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id: 422
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unit: def _gen_multiple()
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unit: def cast_arm()
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id: 470
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unit: function relativize()
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unit: def forward()
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unit: def get_fully_bayesian_acqf_nehvi()
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unit: def scipy_optimizer_list()
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unit: def get_PosteriorMean()
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unit: def _autoset_surrogate()
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unit: def ax_class_from_json_dict()
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unit: def _save_or_update_trials()
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unit: docUrl()
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id: 803
unit: def test_pyre_strict()
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id: 804
unit: def get_mult_simple_benchmark_problem()
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id: 805
unit: def get_torch_test_data()
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id: 806
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id: 807
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id: 809
unit: def equality_typechecker()
file: ax/utils/common/equality.py
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id: 810
unit: def datetime_equals()
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id: 811
unit: def checked_cast_complex()
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id: 812
unit: def checked_cast_list()
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id: 813
unit: def numpy_type_to_python_type()
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id: 814
unit: def torch_type_to_str()
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id: 815
unit: def train()
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id: 816
unit: def _load_css_resource()
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unit: def render_report_elements()
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unit: def run()
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id: 819
unit: def __init__()
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id: 821
unit: def get_and_fit_model()
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id: 822
unit: def botorch_rounding_func()
file: ax/models/torch/botorch.py
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id: 823
unit: def is_noiseless()
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id: 824
unit: def get_botorch_objective_and_transform()
file: ax/models/torch/utils.py
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id: 825
unit: def _argparse_base()
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unit: def expand()
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id: 827
unit: def __init__()
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id: 828
unit: def __init__()
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id: 830
unit: def cross_validate()
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id: 831
unit: def cross_validate()
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id: 832
unit: def _get_rf()
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id: 833
unit: def init_engine()
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id: 834
unit: def _gen_unconstrained()
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id: 835
unit: def _gen_samples()
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id: 836
unit: def __init__()
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id: 839
unit: def _gen_unconstrained()
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id: 840
unit: def _get_last_point()
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id: 841
unit: def cross_validate()
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unit: def __init__()
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id: 844
unit: def object_from_json()
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unit: def generator_run_from_json()
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id: 846
unit: def search_space_from_json()
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id: 847
unit: def data_from_json()
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id: 848
unit: def multi_type_experiment_from_json()
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id: 849
unit: def experiment_from_json()
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id: 851
unit: def simple_benchmark_problem_from_json()
file: ax/storage/json_store/decoder.py
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id: 852
unit: def arm_to_dict()
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id: 853
unit: def search_space_to_dict()
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id: 854
unit: def objective_to_dict()
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id: 855
unit: def multi_objective_to_dict()
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unit: def data_to_dict()
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id: 857
unit: def map_key_info_to_dict()
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id: 858
unit: def transform_type_to_dict()
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id: 859
unit: def load_experiment()
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id: 860
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id: 861
unit: def _save_or_update_trial()
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id: 862
unit: def save_or_update_trials()
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id: 863
unit: def update_generation_strategy()
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id: 864
unit: def generator_run_to_sqa_encoder()
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id: 865
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id: 866
unit: def init_engine_and_session_factory()
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id: 867
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id: 868
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id: 869
unit: def update_running_trial_with_intermediate_data()
file: ax/service/ax_client.py
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unit: def _make_evaluations_and_data()
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unit: def get_recommended_max_parallelism()
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id: 875
unit: def get_pareto_optimal_parameters()
file: ax/service/utils/best_point.py
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id: 876
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id: 877
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id: 878
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id: 879
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id: 880
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id: 881
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id: 883
unit: def _update_and_save_trials()
file: ax/service/scheduler.py
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id: 884
unit: function timeToMinAndSec()
file: website/core/Tutorial.js
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id: 885
unit: def should_stop_trials_early()
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id: 886
unit: def should_stop_trials_early()
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id: 887
unit: def _log_and_return_min_progression()
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id: 889
unit: def should_stop_trials_early()
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id: 890
unit: def benchmark_trial()
file: ax/benchmark/benchmark.py
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id: 892
unit: def make_basic_generation_strategy()
file: ax/benchmark/botorch_methods.py
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file: ax/benchmark/benchmark_result.py
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id: 895
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file: ax/modelbridge/model_spec.py
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id: 896
unit: def get_ALEBOInitializer()
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id: 897
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id: 904
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id: 905
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id: 906
unit: def _get_tukey_cutoffs()
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id: 907
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id: 908
unit: def transform_optimization_config()
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id: 909
unit: def _tf_obs_data()
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id: 910
unit: def match_ci_width()
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id: 911
unit: def predicted_pareto_frontier()
file: ax/modelbridge/modelbridge_utils.py
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id: 912
unit: def observed_hypervolume()
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id: 913
unit: def _suggest_gp_model()
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unit: def _update()
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id: 915
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id: 916
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id: 917
unit: def _model_predict()
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id: 918
unit: def infer_objective_thresholds()
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id: 919
unit: def model_spec_to_gen_from()
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id: 920
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unit: def _set_status_quo()
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id: 927
unit: def _series_to_mean_sem()
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id: 928
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id: 929
unit: def __repr__()
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unit: def __init__()
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id: 931
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unit: def __init__()
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id: 937
unit: def map_df()
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id: 938
unit: def __init__()
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id: 939
unit: def md5hash()
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id: 940
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id: 942
unit: def clone()
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id: 943
unit: def update_tracking_metric()
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id: 944
unit: def remove_tracking_metric()
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id: 945
unit: def metrics()
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unit: def attach_data()
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id: 947
unit: def trials_by_status()
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unit: def new_trial()
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id: 949
unit: def reset_runners()
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id: 950
unit: def warm_start_from_old_experiment()
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id: 951
unit: def add_trial_type()
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id: 952
unit: def update_runner()
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id: 953
unit: def check_membership()
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id: 954
unit: def check_types()
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unit: def clone()
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unit: def flatten()
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unit: def check_membership()
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unit: def add_arms_and_weights()
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id: 959
unit: def abandoned_arms()
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id: 960
unit: def outcome_constraints()
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unit: def __init__()
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unit: def clone_with_args()
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unit: def _get_parameter_type()
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unit: def is_hierarchical()
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unit: def set_values()
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id: 966
unit: def trial_type()
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id: 967
unit: def assign_runner()
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id: 968
unit: def set_single_trial()
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id: 969
unit: def mean_trace_scatter()
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id: 970
unit: def mean_markers_scatter()
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id: 973
unit: require()
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id: 974
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id: 975
unit: function axis_range()
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id: 976
unit: def get_observed_pareto_frontiers()
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id: 977
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id: 978
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unit: def _pareto_frontier_plot_input_processing()
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id: 985
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id: 986
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id: 988
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id: 989
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id: 1000
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id: 1008
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id: 1031
unit: def get_engine()
file: ax/storage/sqa_store/db.py
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McCabe index: 2
number of parameters: 0

