GoogleCloudPlatform / applied-ai-engineering-samples
Metrics

All numeric values measured by Sokrates.

Intro
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 432
NUMBER_OF_FILES_MAIN 224
LINES_OF_CODE_MAIN 15,720
NUMBER_OF_FILES_MAIN_EXT_IPYNB 19
LINES_OF_CODE_MAIN_EXT_IPYNB 11,211
NUMBER_OF_FILES_MAIN_EXT_TF 39
LINES_OF_CODE_MAIN_EXT_TF 1,947
NUMBER_OF_FILES_MAIN_EXT_PY 17
LINES_OF_CODE_MAIN_EXT_PY 1,149
NUMBER_OF_FILES_MAIN_EXT_YAML 129
LINES_OF_CODE_MAIN_EXT_YAML 1,136
NUMBER_OF_FILES_MAIN_EXT_SQL 1
LINES_OF_CODE_MAIN_EXT_SQL 113
NUMBER_OF_FILES_MAIN_EXT_JSONL 15
LINES_OF_CODE_MAIN_EXT_JSONL 96
NUMBER_OF_FILES_MAIN_EXT_TPL 2
LINES_OF_CODE_MAIN_EXT_TPL 41
NUMBER_OF_FILES_MAIN_EXT_TOML 1
LINES_OF_CODE_MAIN_EXT_TOML 25
NUMBER_OF_FILES_MAIN_EXT_IN 1
LINES_OF_CODE_MAIN_EXT_IN 2
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 5
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 5
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT_EXT_SH 5
LINES_OF_CODE_BUILD_AND_DEPLOYMENT_EXT_SH 5
NUMBER_OF_FILES_OTHER 142
LINES_OF_CODE_OTHER 12,421
NUMBER_OF_FILES_OTHER_EXT_TXT 93
LINES_OF_CODE_OTHER_EXT_TXT 9,864
NUMBER_OF_FILES_OTHER_EXT_MD 36
LINES_OF_CODE_OTHER_EXT_MD 2,163
NUMBER_OF_FILES_OTHER_EXT_YAML 9
LINES_OF_CODE_OTHER_EXT_YAML 317
NUMBER_OF_FILES_OTHER_EXT_JSON 1
LINES_OF_CODE_OTHER_EXT_JSON 56
NUMBER_OF_FILES_OTHER_EXT_INI 1
LINES_OF_CODE_OTHER_EXT_INI 17
NUMBER_OF_FILES_OTHER_EXT_SH 2
LINES_OF_CODE_OTHER_EXT_SH 4
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI 59
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI 12,656
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_IPYNB 19
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_IPYNB 11,211
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_PY 17
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_PY 1,149
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_SQL 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_SQL 113
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_JSONL 15
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_JSONL 96
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_YAML 5
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_YAML 60
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_TOML 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_TOML 25
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_IN 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_GENAI_ON_VERTEX_AI_EXT_IN 2
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE 165
LINES_OF_CODE_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE 3,064
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_TF 39
LINES_OF_CODE_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_TF 1,947
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_YAML 124
LINES_OF_CODE_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_YAML 1,076
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_TPL 2
LINES_OF_CODE_DECOMPOSITION_PRIMARY_AI_INFRASTRUCTURE_EXT_TPL 41
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 3
LINES_OF_CODE_CONCERN_GENERAL_TODOS 2,274
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS_EXT_IPYNB 2
LINES_OF_CODE_CONCERN_GENERAL_TODOS_EXT_IPYNB 2,161
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS_EXT_SQL 1
LINES_OF_CODE_CONCERN_GENERAL_TODOS_EXT_SQL 113
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 221
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 13,446
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 17
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 9,050
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_TF 39
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_TF 1,947
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 17
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 1,149
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 129
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 1,136
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_JSONL 15
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_JSONL 96
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_TPL 2
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_TPL 41
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_TOML 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_TOML 25
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_IN 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_IN 2
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 198
LOW_RISK_FILE_SIZE_COUNT 4
MEDIUM_RISK_FILE_SIZE_COUNT 12
HIGH_RISK_FILE_SIZE_COUNT 8
VERY_HIGH_RISK_FILE_SIZE_COUNT 2
NEGLIGIBLE_RISK_FILE_SIZE_LOC 2,926
LOW_RISK_FILE_SIZE_LOC 677
MEDIUM_RISK_FILE_SIZE_LOC 3,523
HIGH_RISK_FILE_SIZE_LOC 6,023
VERY_HIGH_RISK_FILE_SIZE_LOC 2,571
NUMBER_OF_UNITS 69
LINES_OF_CODE_IN_UNITS 821
LINES_OF_CODE_OUTSIDE_UNITS 14,899
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 197
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 24
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 43
UNIT_SIZE_LOW_RISK_LOC 270
UNIT_SIZE_LOW_RISK_PERCENTAGE 32.89
UNIT_SIZE_LOW_RISK_COUNT 17
UNIT_SIZE_MEDIUM_RISK_LOC 180
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 21.92
UNIT_SIZE_MEDIUM_RISK_COUNT 6
UNIT_SIZE_HIGH_RISK_LOC 174
UNIT_SIZE_HIGH_RISK_PERCENTAGE 21.19
