
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 35
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 62
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 12.97
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 70
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 14.64
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_COUNT 0
FILE_CHANGE_HISTORY_TOTAL_AGE_DAYS 741
FILE_CHANGE_HISTORY_ACTIVE_DAYS 62
FILE_CHANGE_HISTORY_WEEKS 104
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 520
FILE_AGE_NEGLIGIBLE_RISK_COUNT 5
FILE_AGE_LOW_RISK_COUNT 2
FILE_AGE_MEDIUM_RISK_COUNT 6
FILE_AGE_HIGH_RISK_COUNT 15
FILE_AGE_VERY_HIGH_RISK_COUNT 24
FILE_AGE_NEGLIGIBLE_RISK_LOC 976
FILE_AGE_LOW_RISK_LOC 370
FILE_AGE_MEDIUM_RISK_LOC 181
FILE_AGE_HIGH_RISK_LOC 1,168
FILE_AGE_VERY_HIGH_RISK_LOC 1,301
NUMBER_OF_CONTRIBUTORS 9
DUPLICATION_NUMBER_OF_DUPLICATES 411
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 45
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 2,671
DUPLICATION_NUMBER_OF_CLEANED_LINES 5,538
DUPLICATION_PERCENTAGE 48.23
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_FLUXFW_GCP 356
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_FLUXFW_GCP 356
DUPLICATION_PERCENTAGE_PRIMARY_FLUXFW_GCP 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_NOTEBOOKS 782
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_NOTEBOOKS 782
DUPLICATION_PERCENTAGE_PRIMARY_NOTEBOOKS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_FSI 383
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_FSI 383
DUPLICATION_PERCENTAGE_PRIMARY_FSI 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_LLAMA2_FINETUNING_SLURM 378
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_LLAMA2_FINETUNING_SLURM 378
DUPLICATION_PERCENTAGE_PRIMARY_LLAMA2_FINETUNING_SLURM 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_QWIKLABS 391
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_QWIKLABS 391
DUPLICATION_PERCENTAGE_PRIMARY_QWIKLABS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_HCLS 198
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_HCLS 198
DUPLICATION_PERCENTAGE_PRIMARY_HCLS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_HIGGS 123
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_HIGGS 123
DUPLICATION_PERCENTAGE_PRIMARY_HIGGS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_PYTHON_BATCH 60
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_PYTHON_BATCH 60
DUPLICATION_PERCENTAGE_PRIMARY_PYTHON_BATCH 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_CUSTOM_WORKBENCHES 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_CUSTOM_WORKBENCHES 0
DUPLICATION_PERCENTAGE_PRIMARY_CUSTOM_WORKBENCHES -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_SLURM_COOKBOOK 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_SLURM_COOKBOOK 0
DUPLICATION_PERCENTAGE_PRIMARY_SLURM_COOKBOOK -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_APPTAINER 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_APPTAINER 0
DUPLICATION_PERCENTAGE_PRIMARY_APPTAINER -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_TF 479
DUPLICATION_NUMBER_OF_CLEANED_LINES_TF 1,741
DUPLICATION_PERCENTAGE_TF 27.51
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_IPYNB 782
DUPLICATION_NUMBER_OF_CLEANED_LINES_IPYNB 1,065
DUPLICATION_PERCENTAGE_IPYNB 73.43
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_HCL 114
DUPLICATION_NUMBER_OF_CLEANED_LINES_HCL 174
DUPLICATION_PERCENTAGE_HCL 65.52
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_YAML 1,156
DUPLICATION_NUMBER_OF_CLEANED_LINES_YAML 1,803
DUPLICATION_PERCENTAGE_YAML 64.12
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 126
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 653
DUPLICATION_PERCENTAGE_PY 19.3
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_TOML 14
DUPLICATION_NUMBER_OF_CLEANED_LINES_TOML 102
DUPLICATION_PERCENTAGE_TOML 13.73
TOTAL_ANALYSIS_TIME_IN_MILLIS 922