id: 1032
unit: def arm_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 1033
unit: def generator_run_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1034
unit: def generation_strategy_to_sqa()
file: ax/storage/sqa_store/encoder.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1035
unit: def load_experiment()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1036
unit: def _load_experiment()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1037
unit: def _get_trials_sqa()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1038
unit: def _get_experiment_sqa_reduced_state()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1039
unit: def _get_experiment_sqa_immutable_opt_config_and_search_space()
file: ax/storage/sqa_store/load.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1040
unit: def load_generation_strategy_by_experiment_name()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1041
unit: def load_generation_strategy_by_id()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1042
unit: def _load_generation_strategy_by_experiment_name()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1043
unit: def _load_generation_strategy_by_id()
file: ax/storage/sqa_store/load.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1044
unit: def process_bind_param()
file: ax/storage/sqa_store/json.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 1045
unit: def get_contour_plot()
file: ax/service/ax_client.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1046
unit: def generation_strategy()
file: ax/service/ax_client.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1047
unit: def get_best_trial()
file: ax/service/ax_client.py
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number of parameters: 0

id: 1048
unit: def get_pareto_optimal_parameters()
file: ax/service/ax_client.py
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size: 5 LOC
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number of parameters: 0

id: 1049
unit: def get_hypervolume()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 0

id: 1050
unit: def load_experiment()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 1

id: 1051
unit: def load()
file: ax/service/ax_client.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 1052
unit: def get_best_parameters_from_model_predictions_with_trial_index()
file: ax/service/utils/best_point.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1053
unit: def get_best_parameters_with_trial_index()
file: ax/service/utils/best_point.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1054
unit: def get_best_parameters()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1055
unit: def _get_hypervolume_trace()
file: ax/service/utils/report_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1056
unit: def _get_objective_trace_plot()
file: ax/service/utils/report_utils.py
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McCabe index: 1
number of parameters: 0

