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unit: def get_cloudwatch_dashboard_json_for_experiment_id()
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unit: def evaluate_model()
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number of parameters: 4

id: 3
unit: def deploy_model()
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end line: 0
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McCabe index: 32
number of parameters: 4

id: 4
unit: def train_next_model()
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end line: 0
size: 87 LOC
McCabe index: 25
number of parameters: 4

id: 5
unit: def initialize_first_model()
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end line: 0
size: 83 LOC
McCabe index: 21
number of parameters: 3

id: 6
unit: def _update_experiment_db_hosting_workflow_metadata()
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end line: 0
size: 79 LOC
McCabe index: 19
number of parameters: 2

id: 7
unit: def join()
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number of parameters: 5

id: 8
unit: def _update_experiment_db_training_workflow_metadata()
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end line: 0
size: 70 LOC
McCabe index: 15
number of parameters: 2

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unit: def sync_experiment_state_with_ddb()
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end line: 0
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McCabe index: 20
number of parameters: 1

id: 10
unit: def _update_model_table_evaluation_states()
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end line: 0
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unit: def _usable_shared_cf_stack_exists()
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number of parameters: 1

id: 12
unit: def run()
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id: 13
unit: def _update_model_in_endpoint()
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end line: 0
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McCabe index: 8
number of parameters: 4

id: 14
unit: public void SaveLog()
file: RollerBall/Assets/RollerAgent.cs
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end line: 192
size: 51 LOC
McCabe index: 6
number of parameters: 1

id: 15
unit: def _update_model_table_training_states()
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end line: 0
size: 47 LOC
McCabe index: 11
number of parameters: 1

id: 16
unit: def ingest_joined_data()
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end line: 0
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number of parameters: 3

id: 17
unit: def set_up_checkpoint()
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id: 18
unit: def _build_mpi_command()
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McCabe index: 8
number of parameters: 1

id: 19
unit: def start_dummy_join()
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number of parameters: 3

id: 20
unit: def get_eval_score()
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McCabe index: 10
number of parameters: 3

id: 21
unit: def ray_init_config()
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id: 22
unit: def _create_new_cloudformation_stack()
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number of parameters: 1

id: 23
unit: def __init__()
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number of parameters: 2

id: 24
unit: def start_join()
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end line: 0
size: 35 LOC
McCabe index: 2
number of parameters: 3

id: 25
unit: def _setup_hosting_endpoint()
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end line: 0
size: 34 LOC
McCabe index: 5
number of parameters: 4

id: 26
unit: def _upload_data_buffer_as_joined_data_format()
file: common/sagemaker_rl/orchestrator/workflow/manager/join_manager.py
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end line: 0
size: 34 LOC
McCabe index: 4
number of parameters: 4

id: 27
unit: def _create_s3_bucket_if_not_exist()
file: common/sagemaker_rl/orchestrator/resource_manager.py
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end line: 0
size: 34 LOC
McCabe index: 8
number of parameters: 2

id: 28
unit: public override void OnActionReceived()
file: RollerBall/Assets/RollerAgent.cs
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end line: 113
size: 32 LOC
McCabe index: 8
number of parameters: 1

id: 29
unit: def __init__()
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size: 32 LOC
McCabe index: 6
number of parameters: 2

id: 30
unit: def _update_metrics_from_latest_eval_job()
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end line: 0
size: 32 LOC
McCabe index: 10
number of parameters: 2

id: 31
unit: def _create_athena_s3_bucket_if_not_exist()
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end line: 0
size: 32 LOC
McCabe index: 8
number of parameters: 1

id: 32
unit: def get_config_args()
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size: 31 LOC
McCabe index: 11
number of parameters: 2

id: 33
unit: def _get_rl_estimator_args()
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end line: 0
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McCabe index: 5
number of parameters: 2

id: 34
unit: def copy_checkpoints_to_model_output()
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size: 31 LOC
McCabe index: 13
number of parameters: 1

id: 35
unit: def get_execution_role()
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size: 30 LOC
McCabe index: 4
number of parameters: 3