UNIT_SIZE_HIGH_RISK_COUNT 3
UNIT_SIZE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_LOC 197
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_PERCENTAGE 24
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_COUNT 43
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_LOC 270
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_PERCENTAGE 32.89
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_COUNT 17
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_LOC 180
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_PERCENTAGE 21.92
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_COUNT 6
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_LOC 174
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_PERCENTAGE 21.19
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_COUNT 3
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 197
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 24
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 43
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 270
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 32.89
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 17
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 180
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 21.92
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 6
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 174
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 21.19
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_COUNT 3
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 506
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 61.63
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 59
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 100
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 12.18
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 215
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 26.19
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 4
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_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_LOC 506
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_PERCENTAGE 61.63
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_NEGLIGIBLE_RISK_COUNT 59
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_LOC 100
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_PERCENTAGE 12.18
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_LOW_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_LOC 215
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_PERCENTAGE 26.19
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_MEDIUM_RISK_COUNT 4
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_GENAI_ON_VERTEX_AI_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 506
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 61.63
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 59
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 100
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 12.18
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 6
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 215
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 26.19
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 4
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 619
FILE_CHANGE_HISTORY_ACTIVE_DAYS 106
FILE_CHANGE_HISTORY_WEEKS 87
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 435
FILE_AGE_NEGLIGIBLE_RISK_COUNT 30
FILE_AGE_LOW_RISK_COUNT 12
FILE_AGE_MEDIUM_RISK_COUNT 13
FILE_AGE_HIGH_RISK_COUNT 0
FILE_AGE_VERY_HIGH_RISK_COUNT 169
FILE_AGE_NEGLIGIBLE_RISK_LOC 1,683
FILE_AGE_LOW_RISK_LOC 7,382
FILE_AGE_MEDIUM_RISK_LOC 1,456
FILE_AGE_HIGH_RISK_LOC 0
FILE_AGE_VERY_HIGH_RISK_LOC 5,199
NUMBER_OF_CONTRIBUTORS 36
DUPLICATION_NUMBER_OF_DUPLICATES 6,044
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 53
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 5,643
DUPLICATION_NUMBER_OF_CLEANED_LINES 15,629
DUPLICATION_PERCENTAGE 36.11
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_GENAI_ON_VERTEX_AI 5,162
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_GENAI_ON_VERTEX_AI 5,162
DUPLICATION_PERCENTAGE_PRIMARY_GENAI_ON_VERTEX_AI 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_AI_INFRASTRUCTURE 481
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_AI_INFRASTRUCTURE 481
DUPLICATION_PERCENTAGE_PRIMARY_AI_INFRASTRUCTURE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_IPYNB 5,014
DUPLICATION_NUMBER_OF_CLEANED_LINES_IPYNB 11,211
DUPLICATION_PERCENTAGE_IPYNB 44.72
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_TF 429
DUPLICATION_NUMBER_OF_CLEANED_LINES_TF 1,947
DUPLICATION_PERCENTAGE_TF 22.03
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 77
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 1,058
DUPLICATION_PERCENTAGE_PY 7.28
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_YAML 65
DUPLICATION_NUMBER_OF_CLEANED_LINES_YAML 1,136
DUPLICATION_PERCENTAGE_YAML 5.72
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_TPL 26
DUPLICATION_NUMBER_OF_CLEANED_LINES_TPL 41
DUPLICATION_PERCENTAGE_TPL 63.41
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_JSONL 32
DUPLICATION_NUMBER_OF_CLEANED_LINES_JSONL 96
DUPLICATION_PERCENTAGE_JSONL 33.33
TOTAL_ANALYSIS_TIME_IN_MILLIS 1,757