id: 1057
unit: def _merge_results_if_no_duplicates()
file: ax/service/utils/report_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1058
unit: def _pareto_frontier_scatter_2d_plotly()
file: ax/service/utils/report_utils.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1059
unit: def get_best_trial()
file: ax/service/utils/best_point_mixin.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1060
unit: def get_best_parameters()
file: ax/service/utils/best_point_mixin.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1061
unit: def get_pareto_optimal_parameters()
file: ax/service/utils/best_point_mixin.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1062
unit: def get_hypervolume()
file: ax/service/utils/best_point_mixin.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1063
unit: def _make_metric()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1064
unit: def _get_parameter_type()
file: ax/service/utils/instantiation.py
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number of parameters: 1

id: 1065
unit: def _make_range_param()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1066
unit: def _make_choice_param()
file: ax/service/utils/instantiation.py
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McCabe index: 1
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id: 1067
unit: def _make_fixed_param()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1068
unit: def make_optimization_config_from_properties()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1069
unit: def raw_data_to_evaluation()
file: ax/service/utils/instantiation.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1070
unit: def __init__()
file: ax/service/utils/with_db_settings_base.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1071
unit: def _save_or_update_trials_in_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1072
unit: def _update_generation_strategy_in_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1073
unit: def _save_experiment_to_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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McCabe index: 1
number of parameters: 0

id: 1074
unit: def _save_generation_strategy_to_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1075
unit: def get_best_trial()
file: ax/service/scheduler.py
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McCabe index: 1
number of parameters: 0

id: 1076
unit: def get_pareto_optimal_parameters()
file: ax/service/scheduler.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1077
unit: def get_hypervolume()
file: ax/service/scheduler.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 1078
unit: function copy_and_reverse()
file: website/static/js/plotUtils.js
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McCabe index: 1
number of parameters: 1

id: 1079
unit: function axis_range()
file: website/static/js/plotUtils.js
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McCabe index: 2
number of parameters: 2

id: 1080
unit: def __init__()
file: ax/early_stopping/strategies/base.py
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McCabe index: 1
number of parameters: 0

id: 1081
unit: def __post_init__()
file: ax/modelbridge/model_spec.py
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id: 1082
unit: def fixed_features()
file: ax/modelbridge/model_spec.py
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number of parameters: 2

id: 1083
unit: def _combine_model_kwargs_and_state()
file: ax/modelbridge/registry.py
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McCabe index: 1
number of parameters: 0

id: 1084
unit: def experiment()
file: ax/modelbridge/generation_strategy.py
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number of parameters: 1

id: 1085
unit: def _save_seen_trial_indices()
file: ax/modelbridge/generation_strategy.py
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number of parameters: 1

id: 1086
unit: def transform_search_space()
file: ax/modelbridge/transforms/cast.py
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McCabe index: 2
number of parameters: 2

id: 1087
unit: def transform_observation_data()
file: ax/modelbridge/transforms/stratified_standardize_y.py
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number of parameters: 0

id: 1088
unit: def untransform_observation_data()
file: ax/modelbridge/transforms/stratified_standardize_y.py
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number of parameters: 0

id: 1089
unit: def transform_observation_data()
file: ax/modelbridge/transforms/power_transform_y.py
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number of parameters: 0

id: 1090
unit: def untransform_observation_data()
file: ax/modelbridge/transforms/power_transform_y.py
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number of parameters: 0

id: 1091
unit: def transform_observation_data()
file: ax/modelbridge/transforms/convert_metric_names.py
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id: 1092
unit: def untransform_observation_data()
file: ax/modelbridge/transforms/convert_metric_names.py
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number of parameters: 0

id: 1093
unit: def transform_observation_data()
file: ax/modelbridge/transforms/standardize_y.py
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number of parameters: 0

id: 1094
unit: def untransform_observation_data()
file: ax/modelbridge/transforms/standardize_y.py
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number of parameters: 0

id: 1095
unit: def transform_observation_data()
file: ax/modelbridge/transforms/percentile_y.py
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id: 1096
unit: def _map()
file: ax/modelbridge/transforms/percentile_y.py
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number of parameters: 3

id: 1097
unit: def inverse_transform()
file: ax/modelbridge/transforms/one_hot.py
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McCabe index: 1
number of parameters: 2

id: 1098
unit: def transform_observation_data()
file: ax/modelbridge/transforms/relativize.py
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id: 1099
unit: def untransform_observation_data()
file: ax/modelbridge/transforms/relativize.py
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id: 1100
unit: def _get_status_quo_by_trial()
file: ax/modelbridge/transforms/relativize.py
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number of parameters: 0