id: 36
unit: def _update_experiment_db_evaluation_workflow_metadata()
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end line: 0
size: 30 LOC
McCabe index: 8
number of parameters: 2

id: 37
unit: def get_experiment_config()
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size: 29 LOC
McCabe index: 1
number of parameters: 1

id: 38
unit: def export_tf_serving()
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size: 28 LOC
McCabe index: 2
number of parameters: 2

id: 39
unit: def create_parser()
file: src/evaluate-unity.py
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size: 26 LOC
McCabe index: 1
number of parameters: 1

id: 40
unit: def _save_tf_model()
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end line: 0
size: 26 LOC
McCabe index: 2
number of parameters: 1

id: 41
unit: def ingest_rewards()
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end line: 0
size: 26 LOC
McCabe index: 3
number of parameters: 2

id: 42
unit: def _get_cloudformation_parameters_for_db()
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end line: 0
size: 26 LOC
McCabe index: 2
number of parameters: 1

id: 43
unit: def emit_cloudwatch_metrics_for_training_and_hosting()
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end line: 0
size: 25 LOC
McCabe index: 7
number of parameters: 1

id: 44
unit: def _update_join_table_states()
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end line: 0
size: 25 LOC
McCabe index: 11
number of parameters: 2

id: 45
unit: def _get_cf_output_by_key()
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end line: 0
size: 25 LOC
McCabe index: 4
number of parameters: 2

id: 46
unit: def wait_for_signals()
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end line: 0
size: 24 LOC
McCabe index: 7
number of parameters: 4

id: 47
unit: def _update_experiment_db_joining_workflow_metadata()
file: common/sagemaker_rl/orchestrator/workflow/manager/experiment_manager.py
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size: 24 LOC
McCabe index: 8
number of parameters: 2

id: 48
unit: def _add_time_partitions()
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end line: 0
size: 24 LOC
McCabe index: 4
number of parameters: 3

id: 49
unit: def wait_query_to_finish()
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McCabe index: 7
number of parameters: 2

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

id: 51
unit: def sagemaker_argparser()
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McCabe index: 2
number of parameters: 1

id: 52
unit: def _check_if_model_ready()
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size: 23 LOC
McCabe index: 6
number of parameters: 2

id: 53
unit: def load_from_ddb_record()
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size: 23 LOC
McCabe index: 3
number of parameters: 2

id: 54
unit: def _wait_for_active_firehose()
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end line: 0
size: 23 LOC
McCabe index: 5
number of parameters: 2

id: 55
unit: def update_join_job_state()
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size: 22 LOC
McCabe index: 4
number of parameters: 1

id: 56
unit: def __init__()
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number of parameters: 0

id: 57
unit: def __init__()
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McCabe index: 2
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id: 58
unit: def create_shared_resource_if_not_exist()
file: common/sagemaker_rl/orchestrator/resource_manager.py
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end line: 0
size: 22 LOC
McCabe index: 2
number of parameters: 1

id: 59
unit: public void ResetObstacles()
file: RollerBall/Assets/ObstacleManager.cs
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end line: 58
size: 21 LOC
McCabe index: 5
number of parameters: 0

id: 60
unit: def get_ip_from_host()
file: common/sagemaker_rl/docker_utils.py
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end line: 0
size: 21 LOC
McCabe index: 7
number of parameters: 2

id: 61
unit: def to_ddb_record()
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size: 21 LOC
McCabe index: 3
number of parameters: 1

id: 62
unit: def to_ddb_record()
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size: 21 LOC
McCabe index: 1
number of parameters: 1

id: 63
unit: def _write_manifest_to_s3()
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size: 20 LOC
McCabe index: 2
number of parameters: 2

id: 64
unit: def generate_help_for_robomaker_all_permissions()
file: common/markdown_helper.py
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end line: 0
size: 19 LOC
McCabe index: 1
number of parameters: 1

id: 65
unit: def _wait_for_ip_upload()
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size: 19 LOC
McCabe index: 5
number of parameters: 2

id: 66
unit: def _create_obs_table_if_not_exist()
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end line: 0
size: 19 LOC
McCabe index: 3
number of parameters: 1

