id: 1
unit: def clean_dataset()
file: community-efforts/image_preferences/02_image_prefernces_cleaned_filtered_sfw.py
start line: 0
end line: 0
size: 67 LOC
McCabe index: 20
number of parameters: 1

id: 2
unit: def main()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 52 LOC
McCabe index: 2
number of parameters: 0

id: 3
unit: def project_sidebar()
file: cookbook-efforts/domain-specific-datasets/project_app/utils.py
start line: 0
end line: 0
size: 36 LOC
McCabe index: 5
number of parameters: 0

id: 4
unit: def process()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 6
number of parameters: 2

id: 5
unit: def process()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 6
number of parameters: 2

id: 6
unit: def donut_chart_total()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 4
number of parameters: 0

id: 7
unit: def process()
file: cookbook-efforts/dpo-orpo-preference/custom_preference_to_argilla.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 5
number of parameters: 2

id: 8
unit: def create_readme()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 9
number of parameters: 3

id: 9
unit: def load_images()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 4
number of parameters: 1

id: 10
unit: def load()
file: cookbook-efforts/dpo-orpo-preference/custom_preference_to_argilla.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 5
number of parameters: 1

id: 11
unit: def language_predict()
file: cookbook-efforts/dpo-orpo-preference/aya_dpo_gen.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 4
number of parameters: 1

id: 12
unit: def query()
file: cookbook-efforts/domain-specific-datasets/project_app/infer.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 2

id: 13
unit: def CategorySelector()
file: community-efforts/image_preferences/01_synthetic_data_generation_prompts.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 14
unit: def CategorySelector()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 15
unit: def setup_dataset_on_hub()
file: cookbook-efforts/domain-specific-datasets/parent_app/hub.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 2

id: 16
unit: def fetch_data()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 0

id: 17
unit: def format_input()
file: cookbook-efforts/domain-specific-datasets/distilabel_pipelines/domain_expert_pipeline.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 3

id: 18
unit: def remove_existing_dataset()
file: cookbook-efforts/dpo-orpo-preference/aya_dpo_gen.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 1

id: 19
unit: def kpi_chart_remaining()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 20
unit: def kpi_chart_submitted()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 21
unit: def kpi_chart_total_annotators()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 22
unit: def load_mistral()
file: cookbook-efforts/kto-preference/preference_gen.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 23
unit: def load_llama2()
file: cookbook-efforts/kto-preference/preference_gen.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 24
unit: def duplicate_space_on_hub()
file: cookbook-efforts/domain-specific-datasets/parent_app/hub.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 25
unit: def obtain_top_users()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 26
unit: def setup_dataset_on_hub()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 27
unit: def push_dataset_to_hub()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 28
unit: def push_argilla_dataset_to_hub()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 29
unit: def restart()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 30
unit: def create_seed_terms()
file: cookbook-efforts/domain-specific-datasets/project_app/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 31
unit: def add_project_config_to_space_repo()
file: cookbook-efforts/domain-specific-datasets/parent_app/hub.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 32
unit: def pull_seed_data_from_repo()
file: cookbook-efforts/domain-specific-datasets/parent_app/hub.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 33
unit: def push_pipeline_to_hub()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def pull_seed_data_from_repo()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 35
unit: def push_pipeline_params()
file: cookbook-efforts/domain-specific-datasets/project_app/hub.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 36
unit: def create_argilla_dataset()
file: cookbook-efforts/domain-specific-datasets/distilabel_pipelines/domain_expert_pipeline.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 37
unit: def format_input()
file: cookbook-efforts/dpo-orpo-preference/aya_dpo_gen.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 38
unit: def obtain_source_target_datasets()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 39
unit: def prepare_data()
file: cookbook-efforts/kto-preference/preference_gen.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 40
unit: def render_hub_user_link()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 41
unit: def open_markdown_file()
file: cookbook-efforts/domain-specific-datasets/parent_app/pages/🧑‍🌾 Domain Data Grower.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 42
unit: def inputs()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 43
unit: def outputs()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 44
unit: def format_input()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 45
unit: def format_output()
file: community-efforts/image_preferences/01_synthetic_data_generation_total.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 46
unit: def inputs()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 47
unit: def outputs()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 48
unit: def format_input()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 49
unit: def format_output()
file: community-efforts/image_preferences/01_synthetic_data_generation_images.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 50
unit: def get_user_annotations_dictionary()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 51
unit: def get_top()
file: community-efforts/prompt_translation/dashboard_template/app.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 52
unit: def create_application_instruction()
file: cookbook-efforts/domain-specific-datasets/project_app/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 53
unit: def _rating_rationale_pairs()
file: cookbook-efforts/dpo-orpo-preference/custom_preference_to_argilla.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 54
unit: def CombineAyaAndModelResponse()
file: cookbook-efforts/dpo-orpo-preference/aya_dpo_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0