id: 1101
unit: def transform_observation_data()
file: ax/modelbridge/transforms/winsorize.py
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id: 1102
unit: def _quantiles_to_cutoffs()
file: ax/modelbridge/transforms/winsorize.py
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number of parameters: 0

id: 1103
unit: def _get_cutoffs_from_legacy_transform_config()
file: ax/modelbridge/transforms/winsorize.py
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number of parameters: 0

id: 1104
unit: def transform_observation_data()
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id: 1105
unit: def transform_observation_data()
file: ax/modelbridge/transforms/ivw.py
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id: 1106
unit: def transform_observation_data()
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id: 1107
unit: def untransform_observation_data()
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id: 1108
unit: def untransform_objective_thresholds()
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number of parameters: 0

id: 1109
unit: def transform_observation_data()
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number of parameters: 0

id: 1110
unit: def untransform_observation_data()
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id: 1111
unit: def extract_objective_thresholds()
file: ax/modelbridge/modelbridge_utils.py
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number of parameters: 0

id: 1112
unit: def pending_observations_as_array()
file: ax/modelbridge/modelbridge_utils.py
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id: 1113
unit: def parse_observation_features()
file: ax/modelbridge/modelbridge_utils.py
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id: 1114
unit: def observed_pareto_frontier()
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id: 1115
unit: def _get_multiobjective_optimization_config()
file: ax/modelbridge/modelbridge_utils.py
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id: 1116
unit: def __init__()
file: ax/modelbridge/generation_node.py
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id: 1117
unit: def fixed_features()
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id: 1118
unit: def gen()
file: ax/modelbridge/generation_node.py
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id: 1119
unit: def cross_validate()
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id: 1120
unit: def feature_importances()
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id: 1121
unit: def transform_optimization_config()
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id: 1122
unit: def param_names()
file: ax/metrics/noisy_function.py
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id: 1123
unit: def _parameterization_probability()
file: ax/metrics/factorial.py
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id: 1124
unit: def __init__()
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id: 1125
unit: def benchmark_full_run()
file: ax/benchmark2/benchmark.py
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id: 1126
unit: def index()
file: ax/core/generator_run.py
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id: 1127
unit: def param_df()
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id: 1128
unit: def __repr__()
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id: 1129
unit: def __repr__()
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id: 1130
unit: def __init__()
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id: 1131
unit: def metric()
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id: 1132
unit: def metric()
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id: 1133
unit: def __repr__()
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id: 1134
unit: def clone()
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unit: def __repr__()
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unit: def __init__()
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id: 1137
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unit: def from_map_evaluations()
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id: 1139
unit: def add_arm()
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unit: def name()
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unit: def fetch_trial_data()
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unit: def __repr__()
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unit: def is_test()
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id: 1146
unit: def is_moo_problem()
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unit: def add_tracking_metrics()
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unit: def runner_for_trial()
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id: 1149
unit: def reset_runners()
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unit: def __init__()
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unit: def _cast_parameterization()
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unit: def __init__()
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id: 1157
unit: def cast()
file: ax/core/parameter.py
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id: 1158
unit: def dependents()
file: ax/core/parameter.py
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id: 1159
unit: def ttl_seconds()
file: ax/core/base_trial.py
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id: 1160
unit: def fetch_data()
file: ax/core/base_trial.py
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id: 1161
unit: def __repr__()
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id: 1162
unit: def __repr__()
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id: 1163
unit: def metrics()
file: ax/core/outcome_constraint.py
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id: 1164
unit: def metric()
file: ax/core/outcome_constraint.py
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id: 1165
unit: def metric()
file: ax/core/outcome_constraint.py
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id: 1166
unit: def op()
file: ax/core/outcome_constraint.py
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id: 1167
unit: def __init__()
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id: 1168
unit: def column_data_types()
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id: 1169
unit: def custom_data_class()
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id: 1170
unit: def sem_range_scatter()
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id: 1171
unit: def model_transitions_scatter()
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id: 1172
unit: def optimization_times()
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id: 1173
unit: def plotly_color_scale()
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id: 1174
unit: def _load_css_resource()
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id: 1175
unit: def _extract_observed_pareto_2d()
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id: 1176
unit: def _validate_outcome_constraints()
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id: 1177
unit: def tile_cross_validation()
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id: 1178
unit: def resize_subtitles()
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id: 1179
unit: def get_fixed_values()
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id: 1180
unit: def relativize()
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id: 1181
unit: def build_filter_trial()
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id: 1182
unit: def plot_pareto_frontier()
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id: 1183
unit: def plot_multiple_pareto_frontiers()
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id: 1184
unit: def interact_pareto_frontier()
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id: 1185
unit: def interact_multiple_pareto_frontier()
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id: 1186
unit: def _validate_experiment_and_maybe_get_objective_thresholds()
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id: 1187
unit: def _validate_and_maybe_get_default_reference_point()
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id: 1188
unit: def _maybe_get_default_minimize_single_metric()
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id: 1189
unit: def plot_feature_importance()
file: ax/plot/feature_importances.py
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id: 1190
unit: def should_stop_optimization()
file: ax/global_stopping/strategies/base.py
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id: 1191
unit: def __call__()
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id: 1192
unit: def get_factorial_experiment()
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id: 1193
unit: def get_experiment_with_batch_and_single_trial()
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id: 1194
unit: def get_branin_search_space()
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id: 1195
unit: def get_order_constraint()
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id: 1196
unit: def get_sum_constraint1()
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id: 1197
unit: def get_sum_constraint2()
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id: 1198
unit: def get_augmented_hartmann_metric()
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id: 1199
unit: def get_generator_run2()
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id: 1200
unit: def get_percentile_early_stopping_strategy_with_true_objective_metric_name()
file: ax/utils/testing/core_stubs.py
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id: 1201
unit: def get_botorch_model()
file: ax/utils/testing/core_stubs.py
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id: 1202
unit: def get_observation_features()
file: ax/utils/testing/modeling_stubs.py
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id: 1203
unit: def transform_search_space()
file: ax/utils/testing/modeling_stubs.py
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id: 1204
unit: def transform_observation_data()
file: ax/utils/testing/modeling_stubs.py
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id: 1205
unit: def untransform_observation_data()
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id: 1206
unit: def transform_search_space()
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id: 1207
unit: def transform_observation_data()
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id: 1208
unit: def untransform_observation_data()
file: ax/utils/testing/modeling_stubs.py
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id: 1209
unit: def get_multi_objective_benchmark_problem()
file: ax/utils/testing/benchmark_stubs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1210
unit: def get_all_subclasses()
file: ax/utils/testing/unittest_conventions.py
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McCabe index: 2
number of parameters: 1