id: 67
unit: def _get_join_query_string()
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McCabe index: 6
number of parameters: 5

id: 68
unit: def generate_robomaker_links()
file: common/markdown_helper.py
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McCabe index: 4
number of parameters: 2

id: 69
unit: def _save_onnx_model()
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McCabe index: 3
number of parameters: 1

id: 70
unit: def get_graph_manager_from_args()
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id: 71
unit: def _set_rl_property_value()
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McCabe index: 6
number of parameters: 5

id: 72
unit: def create_s3_endpoint_manually()
file: common/markdown_helper.py
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McCabe index: 1
number of parameters: 2

id: 73
unit: def _wait_for_cf_stack_create_to_complete()
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McCabe index: 2
number of parameters: 1

id: 74
unit: def _wait_for_cf_stack_update_to_complete()
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McCabe index: 2
number of parameters: 1

id: 75
unit: def join_ray_cluster()
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McCabe index: 3
number of parameters: 3

id: 76
unit: def create_tf_serving_model()
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McCabe index: 2
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id: 77
unit: def _autotype()
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id: 78
unit: def ppo_continuous_outputs()
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id: 79
unit: def _start_query()
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McCabe index: 2
number of parameters: 3

id: 80
unit: def to_ddb_record()
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McCabe index: 1
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id: 81
unit: def load_from_ddb_record()
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McCabe index: 1
number of parameters: 2

id: 82
unit: def _predict()
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id: 83
unit: def start_ray_cluster()
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McCabe index: 3
number of parameters: 2

id: 84
unit: def _update_metrics_from_latest_hosting_update()
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McCabe index: 4
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id: 85
unit: def _get_prefix_and_relative_path()
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id: 86
unit: def __init__()
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id: 87
unit: def __init__()
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id: 88
unit: public override void OnEpisodeBegin()
file: RollerBall/Assets/RollerAgent.cs
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McCabe index: 2
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id: 89
unit: def push()
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id: 90
unit: def _check_output()
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id: 91
unit: def generate_help_for_experiment_manager_permissions()
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McCabe index: 1
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id: 92
unit: def default_preset_name()
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id: 93
unit: def _create_mpi_script()
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McCabe index: 1
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id: 94
unit: def __init__()
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id: 95
unit: def clean_resource()
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id: 96
unit: def clean_table_records()
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McCabe index: 5
number of parameters: 2

id: 97
unit: def _close_existing_containers()
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id: 98
unit: def __init__()
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unit: def _create_rewards_table_if_not_exist()
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McCabe index: 2
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id: 100
unit: void Start()
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McCabe index: 3
number of parameters: 0

id: 101
unit: def generate_help_for_administrator_policy()
file: common/markdown_helper.py
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McCabe index: 1
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id: 102
unit: def get_correct_outputs()
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McCabe index: 4
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id: 103
unit: def save_model()
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McCabe index: 1
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id: 104
unit: def _get_hosting_environ_vars()
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McCabe index: 2
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id: 105
unit: def _delete_obs_table_if_exist()
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McCabe index: 1
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id: 106
unit: def get_query_status()
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McCabe index: 2
number of parameters: 2

