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number of parameters: 1

id: 2
unit: def set_up()
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McCabe index: 12
number of parameters: 1

id: 3
unit: def main()
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id: 4
unit: def main()
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number of parameters: 1

id: 5
unit: def parse_nccl_result()
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size: 38 LOC
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number of parameters: 1

id: 6
unit: def clean_up()
file: cli/gke_check.py
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number of parameters: 1

id: 7
unit: def convert_output_to_proto()
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number of parameters: 1

id: 8
unit: def run_dcgm_diag()
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id: 9
unit: def determine_test_iterations()
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id: 10
unit: def _get_gcloud_config_value()
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number of parameters: 1

id: 11
unit: def run_health_app()
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number of parameters: 1

id: 12
unit: def run_reboot_required_check()
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id: 13
unit: def _get_occupied_nodes()
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number of parameters: 1

id: 14
unit: def is_bad_node_from_proto()
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id: 15
unit: def _get_workload_containers_on_node()
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number of parameters: 1

id: 16
unit: def get_created_jobs()
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id: 17
unit: def _parse_nccl_plugin_version()
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id: 18
unit: def generate_index_pairs()
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number of parameters: 1

id: 19
unit: def setup_sleep_and_timeout()
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number of parameters: 0

id: 20
unit: def main()
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unit: def ensure_env_variables()
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unit: def main()
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id: 23
unit: def ensure_env_variables()
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id: 24
unit: def run_tinymax_test()
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id: 25
unit: def __init__()
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id: 26
unit: def _get_slurm_run_command()
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number of parameters: 1

id: 27
unit: def _expand_slurm_node_pattern()
file: cli/slurm_check.py
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McCabe index: 1
number of parameters: 1

id: 28
unit: def _create_a3plus_debian_config()
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McCabe index: 1
number of parameters: 0

id: 29
unit: def get_config()
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McCabe index: 6
number of parameters: 1

id: 30
unit: def _get_values_file()
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McCabe index: 2
number of parameters: 1

id: 31
unit: def _run_cmd_async()
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McCabe index: 2
number of parameters: 2

id: 32
unit: def _run_cmd()
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number of parameters: 2

id: 33
unit: def _create_a3_config()
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size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def _create_a3plus_config()
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size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 35
unit: def _create_a3ultra_config()
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size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 36
unit: def _create_a4_config()
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McCabe index: 1
number of parameters: 0

id: 37
unit: def get_throughput()
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McCabe index: 5
number of parameters: 2

id: 38
unit: def main()
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McCabe index: 2
number of parameters: 0

id: 39
unit: def main()
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McCabe index: 4
number of parameters: 0

id: 40
unit: def has_gpu_resources()
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McCabe index: 10
number of parameters: 1

id: 41
unit: def _render_table()
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McCabe index: 8
number of parameters: 2

id: 42
unit: def update_check_logs()
file: cli/gke_check.py
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McCabe index: 5
number of parameters: 2

id: 43
unit: def _get_workload_container_on_node()
file: cli/configcheck.py
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McCabe index: 3
number of parameters: 1

id: 44
unit: def cli()
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McCabe index: 1
number of parameters: 0

id: 45
unit: def _get_partition_for_machine()
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McCabe index: 1
number of parameters: 1

id: 46
unit: def _status()
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McCabe index: 1
number of parameters: 1

id: 47
unit: def main()
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McCabe index: 1
number of parameters: 0

id: 48
unit: def get_host_to_ips()
file: src/neper_healthcheck/neper_runner.py
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McCabe index: 3
number of parameters: 0

id: 49
unit: def get_ip_addresses()
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McCabe index: 3
number of parameters: 1

id: 50
unit: def get_host_name()
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McCabe index: 3
number of parameters: 1

id: 51
unit: def _node_names_passing_filters()
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McCabe index: 6
number of parameters: 1

id: 52
unit: def __init__()
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McCabe index: 1
number of parameters: 0

