anthropics / anthropic-cookbook
Metrics

All numeric values measured by Sokrates.

Intro
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 216
NUMBER_OF_FILES_MAIN 46
LINES_OF_CODE_MAIN 10,852
NUMBER_OF_FILES_MAIN_EXT_IPYNB 20
LINES_OF_CODE_MAIN_EXT_IPYNB 9,410
NUMBER_OF_FILES_MAIN_EXT_PY 19
LINES_OF_CODE_MAIN_EXT_PY 955
NUMBER_OF_FILES_MAIN_EXT_YAML 6
LINES_OF_CODE_MAIN_EXT_YAML 348
NUMBER_OF_FILES_MAIN_EXT_PKL 1
LINES_OF_CODE_MAIN_EXT_PKL 139
NUMBER_OF_FILES_TEST 8
LINES_OF_CODE_TEST 147
NUMBER_OF_FILES_TEST_EXT_PY 8
LINES_OF_CODE_TEST_EXT_PY 147
TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE 1.35
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 36
LINES_OF_CODE_OTHER 1,872
NUMBER_OF_FILES_OTHER_EXT_JSON 4
LINES_OF_CODE_OTHER_EXT_JSON 918
NUMBER_OF_FILES_OTHER_EXT_TXT 20
LINES_OF_CODE_OTHER_EXT_TXT 700
NUMBER_OF_FILES_OTHER_EXT_MD 12
LINES_OF_CODE_OTHER_EXT_MD 254
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXTENDED_THINKING 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXTENDED_THINKING 862
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_EXTENDED_THINKING_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_EXTENDED_THINKING_EXT_IPYNB 862
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_MISC 10
LINES_OF_CODE_DECOMPOSITION_PRIMARY_MISC 4,637
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_MISC_EXT_IPYNB 10
LINES_OF_CODE_DECOMPOSITION_PRIMARY_MISC_EXT_IPYNB 4,637
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PATTERNS 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PATTERNS 1,413
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PATTERNS_EXT_IPYNB 3
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PATTERNS_EXT_IPYNB 1,395
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PATTERNS_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PATTERNS_EXT_PY 18
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SKILLS 25
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SKILLS 1,424
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SKILLS_EXT_PY 18
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SKILLS_EXT_PY 937
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SKILLS_EXT_YAML 6
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SKILLS_EXT_YAML 348
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_SKILLS_EXT_PKL 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_SKILLS_EXT_PKL 139
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_MULTIMODAL 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_MULTIMODAL 502
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_MULTIMODAL_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_MULTIMODAL_EXT_IPYNB 502
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TOOL_USE 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TOOL_USE 1,750
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TOOL_USE_EXT_IPYNB 4
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TOOL_USE_EXT_IPYNB 1,750
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FINETUNING 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FINETUNING 264
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_FINETUNING_EXT_IPYNB 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_FINETUNING_EXT_IPYNB 264
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 46
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 10,852
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 20
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_IPYNB 9,410
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 19
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 955
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 6
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_YAML 348
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PKL 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PKL 139
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 22
LOW_RISK_FILE_SIZE_COUNT 5
MEDIUM_RISK_FILE_SIZE_COUNT 11
HIGH_RISK_FILE_SIZE_COUNT 8
VERY_HIGH_RISK_FILE_SIZE_COUNT 0
NEGLIGIBLE_RISK_FILE_SIZE_LOC 884
LOW_RISK_FILE_SIZE_LOC 708
MEDIUM_RISK_FILE_SIZE_LOC 3,610
HIGH_RISK_FILE_SIZE_LOC 5,650
VERY_HIGH_RISK_FILE_SIZE_LOC 0
NUMBER_OF_UNITS 64
LINES_OF_CODE_IN_UNITS 835
LINES_OF_CODE_OUTSIDE_UNITS 10,017
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 240
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 28.74
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 39
UNIT_SIZE_LOW_RISK_LOC 196
UNIT_SIZE_LOW_RISK_PERCENTAGE 23.47
UNIT_SIZE_LOW_RISK_COUNT 14
UNIT_SIZE_MEDIUM_RISK_LOC 306
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 36.65
UNIT_SIZE_MEDIUM_RISK_COUNT 10
UNIT_SIZE_HIGH_RISK_LOC 93
UNIT_SIZE_HIGH_RISK_PERCENTAGE 11.14
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_PATTERNS_NEGLIGIBLE_RISK_LOC 3
UNIT_SIZE_COMPONENT_PATTERNS_NEGLIGIBLE_RISK_PERCENTAGE 21.43
UNIT_SIZE_COMPONENT_PATTERNS_NEGLIGIBLE_RISK_COUNT 1
UNIT_SIZE_COMPONENT_PATTERNS_LOW_RISK_LOC 11
UNIT_SIZE_COMPONENT_PATTERNS_LOW_RISK_PERCENTAGE 78.57
UNIT_SIZE_COMPONENT_PATTERNS_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_PATTERNS_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_PATTERNS_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PATTERNS_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PATTERNS_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PATTERNS_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PATTERNS_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_PATTERNS_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_PATTERNS_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_PATTERNS_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_SKILLS_NEGLIGIBLE_RISK_LOC 237