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unit: def __init__()
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id: 108
unit: def customize_experiment_config()
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McCabe index: 4
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id: 109
unit: private void GetConfigParams()
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McCabe index: 2
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id: 110
unit: def apply_subset()
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id: 111
unit: def _parse_type()
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unit: def get_master_config()
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id: 113
unit: def mpi_run()
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unit: def last_trained_model_id()
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id: 115
unit: def last_evaluation_job_id()
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id: 116
unit: def last_hosted_model_id()
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id: 117
unit: def last_joined_job_id()
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unit: def predictor()
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id: 119
unit: def __init__()
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id: 120
unit: def save_experiment_config()
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id: 121
unit: def initialize_envs()
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id: 122
unit: def generate_help_for_robomaker_trust_relationship()
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id: 123
unit: def wait_for_s3_object()
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unit: def get_graph_manager_from_args()
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id: 125
unit: def train_main()
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unit: def __init__()
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id: 127
unit: def publish_rewards_for_simulation()
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id: 128
unit: def get_latest_eval_score_for_model_id()
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unit: def run()
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id: 130
unit: def _get_resource_property()
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id: 131
unit: def delete_firehose_stream()
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id: 132
unit: def get_action()
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id: 133
unit: def _create_col_names()
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id: 134
unit: def generate_help_for_s3_endpoint_permissions()
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id: 135
unit: def _find_s3_output_path()
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id: 136
unit: def write_host_config()
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id: 137
unit: def ppo_discrete_outputs()
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id: 138
unit: def _can_connect()
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id: 139
unit: def _wait_for_worker_nodes_to_start_sshd()
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id: 140
unit: def timeout()
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id: 141
unit: def _checkpoint_dir_finder()
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id: 142
unit: def _ecr_login()
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id: 143
unit: def _execute()
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id: 144
unit: def _generate_manifest()
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id: 145
unit: def get_model_record()
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number of parameters: 3

id: 146
unit: def create_new_model_record()
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id: 147
unit: def get_join_job_record()
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id: 148
unit: def create_new_join_job_record()
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size: 9 LOC
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id: 149
unit: def create_new_experiment_record()
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size: 9 LOC
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id: 150
unit: def save_checkpoint_and_serving_model()
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size: 9 LOC
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id: 151
unit: void OnApplicationQuit()
file: RollerBall/Assets/RollerAgent.cs
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end line: 40
size: 8 LOC
McCabe index: 2
number of parameters: 0

id: 152
unit: def _push()
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id: 153
unit: def _ecr_login_if_needed()
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id: 154
unit: def _stream_output()
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id: 155
unit: def config_visualization()
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id: 156
unit: def _run_mpi_on_all_nodes()
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id: 157
unit: def __init__()
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id: 158
unit: def evaluate()
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id: 159
unit: def load_from_ddb_record()
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id: 160
unit: def is_train_completed()
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id: 161
unit: def firehose_bucket()
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number of parameters: 1

id: 162
unit: def __init__()
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id: 163
unit: def get_all_model_records_of_experiment()
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id: 164
unit: def update_model_training_stats()
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McCabe index: 1
number of parameters: 0

id: 165
unit: def get_all_join_job_records_of_experiment()
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id: 166
unit: def __init__()
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id: 167
unit: def _build_from_dockerfile()
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id: 168
unit: def generate_s3_write_permission_for_sagemaker_role()
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id: 169
unit: def generate_kinesis_create_permission_for_sagemaker_role()
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id: 170
unit: def path_of_main_launcher()
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number of parameters: 1

id: 171
unit: def download_file()
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number of parameters: 3

id: 172
unit: def upload_file()
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id: 173
unit: def __call__()
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id: 174
unit: def _delete_rewards_table_if_exist()
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id: 175
unit: def fit()
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id: 176
unit: def __init__()
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id: 177
unit: def get_hosted_model_id()
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number of parameters: 1

id: 178
unit: def get_model_record_with_retry()
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number of parameters: 4

id: 179
unit: def get_experiment_record()
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id: 180
unit: def create_env()
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id: 181
unit: def get_all_host_names()
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id: 182
unit: def dump_environment_states()
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id: 183
unit: public static bool IsTrainingMode()
file: RollerBall/Assets/RollerAgent.cs
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end line: 126
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id: 184
unit: public static bool IsSimulationMode()
file: RollerBall/Assets/RollerAgent.cs
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number of parameters: 0

id: 185
unit: def build_and_push_docker_image()
file: common/docker_utils.py
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number of parameters: 3