id: 53
unit: def _do_microbatch_comm()
file: src/straggler_healthcheck/pp_benchmark.py
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McCabe index: 1
number of parameters: 0

id: 54
unit: def run_pp_benchmark()
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McCabe index: 1
number of parameters: 0

id: 55
unit: def get_check_pod()
file: cli/straggler_check.py
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McCabe index: 4
number of parameters: 1

id: 56
unit: def _check()
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McCabe index: 1
number of parameters: 3

id: 57
unit: def __init__()
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McCabe index: 1
number of parameters: 0

id: 58
unit: def _fetch_node_configs()
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McCabe index: 1
number of parameters: 0

id: 59
unit: def __init__()
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McCabe index: 1
number of parameters: 8

id: 60
unit: def _parse_nccl_configs()
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McCabe index: 2
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id: 61
unit: def __init__()
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id: 62
unit: def get_node_list()
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McCabe index: 2
number of parameters: 0

id: 63
unit: def ensure_env_variables()
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McCabe index: 3
number of parameters: 0

id: 64
unit: def taint_node()
file: src/tinymax_healthcheck/tinymax_runner.py
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McCabe index: 3
number of parameters: 0

id: 65
unit: def _get_nodes()
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McCabe index: 5
number of parameters: 2

id: 66
unit: def _get_nodes_with_machine_type()
file: cli/gke_check.py
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McCabe index: 2
number of parameters: 1

id: 67
unit: def _get_k8s_nodes()
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McCabe index: 2
number of parameters: 1

id: 68
unit: def _get_diff_matrix()
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McCabe index: 3
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id: 69
unit: def _parse_driver_version()
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McCabe index: 3
number of parameters: 2

id: 70
unit: def generate_helm_command()
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McCabe index: 1
number of parameters: 0

id: 71
unit: def check_cluster_status()
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id: 72
unit: def parse_args()
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McCabe index: 2
number of parameters: 0

id: 73
unit: def _get_helm_env_vars()
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McCabe index: 3
number of parameters: 1

id: 74
unit: def deploy_health_runner()
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McCabe index: 1
number of parameters: 0

id: 75
unit: def apply_namespace_resolution()
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size: 7 LOC
McCabe index: 2
number of parameters: 0

id: 76
unit: def generate_dcgm_command()
file: src/gpu_healthcheck/gpu_healthcheck.py
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size: 7 LOC
McCabe index: 3
number of parameters: 0

id: 77
unit: def configure_ssh()
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McCabe index: 1
number of parameters: 0

id: 78
unit: def timeout_check()
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McCabe index: 2
number of parameters: 2

id: 79
unit: def add_healthcheck_time_label()
file: src/neper_healthcheck/neper_runner.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 80
unit: def apply_fail_label()
file: src/neper_healthcheck/neper_runner.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 81
unit: def create_helm_release()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 82
unit: def install_helm_release()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 83
unit: def label_node()
file: src/tinymax_healthcheck/tinymax_runner.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 84
unit: def _schedule_transfers()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 85
unit: def preprocess_experiment_data()
file: src/straggler_healthcheck/pp_benchmark_analysis.py
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McCabe index: 1
number of parameters: 0

id: 86
unit: def __init__()
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McCabe index: 1
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id: 87
unit: def get_check_for_orchestrator()
file: cli/nccl_check.py
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McCabe index: 1
number of parameters: 0

id: 88
unit: def __init__()
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McCabe index: 1
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id: 89
unit: def __init__()
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McCabe index: 1
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id: 90
unit: def __init__()
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McCabe index: 1
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id: 91
unit: def get_check_for_orchestrator()
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McCabe index: 1
number of parameters: 0

id: 92
unit: def __init__()
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McCabe index: 1
number of parameters: 0

id: 93
unit: def _generate_helm_command()
file: cli/launch_helm.py
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McCabe index: 1
number of parameters: 0

id: 94
unit: def __init__()
file: cli/neper_check.py
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McCabe index: 1
number of parameters: 0

