aws-samples / amazon-mlops-example-tensorflow
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 25
NUMBER_OF_FILES_MAIN 10
LINES_OF_CODE_MAIN 654
NUMBER_OF_FILES_MAIN_EXT_YAML 1
LINES_OF_CODE_MAIN_EXT_YAML 334
NUMBER_OF_FILES_MAIN_EXT_PY 7
LINES_OF_CODE_MAIN_EXT_PY 274
NUMBER_OF_FILES_MAIN_EXT_YML 2
LINES_OF_CODE_MAIN_EXT_YML 46
NUMBER_OF_FILES_TEST 2
LINES_OF_CODE_TEST 78
NUMBER_OF_FILES_TEST_EXT_PY 2
LINES_OF_CODE_TEST_EXT_PY 78
TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE 11.92
NUMBER_OF_FILES_GENERATED 0
LINES_OF_CODE_GENERATED 0
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT 3
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 34
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT_EXT_SH 3
LINES_OF_CODE_BUILD_AND_DEPLOYMENT_EXT_SH 34
NUMBER_OF_FILES_OTHER 3
LINES_OF_CODE_OTHER 87
NUMBER_OF_FILES_OTHER_EXT_MD 3
LINES_OF_CODE_OTHER_EXT_MD 87
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TRAIN 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TRAIN 175
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TRAIN_EXT_PY 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TRAIN_EXT_PY 152
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TRAIN_EXT_YML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TRAIN_EXT_YML 23
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PREPROCESS 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PREPROCESS 34
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PREPROCESS_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PREPROCESS_EXT_PY 34
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE 111
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_EXT_PY 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_EXT_PY 88
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_EXT_YML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_EXT_YML 23
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CLOUDFORMATION 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CLOUDFORMATION 334
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_CLOUDFORMATION_EXT_YAML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_CLOUDFORMATION_EXT_YAML 334
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 23
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS_EXT_PY 1
LINES_OF_CODE_CONCERN_GENERAL_TODOS_EXT_PY 23
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 9
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 631
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 334
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 6
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 251
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YML 2
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YML 46
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 9
LOW_RISK_FILE_SIZE_COUNT 0
MEDIUM_RISK_FILE_SIZE_COUNT 1
HIGH_RISK_FILE_SIZE_COUNT 0
VERY_HIGH_RISK_FILE_SIZE_COUNT 0
NEGLIGIBLE_RISK_FILE_SIZE_LOC 320
LOW_RISK_FILE_SIZE_LOC 0
MEDIUM_RISK_FILE_SIZE_LOC 334
HIGH_RISK_FILE_SIZE_LOC 0
VERY_HIGH_RISK_FILE_SIZE_LOC 0
FILE_AGE_NEGLIGIBLE_RISK_COUNT 0
FILE_AGE_LOW_RISK_COUNT 0
FILE_AGE_MEDIUM_RISK_COUNT 10
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 654
FILE_AGE_HIGH_RISK_LOC 0
FILE_AGE_VERY_HIGH_RISK_LOC 0
NUMBER_OF_CONTRIBUTORS 2
NUMBER_OF_UNITS 22
LINES_OF_CODE_IN_UNITS 161
LINES_OF_CODE_OUTSIDE_UNITS 493
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 87
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 54.04
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 17
UNIT_SIZE_LOW_RISK_LOC 74
UNIT_SIZE_LOW_RISK_PERCENTAGE 45.96
UNIT_SIZE_LOW_RISK_COUNT 5
UNIT_SIZE_MEDIUM_RISK_LOC 0
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_MEDIUM_RISK_COUNT 0
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_TRAIN_NEGLIGIBLE_RISK_LOC 53
UNIT_SIZE_COMPONENT_TRAIN_NEGLIGIBLE_RISK_PERCENTAGE 60.23
UNIT_SIZE_COMPONENT_TRAIN_NEGLIGIBLE_RISK_COUNT 11
UNIT_SIZE_COMPONENT_TRAIN_LOW_RISK_LOC 35
UNIT_SIZE_COMPONENT_TRAIN_LOW_RISK_PERCENTAGE 39.77
UNIT_SIZE_COMPONENT_TRAIN_LOW_RISK_COUNT 2
UNIT_SIZE_COMPONENT_TRAIN_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAIN_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAIN_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_TRAIN_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAIN_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAIN_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_TRAIN_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAIN_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAIN_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_LOC 8
UNIT_SIZE_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_PERCENTAGE 42.11
UNIT_SIZE_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_COUNT 1
UNIT_SIZE_COMPONENT_PREPROCESS_LOW_RISK_LOC 11
UNIT_SIZE_COMPONENT_PREPROCESS_LOW_RISK_PERCENTAGE 57.89
UNIT_SIZE_COMPONENT_PREPROCESS_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_PREPROCESS_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_PREPROCESS_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PREPROCESS_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PREPROCESS_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PREPROCESS_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PREPROCESS_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PREPROCESS_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PREPROCESS_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PREPROCESS_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_LOC 26
UNIT_SIZE_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_PERCENTAGE 48.15
UNIT_SIZE_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_COUNT 5
UNIT_SIZE_COMPONENT_INFERENCE_LOW_RISK_LOC 28
UNIT_SIZE_COMPONENT_INFERENCE_LOW_RISK_PERCENTAGE 51.85
UNIT_SIZE_COMPONENT_INFERENCE_LOW_RISK_COUNT 2
UNIT_SIZE_COMPONENT_INFERENCE_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 87
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 54.04
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 17
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 74
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 45.96
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 5
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 0
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 148
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 91.93
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 21
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 13
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 8.07
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 0
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_TRAIN_NEGLIGIBLE_RISK_LOC 88
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_NEGLIGIBLE_RISK_COUNT 13
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAIN_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_LOC 19
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_NEGLIGIBLE_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PREPROCESS_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_LOC 41
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_PERCENTAGE 75.93
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_NEGLIGIBLE_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_LOW_RISK_LOC 13
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_LOW_RISK_PERCENTAGE 24.07
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 148
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 91.93
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 21
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 13
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 8.07
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 1
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 0
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 9
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 1
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 119
DUPLICATION_NUMBER_OF_CLEANED_LINES 607
DUPLICATION_PERCENTAGE 19.6
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_CLOUDFORMATION 119
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_CLOUDFORMATION 119
DUPLICATION_PERCENTAGE_PRIMARY_CLOUDFORMATION 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_TRAIN 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_TRAIN 0
DUPLICATION_PERCENTAGE_PRIMARY_TRAIN -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_PREPROCESS 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_PREPROCESS 0
DUPLICATION_PERCENTAGE_PRIMARY_PREPROCESS -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_INFERENCE 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_INFERENCE 0
DUPLICATION_PERCENTAGE_PRIMARY_INFERENCE -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_YAML 119
DUPLICATION_NUMBER_OF_CLEANED_LINES_YAML 334
DUPLICATION_PERCENTAGE_YAML 35.63
TOTAL_ANALYSIS_TIME_IN_MILLIS 380