aws-samples / detecting-data-drift-in-nlp-using-amazon-sagemaker-custom-model-monitor
Metrics

All numeric values measured by Sokrates.

Intro
  • Metrics are all numeric values measured by Sokrates.
  • You can use these metrics to define goals and controls.
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 18
NUMBER_OF_FILES_MAIN 2
LINES_OF_CODE_MAIN 397
NUMBER_OF_FILES_MAIN_EXT_PY 2
LINES_OF_CODE_MAIN_EXT_PY 397
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 0
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 0
NUMBER_OF_FILES_OTHER 3
LINES_OF_CODE_OTHER 51
NUMBER_OF_FILES_OTHER_EXT_MD 3
LINES_OF_CODE_OTHER_EXT_MD 51
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CODE 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CODE 256
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CODE_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CODE_EXT_PY 256
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_DOCKER 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_DOCKER 141
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_DOCKER_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_DOCKER_EXT_PY 141
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 0
LINES_OF_CODE_CONCERN_GENERAL_TODOS 0
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 2
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 397
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 2
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 397
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 0
LOW_RISK_FILE_SIZE_COUNT 1
MEDIUM_RISK_FILE_SIZE_COUNT 1
HIGH_RISK_FILE_SIZE_COUNT 0
VERY_HIGH_RISK_FILE_SIZE_COUNT 0
NEGLIGIBLE_RISK_FILE_SIZE_LOC 0
LOW_RISK_FILE_SIZE_LOC 141
MEDIUM_RISK_FILE_SIZE_LOC 256
HIGH_RISK_FILE_SIZE_LOC 0
VERY_HIGH_RISK_FILE_SIZE_LOC 0
FILE_CHANGE_HISTORY_TOTAL_AGE_DAYS 167
FILE_CHANGE_HISTORY_ACTIVE_DAYS 3
FILE_CHANGE_HISTORY_WEEKS 20
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 100
FILE_AGE_NEGLIGIBLE_RISK_COUNT 0
FILE_AGE_LOW_RISK_COUNT 0
FILE_AGE_MEDIUM_RISK_COUNT 2
FILE_AGE_HIGH_RISK_COUNT 0
FILE_AGE_VERY_HIGH_RISK_COUNT 0
FILE_AGE_NEGLIGIBLE_RISK_LOC 0
FILE_AGE_LOW_RISK_LOC 0
FILE_AGE_MEDIUM_RISK_LOC 397
FILE_AGE_HIGH_RISK_LOC 0
FILE_AGE_VERY_HIGH_RISK_LOC 0
NUMBER_OF_CONTRIBUTORS 2
NUMBER_OF_UNITS 10
LINES_OF_CODE_IN_UNITS 250
LINES_OF_CODE_OUTSIDE_UNITS 147
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 19
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 7.6
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 3
UNIT_SIZE_LOW_RISK_LOC 29
UNIT_SIZE_LOW_RISK_PERCENTAGE 11.6
UNIT_SIZE_LOW_RISK_COUNT 2
UNIT_SIZE_MEDIUM_RISK_LOC 118
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 47.2
UNIT_SIZE_MEDIUM_RISK_COUNT 4
UNIT_SIZE_HIGH_RISK_LOC 84
UNIT_SIZE_HIGH_RISK_PERCENTAGE 33.6
UNIT_SIZE_HIGH_RISK_COUNT 1
UNIT_SIZE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_CODE_NEGLIGIBLE_RISK_LOC 11
UNIT_SIZE_COMPONENT_CODE_NEGLIGIBLE_RISK_PERCENTAGE 5.47
UNIT_SIZE_COMPONENT_CODE_NEGLIGIBLE_RISK_COUNT 2
UNIT_SIZE_COMPONENT_CODE_LOW_RISK_LOC 29
UNIT_SIZE_COMPONENT_CODE_LOW_RISK_PERCENTAGE 14.43
UNIT_SIZE_COMPONENT_CODE_LOW_RISK_COUNT 2
UNIT_SIZE_COMPONENT_CODE_MEDIUM_RISK_LOC 77
UNIT_SIZE_COMPONENT_CODE_MEDIUM_RISK_PERCENTAGE 38.31
UNIT_SIZE_COMPONENT_CODE_MEDIUM_RISK_COUNT 3
UNIT_SIZE_COMPONENT_CODE_HIGH_RISK_LOC 84
UNIT_SIZE_COMPONENT_CODE_HIGH_RISK_PERCENTAGE 41.79
UNIT_SIZE_COMPONENT_CODE_HIGH_RISK_COUNT 1
UNIT_SIZE_COMPONENT_CODE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_CODE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_CODE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_DOCKER_NEGLIGIBLE_RISK_LOC 8
UNIT_SIZE_COMPONENT_DOCKER_NEGLIGIBLE_RISK_PERCENTAGE 16.33
UNIT_SIZE_COMPONENT_DOCKER_NEGLIGIBLE_RISK_COUNT 1
UNIT_SIZE_COMPONENT_DOCKER_LOW_RISK_LOC 0
UNIT_SIZE_COMPONENT_DOCKER_LOW_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_DOCKER_LOW_RISK_COUNT 0
UNIT_SIZE_COMPONENT_DOCKER_MEDIUM_RISK_LOC 41
UNIT_SIZE_COMPONENT_DOCKER_MEDIUM_RISK_PERCENTAGE 83.67
UNIT_SIZE_COMPONENT_DOCKER_MEDIUM_RISK_COUNT 1
UNIT_SIZE_COMPONENT_DOCKER_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_DOCKER_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_DOCKER_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_DOCKER_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_DOCKER_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_DOCKER_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 19
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 7.6
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 3
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 29
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 11.6
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 2
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 118
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 47.2
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 4
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 84
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 33.6
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_COUNT 1
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 89
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 35.6
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 77
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 30.8
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 84
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 33.6
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 1
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_CODE_NEGLIGIBLE_RISK_LOC 40
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_NEGLIGIBLE_RISK_PERCENTAGE 19.9
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_NEGLIGIBLE_RISK_COUNT 4
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_LOW_RISK_LOC 77
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_LOW_RISK_PERCENTAGE 38.31
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_LOW_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_MEDIUM_RISK_LOC 84
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_MEDIUM_RISK_PERCENTAGE 41.79
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_MEDIUM_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_CODE_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_NEGLIGIBLE_RISK_LOC 49
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_NEGLIGIBLE_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_DOCKER_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 89
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 35.6
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 77
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 30.8
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 84
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 33.6
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 1
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
DUPLICATION_NUMBER_OF_DUPLICATES 1
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 1
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 40
DUPLICATION_NUMBER_OF_CLEANED_LINES 371
DUPLICATION_PERCENTAGE 10.78
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_CODE 40
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_CODE 40
DUPLICATION_PERCENTAGE_PRIMARY_CODE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_DOCKER 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_DOCKER 0
DUPLICATION_PERCENTAGE_PRIMARY_DOCKER -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 40
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 371
DUPLICATION_PERCENTAGE_PY 10.78
TOTAL_ANALYSIS_TIME_IN_MILLIS 364