id: 95
unit: def cluster_diag()
file: cli/cluster_diag.py
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McCabe index: 2
number of parameters: 2

id: 96
unit: def __init__()
file: cli/local_dependency_version_parser.py
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McCabe index: 1
number of parameters: 0

id: 97
unit: def cli()
file: cli/healthscan.py
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McCabe index: 1
number of parameters: 0

id: 98
unit: def taint_node()
file: src/gpu_healthcheck/gpu_healthcheck.py
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McCabe index: 2
number of parameters: 4

id: 99
unit: def taint_node()
file: src/neper_healthcheck/neper_runner.py
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size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 100
unit: def post_run_cleanup()
file: src/health_runner/health_runner.py
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size: 6 LOC
McCabe index: 3
number of parameters: 0

id: 101
unit: def log_results()
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McCabe index: 1
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id: 102
unit: def add_label()
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McCabe index: 1
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id: 103
unit: def wait_till_jobs_complete()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 104
unit: def plot_straggler_heatmap()
file: src/straggler_healthcheck/pp_benchmark_analysis.py
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McCabe index: 1
number of parameters: 6

id: 105
unit: def get_check_for_orchestrator()
file: cli/tinymax_check.py
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id: 106
unit: def __init__()
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id: 107
unit: def get_check_for_orchestrator()
file: cli/straggler_check.py
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McCabe index: 1
number of parameters: 0

id: 108
unit: def clean_up()
file: cli/straggler_check.py
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McCabe index: 3
number of parameters: 1

id: 109
unit: def __init__()
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McCabe index: 1
number of parameters: 0

id: 110
unit: def to_csv()
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id: 111
unit: def to_csv()
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McCabe index: 2
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id: 112
unit: def get_check_for_orchestrator()
file: cli/neper_check.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 113
unit: def process_test_result()
file: src/nccl_healthcheck/nccl_startup.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 114
unit: def mark_failed_node()
file: src/nccl_healthcheck/nccl_startup.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 115
unit: def taint_node()
file: src/nccl_healthcheck/nccl_startup.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 116
unit: def cleanup_delete_temp_files()
file: src/neper_healthcheck/neper_runner.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 117
unit: def remove_node_taint()
file: src/neper_healthcheck/neper_runner.py
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size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 118
unit: def health_check_with_node_pairs()
file: src/health_runner/nccl_runner.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 119
unit: def run_nccl_random_pair_healthcheck()
file: src/health_runner/nccl_runner.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 120
unit: def run_intra_rack_healthcheck()
file: src/health_runner/nccl_runner.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 121
unit: def run_inter_rack_healthcheck()
file: src/health_runner/nccl_runner.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 122
unit: def run_inter_cluster_healthcheck()
file: src/health_runner/nccl_runner.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 123
unit: def determine_failed_components()
file: src/health_runner/nccl_runner.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 124
unit: def timeout_handler()
file: src/health_runner/health_runner.py
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McCabe index: 1
number of parameters: 2

id: 125
unit: def __post_init__()
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McCabe index: 4
number of parameters: 1