UNIT_SIZE_COMPONENT_SKILLS_NEGLIGIBLE_RISK_PERCENTAGE 28.87
UNIT_SIZE_COMPONENT_SKILLS_NEGLIGIBLE_RISK_COUNT 38
UNIT_SIZE_COMPONENT_SKILLS_LOW_RISK_LOC 185
UNIT_SIZE_COMPONENT_SKILLS_LOW_RISK_PERCENTAGE 22.53
UNIT_SIZE_COMPONENT_SKILLS_LOW_RISK_COUNT 13
UNIT_SIZE_COMPONENT_SKILLS_MEDIUM_RISK_LOC 306
UNIT_SIZE_COMPONENT_SKILLS_MEDIUM_RISK_PERCENTAGE 37.27
UNIT_SIZE_COMPONENT_SKILLS_MEDIUM_RISK_COUNT 10
UNIT_SIZE_COMPONENT_SKILLS_HIGH_RISK_LOC 93
UNIT_SIZE_COMPONENT_SKILLS_HIGH_RISK_PERCENTAGE 11.33
UNIT_SIZE_COMPONENT_SKILLS_HIGH_RISK_COUNT 1
UNIT_SIZE_COMPONENT_SKILLS_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_SKILLS_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_SKILLS_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 240
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 28.74
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 39
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 196
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 23.47
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 14
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 306
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 36.65
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 10
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 93
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 11.14
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 586
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 70.18
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 55
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 185
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 22.16
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 7
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 64
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 7.66
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_PATTERNS_NEGLIGIBLE_RISK_LOC 14
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_NEGLIGIBLE_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PATTERNS_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_NEGLIGIBLE_RISK_LOC 572
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_NEGLIGIBLE_RISK_PERCENTAGE 69.67
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_NEGLIGIBLE_RISK_COUNT 53
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_LOW_RISK_LOC 185
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_LOW_RISK_PERCENTAGE 22.53
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_LOW_RISK_COUNT 7
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_MEDIUM_RISK_LOC 64
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_MEDIUM_RISK_PERCENTAGE 7.8
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_MEDIUM_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_SKILLS_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 586
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 70.18
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 55
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 185
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 22.16
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 7
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 64
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 7.66
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 639
FILE_CHANGE_HISTORY_ACTIVE_DAYS 92
FILE_CHANGE_HISTORY_WEEKS 91
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 455
FILE_AGE_NEGLIGIBLE_RISK_COUNT 1
FILE_AGE_LOW_RISK_COUNT 2
FILE_AGE_MEDIUM_RISK_COUNT 5
FILE_AGE_HIGH_RISK_COUNT 34
FILE_AGE_VERY_HIGH_RISK_COUNT 4
FILE_AGE_NEGLIGIBLE_RISK_LOC 806
FILE_AGE_LOW_RISK_LOC 1,212
FILE_AGE_MEDIUM_RISK_LOC 2,059
FILE_AGE_HIGH_RISK_LOC 5,434
FILE_AGE_VERY_HIGH_RISK_LOC 1,341
NUMBER_OF_CONTRIBUTORS 44
DUPLICATION_NUMBER_OF_DUPLICATES 7,348
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 31
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 3,887
DUPLICATION_NUMBER_OF_CLEANED_LINES 10,787
DUPLICATION_PERCENTAGE 36.03
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_TOOL_USE 716
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_TOOL_USE 716
DUPLICATION_PERCENTAGE_PRIMARY_TOOL_USE 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_MISC 1,827
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_MISC 1,827
DUPLICATION_PERCENTAGE_PRIMARY_MISC 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_EXTENDED_THINKING 358
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_EXTENDED_THINKING 358
DUPLICATION_PERCENTAGE_PRIMARY_EXTENDED_THINKING 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_SKILLS 497
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_SKILLS 497
DUPLICATION_PERCENTAGE_PRIMARY_SKILLS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_FINETUNING 147
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_FINETUNING 147
DUPLICATION_PERCENTAGE_PRIMARY_FINETUNING 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_PATTERNS 210
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_PATTERNS 210
DUPLICATION_PERCENTAGE_PRIMARY_PATTERNS 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_MULTIMODAL 132
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_MULTIMODAL 132
DUPLICATION_PERCENTAGE_PRIMARY_MULTIMODAL 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_IPYNB 3,390
DUPLICATION_NUMBER_OF_CLEANED_LINES_IPYNB 9,410
DUPLICATION_PERCENTAGE_IPYNB 36.03
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 320
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 890
DUPLICATION_PERCENTAGE_PY 35.96
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_YAML 177
DUPLICATION_NUMBER_OF_CLEANED_LINES_YAML 348
DUPLICATION_PERCENTAGE_YAML 50.86
TOTAL_ANALYSIS_TIME_IN_MILLIS 1,400