id: 1
unit: def _make_launch_docker_container_text()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 89 LOC
McCabe index: 17
number of parameters: 1

id: 2
unit: def _make_train_script_text()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 86 LOC
McCabe index: 25
number of parameters: 3

id: 3
unit: def main()
file: template/sm_jobs.py
start line: 0
end line: 0
size: 80 LOC
McCabe index: 22
number of parameters: 0

id: 4
unit: def generate_default_k8s_value_template()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 54 LOC
McCabe index: 24
number of parameters: 4

id: 5
unit: def preprocess_config()
file: main.py
start line: 0
end line: 0
size: 53 LOC
McCabe index: 17
number of parameters: 1

id: 6
unit: def run()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 51 LOC
McCabe index: 14
number of parameters: 1

id: 7
unit: def main()
file: main.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 11
number of parameters: 1

id: 8
unit: def _validate_volume_arguments()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 12
number of parameters: 1

id: 9
unit: def _make_container_mounts_string()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 10
number of parameters: 1

id: 10
unit: def _make_submission_file_text()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 2

id: 11
unit: def get_training_stage()
file: main.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 9
number of parameters: 1

id: 12
unit: def __init__()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 7
number of parameters: 5

id: 13
unit: def _validate_k8_custom_script_workflow_mandatory_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 4
number of parameters: 1

id: 14
unit: def update_stage_specific_k8s_values()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 5
number of parameters: 2

id: 15
unit: def _check_types()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 16
number of parameters: 3

id: 16
unit: def parse_args()
file: template/sm_jobs.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 0

id: 17
unit: def _make_custom_call_string()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 2

id: 18
unit: def _make_docker_exec_script_text()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 2

id: 19
unit: def _validate_pv_arguments()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 9
number of parameters: 1

id: 20
unit: def _make_train_script_file()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 1

id: 21
unit: def launch()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 2

id: 22
unit: def make_stage_command_groups()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 2

id: 23
unit: def create_sm_jobs_script()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 24
unit: def make_sm_jobs_command()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 1

id: 25
unit: def _make_cluster_parameters()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 2

id: 26
unit: def validate()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 13
number of parameters: 1

id: 27
unit: def get_instance_type()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 28
unit: def get_cluster_type()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 29
unit: def _copy_k8s_helm_chart()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 3

id: 30
unit: def get_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 31
unit: def _validate_namespace_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 32
unit: def validate_config()
file: validations_wrapper.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def set_multinode_envs()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 34
unit: def _cuda_visible_devices()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 35
unit: def _make_submission_file_text()
file: launcher/nemo/launchers.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 36
unit: def _is_valid_path()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 37
unit: def _is_positive_integer()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 38
unit: def __init__()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 39
unit: def get_env_vars()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 40
unit: def _make_custom_call_string()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 41
unit: def _use_local_repo()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 42
unit: def get_env_vars()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 43
unit: def get_script_args_str()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 5
number of parameters: 2

id: 44
unit: def start()
file: launcher/telemetry.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 45
unit: def _validate_pull_policy_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 46
unit: def _validate_restart_policy_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 47
unit: def _validate_clean_pod_policy_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 48
unit: def _entry_script_path()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 49
unit: def get_launchers()
file: launcher/nemo/launchers.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 50
unit: def _make_submission_file_text()
file: launcher/nemo/launchers.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 51
unit: def get_num_efa_devices()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 52
unit: def get_num_nodes()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 53
unit: def get_container_type()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 54
unit: def __init__()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 55
unit: def _make_torchrun_string()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 56
unit: def write_value_template()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 57
unit: def _copy_k8s_helm_helper_configs()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 58
unit: def update_stage_specific_k8s_values()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 59
unit: def _validate_cluster_type_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 60
unit: def _get_base_omega_conf_container()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 61
unit: def _entry_script_path()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def get_ntasks_per_node()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 63
unit: def save_stage_hydra_config()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 64
unit: def insert_git_token()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 65
unit: def _validate_all_mandatory_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 66
unit: def _validate_git_url()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 67
unit: def _is_list_of_dicts()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 5
number of parameters: 1

id: 68
unit: def _is_list_of_strings()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 5
number of parameters: 1

id: 69
unit: def _is_list_of_paths()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 5
number of parameters: 1

id: 70
unit: def _is_dict()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 71
unit: def valid_run_name()
file: main.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 72
unit: def _entry_script_path()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 73
unit: def update_stage_specific_k8s_values()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 74
unit: def _submit_command()
file: launcher/nemo/launchers.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 75
unit: def convert_dict_to_command_line_args()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 76
unit: def _get_hostfile_location()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 77
unit: def get_script_args_str()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 78
unit: def _copy_k8s_helm_chart()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 79
unit: def update_stage_specific_k8s_values()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 80
unit: def get_account_id()
file: launcher/telemetry.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 81
unit: def publish_cw_log()
file: launcher/telemetry.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 82
unit: def validate()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 83
unit: def get_num_accelerator_devices()
file: launcher/accelerator_devices.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 84
unit: def get_num_cores_per_accelerator()
file: launcher/accelerator_devices.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 85
unit: def setup_stage_vars()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 86
unit: def __init__()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 87
unit: def __init__()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 88
unit: def _validate_mandatory_argument()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 89
unit: def _default_repo()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 90
unit: def get_stage_config_choice()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 91
unit: def _nemo_code_path()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 92
unit: def _default_repo()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 93
unit: def _default_branch()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 94
unit: def _default_repo()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 95
unit: def _default_branch()
file: launcher/nemo/recipe_stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 96
unit: def train_script_file()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 97
unit: def launch_docker_container_file()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 98
unit: def docker_exec_script_file()
file: launcher/nemo/slurm_launcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 99
unit: def allow_rdma()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 100
unit: def _default_repo()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 101
unit: def _default_branch()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 102
unit: def _make_nemo_path_command()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 103
unit: def _make_k8s_spec_file()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 104
unit: def _entry_script_path()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 105
unit: def _set_ln_sm_margin()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 106
unit: def _skip_ag_overlap()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 107
unit: def _cuda_visible_devices()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 108
unit: def __init__()
file: launcher/telemetry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 109
unit: def __init__()
file: launcher/config_validator/value_validator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 110
unit: def __init__()
file: launcher/config_validator/type_validator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 111
unit: def make_stage_command_groups()
file: launcher/nemo/stages.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2