id: 126
unit: def create_job_k8s()
file: src/checker_common.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 127
unit: def record_barrier_time()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 128
unit: def save_results()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 129
unit: def _extract_send_recv_durations_for_experiment()
file: src/straggler_healthcheck/pp_benchmark_analysis.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 130
unit: def list_nodes()
file: tests.py
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id: 132
unit: def _predicate_value_table()
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id: 133
unit: def __init__()
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id: 134
unit: def _expand_slurm_nodes()
file: cli/slurm_check.py
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id: 135
unit: def _get_zone_from_k8s_topology_label()
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id: 136
unit: def setup_k8s_cluster()
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id: 137
unit: def _parse_generic_version()
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id: 138
unit: def get_dynamic_dependency_parsers()
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id: 139
unit: def _get_qualified_configurations()
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id: 140
unit: def configure_ssh()
file: src/nccl_healthcheck/nccl_startup.py
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id: 141
unit: def update_metrics()
file: src/nccl_healthcheck/nccl_startup.py
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id: 142
unit: def timeout_check()
file: src/nccl_healthcheck/nccl_startup.py
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id: 143
unit: def add_healthcheck_time_label()
file: src/nccl_healthcheck/nccl_startup.py
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size: 4 LOC
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id: 144
unit: def generate_nccl_health_results()
file: src/health_runner/nccl_runner.py
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id: 145
unit: def ensure_env_variables()
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id: 146
unit: def remove_label()
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id: 147
unit: def label_node()
file: src/checker_common.py
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id: 148
unit: def run_command()
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id: 149
unit: def job_succeeded()
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id: 150
unit: def create_job_k8s_helm()
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id: 151
unit: def run_healthcheck()
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id: 152
unit: def create_k8s_objects()
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id: 153
unit: def apply_yaml_file()
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id: 154
unit: def delete_jobs()
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id: 155
unit: def upload_results_to_gcs()
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id: 156
unit: def get_nodes_data()
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id: 157
unit: def _get_nodes_under_test()
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id: 158
unit: def __init__()
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id: 159
unit: def _identify_interesting_event_indices()
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id: 160
unit: def __init__()
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id: 161
unit: def __init__()
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id: 162
unit: def check_cluster_status_with_retry()
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id: 163
unit: def _log_nodes()
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id: 164
unit: def sigint_handler()
file: cli/gke_check.py
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id: 165
unit: def _get_pod_phase()
file: cli/gke_check.py
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id: 166
unit: def run()
file: cli/gke_check.py
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id: 167
unit: def sigint_handler()
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id: 168
unit: def run()
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id: 169
unit: def run()
file: cli/slurm_check.py
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McCabe index: 1
number of parameters: 0

id: 170
unit: def cleanup_k8s_cluster()
file: cli/launch_helm.py
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number of parameters: 0

id: 171
unit: def run_for_orchestrator()
file: cli/common.py
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number of parameters: 0

id: 172
unit: def get_check_for_orchestrator()
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number of parameters: 0

id: 173
unit: def run()
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id: 174
unit: def create_hostfile()
file: src/nccl_healthcheck/nccl_startup.py
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size: 3 LOC
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number of parameters: 0

id: 175
unit: def remove_node_taint()
file: src/nccl_healthcheck/nccl_startup.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 176
unit: def mark_node_bandwidth()
file: src/nccl_healthcheck/nccl_startup.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 177
unit: def remove_label()
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size: 3 LOC
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number of parameters: 2

id: 178
unit: def un_taint_node()
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id: 179
unit: def remove_label()
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number of parameters: 2

id: 180
unit: def timeout_handler()
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 181
unit: def get_nccl_test_results()
file: src/health_runner/nccl_runner.py
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McCabe index: 1
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id: 182
unit: def expand_template()
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McCabe index: 1
number of parameters: 0

id: 183
unit: def create_topology_to_nodes_mapping()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 184
unit: def sigterm_handler()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 2

id: 185
unit: def remove_label()
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McCabe index: 1
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id: 186
unit: def __call__()
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id: 187
unit: def _get_helm_releases()
file: cli/gke_check.py
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McCabe index: 1
number of parameters: 0

id: 188
unit: def _progress_bar_item_show()
file: cli/gke_check.py
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McCabe index: 1
number of parameters: 0

id: 189
unit: def _run_command()
file: cli/launch_helm.py
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McCabe index: 1
number of parameters: 0

id: 190
unit: def get_golden_configs()
file: cli/golden_config_parser.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 191
unit: def _parse_qualified_configuration()
file: cli/golden_config_parser.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 192
unit: def _filter_qualified_configurations_for_status()
file: cli/golden_config_parser.py
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size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 193
unit: def get_host_list()
file: src/nccl_healthcheck/nccl_startup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 194
unit: def run_nccl_test()
file: src/nccl_healthcheck/nccl_startup.py
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McCabe index: 1
number of parameters: 0