id: 186
unit: def _create_ecr_repo()
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id: 187
unit: def preset_from_name()
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id: 188
unit: def _required_environment_param()
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id: 189
unit: def change_permissions_recursive()
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id: 190
unit: def update_model_job_status()
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id: 191
unit: def batch_delete_items()
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id: 192
unit: def update_model_input_model_id()
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McCabe index: 1
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id: 193
unit: def update_model_input_data_s3_prefix()
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id: 194
unit: def update_model_s3_model_output_path()
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id: 195
unit: def update_model_train_state()
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id: 196
unit: def update_model_eval_state()
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id: 197
unit: def update_model_eval_scores()
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id: 198
unit: def update_model_eval_scores_and_state()
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id: 199
unit: def update_model_training_start_time()
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McCabe index: 1
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id: 200
unit: def update_model_training_end_time()
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McCabe index: 1
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id: 201
unit: def batch_delete_items()
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id: 202
unit: def update_join_job_current_state()
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id: 203
unit: def update_join_job_join_query_ids()
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id: 204
unit: def update_join_job_obs_end_time()
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unit: def update_join_job_obs_start_time()
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id: 206
unit: def update_experiment_training_state()
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McCabe index: 1
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id: 207
unit: def update_experiment_last_trained_model_id()
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McCabe index: 1
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id: 208
unit: def update_experiment_next_model_to_train_id()
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id: 209
unit: def update_experiment_hosting_state()
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McCabe index: 1
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id: 210
unit: def update_experiment_last_hosted_model_id()
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id: 211
unit: def update_experiment_next_model_to_host_id()
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McCabe index: 1
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id: 212
unit: def update_experiment_hosting_endpoint()
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McCabe index: 1
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id: 213
unit: def update_experiment_joining_state()
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McCabe index: 1
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id: 214
unit: def update_experiment_last_joined_job_id()
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McCabe index: 1
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unit: def update_experiment_next_join_job_id()
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McCabe index: 1
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id: 216
unit: def update_experiment_evaluation_state()
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McCabe index: 1
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id: 217
unit: def update_experiment_last_evaluation_job_id()
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unit: def update_experiment_next_evaluation_job_id()
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unit: def _get_cluster_type()
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McCabe index: 2
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id: 220
unit: void Start()
file: RollerBall/Assets/ObstacleManager.cs
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end line: 33
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McCabe index: 1
number of parameters: 0

id: 221
unit: public override void Heuristic()
file: RollerBall/Assets/RollerAgent.cs
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McCabe index: 1
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id: 222
unit: def close()
file: src/evaluate-unity.py
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McCabe index: 2
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id: 223
unit: def _find_base_image_in_dockerfile()
file: common/docker_utils.py
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McCabe index: 1
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unit: def map_hyperparameter()
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McCabe index: 2
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id: 225
unit: def define_agent()
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unit: def create_cloudwatch_dashboard_from_experiment_id()
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unit: def last_joined_job_train_data()
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unit: def last_joined_job_eval_data()
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unit: def __exit__()
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unit: def check_model_record_exists()
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unit: def check_join_job_record_exists()
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unit: def __init__()
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unit: def add_new_evaluation_job_info()
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unit: def register_env_creator()
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unit: def wait_for_training_job_to_complete()
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unit: def get_client()
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unit: def is_master()
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unit: def __init__()
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unit: def _sync_experiment_state_with_ddb()
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unit: def _val_list_to_csv_byte_string()
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unit: def _get_model_db_property()
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unit: def _get_join_db_property()
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unit: def _get_iam_role_property()
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unit: def create_firehose_stream_if_not_exists()
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unit: def delete_endpoint()
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unit: def delete_item()
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unit: def __init__()
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unit: def train_main()
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unit: def reset()
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unit: def close()
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unit: def render()
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unit: def reset()
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unit: def step()
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unit: def step()
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unit: def config_schedule()
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unit: def store()
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unit: def _get_s3_key()
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unit: def make_output()
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unit: def atoi()
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unit: def natural_keys()
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unit: def _change_hostname()
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unit: def publish_latest_hosting_information()
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unit: def publish_latest_training_information()
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unit: def publish_newly_trained_model_eval_information()
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unit: def _jsonify()
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unit: def get_cloudwatch_dashboard_details()
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number of parameters: 0

id: 338
unit: def collect_rollouts_for_single_env_with_given_steps()
file: common/env_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 339
unit: def collect_rollouts_with_given_action_probs()
file: common/env_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0