id: 195
unit: def compute_metrics()
file: src/nccl_healthcheck/nccl_startup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 196
unit: def get_host_name()
file: src/nccl_healthcheck/nccl_startup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 197
unit: def remove_nccl_labels()
file: src/nccl_healthcheck/nccl_startup.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 198
unit: def cleanup()
file: src/nccl_healthcheck/nccl_startup.py
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size: 2 LOC
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number of parameters: 0

id: 199
unit: def run_neper_test()
file: src/neper_healthcheck/neper_runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 200
unit: def process_test_result()
file: src/neper_healthcheck/neper_runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 201
unit: def run_nccl_healthcheck()
file: src/health_runner/nccl_runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 202
unit: def is_second_pass_enabled()
file: src/health_runner/nccl_runner.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 203
unit: def delete_yaml_file()
file: src/checker_common.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 204
unit: def get_capacity_topology()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 205
unit: def _get_node_data_v1()
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McCabe index: 1
number of parameters: 0

id: 206
unit: def _get_node_data_v2()
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McCabe index: 1
number of parameters: 0

id: 207
unit: def topology_key()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 208
unit: def generate_block_topology()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 209
unit: def generate_subblock_topology()
file: src/checker_common.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 210
unit: def parse_nccl_results()
file: src/checker_common.py
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McCabe index: 1
number of parameters: 0

id: 211
unit: def parse_env_mappings()
file: src/checker_common.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 212
unit: def _get_tensor_id()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 213
unit: def _get_depth()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
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number of parameters: 2

id: 214
unit: def _get_gpu_idx()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
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number of parameters: 3

id: 215
unit: def _get_next_rank()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
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number of parameters: 0

id: 216
unit: def _get_prev_rank()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
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number of parameters: 0

id: 217
unit: def _get_num_elements()
file: src/straggler_healthcheck/pp_benchmark.py
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size: 2 LOC
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number of parameters: 2

id: 218
unit: def time_ns()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 219
unit: def perf_counter_ns()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 220
unit: def record_microbatch_comm()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 221
unit: def get_results()
file: src/straggler_healthcheck/pp_benchmark_results_log.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 222
unit: def _read_pp_benchmark_data()
file: src/straggler_healthcheck/pp_benchmark_analysis.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 223
unit: def read_experiment_data()
file: src/straggler_healthcheck/pp_benchmark_analysis.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 224
unit: def __init__()
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McCabe index: 1
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id: 225
unit: def __call__()
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id: 226
unit: def __call__()
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id: 227
unit: def __call__()
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id: 228
unit: def parse_dict_args_to_predicates()
file: tests.py
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McCabe index: 1
number of parameters: 0

id: 229
unit: def _has_machine_type_on_cluster()
file: cli/gke_check.py
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number of parameters: 1

id: 230
unit: def get_check_pod()
file: cli/gke_check.py
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McCabe index: 1
number of parameters: 1

id: 231
unit: def _is_supported_machine_type()
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McCabe index: 1
number of parameters: 2

id: 232
unit: def _get_remote_exec_cmd()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 233
unit: def fetch_config()
file: cli/node_config_fetcher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 234
unit: def _format_cmd_for_logging()
file: cli/node_config_fetcher.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 235
unit: def _get_config_matrix()
file: cli/configcheck.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 236
unit: def parse_version()
file: cli/dependency_version_parser.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 237
unit: def _get_scp_cmd()
file: cli/local_dependency_version_parser.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 238
unit: def diff_configs()
file: cli/config_differ.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 239
unit: def set_up()
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McCabe index: 1
number of parameters: 1

id: 240
unit: def clean_up()
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McCabe index: 1
number of parameters: 1

id: 241
unit: def set_up()
file: cli/slurm_check.py
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McCabe index: 1
number of parameters: 1

id: 242
unit: def clean_up()
file: cli/slurm_check.py
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McCabe index: 1
number of parameters: 1

id: 243
unit: def set_up()
file: cli/status.py
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number of parameters: 1

id: 244
unit: def clean_up()
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number of parameters: 1