id: 1211
unit: def filter()
file: ax/utils/common/logger.py
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McCabe index: 2
number of parameters: 2

id: 1212
unit: def get_logger()
file: ax/utils/common/logger.py
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McCabe index: 1
number of parameters: 1

id: 1213
unit: def make_indices_str()
file: ax/utils/common/logger.py
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number of parameters: 1

id: 1214
unit: def not_none()
file: ax/utils/common/typeutils.py
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number of parameters: 2

id: 1215
unit: def checked_cast()
file: ax/utils/common/typeutils.py
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McCabe index: 2
number of parameters: 2

id: 1216
unit: def checked_cast_optional()
file: ax/utils/common/typeutils.py
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McCabe index: 2
number of parameters: 2

id: 1217
unit: def checked_cast_to_tuple()
file: ax/utils/common/typeutils.py
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McCabe index: 2
number of parameters: 3

id: 1218
unit: def __eq__()
file: ax/utils/common/base.py
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McCabe index: 1
number of parameters: 2

id: 1219
unit: def _load_html_template()
file: ax/utils/report/render.py
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McCabe index: 1
number of parameters: 1

id: 1220
unit: def get_observed()
file: ax/models/model_utils.py
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McCabe index: 1
number of parameters: 0

id: 1221
unit: def _generate_weights()
file: ax/models/discrete/thompson.py
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id: 1222
unit: def f()
file: ax/models/torch/alebo.py
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id: 1223
unit: def predict()
file: ax/models/torch/alebo.py
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id: 1224
unit: def get_warping_transform()
file: ax/models/torch/botorch_defaults.py
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McCabe index: 1
number of parameters: 0

id: 1225
unit: def surrogate()
file: ax/models/torch/botorch_modular/model.py
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number of parameters: 1

id: 1226
unit: def botorch_acqf_class()
file: ax/models/torch/botorch_modular/model.py
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size: 4 LOC
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number of parameters: 1

id: 1227
unit: def training_data_per_outcome()
file: ax/models/torch/botorch_modular/list_surrogate.py
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number of parameters: 1

id: 1228
unit: def training_data()
file: ax/models/torch/botorch_modular/surrogate.py
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number of parameters: 1

id: 1229
unit: def training_data_per_outcome()
file: ax/models/torch/botorch_modular/surrogate.py
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number of parameters: 1

id: 1230
unit: def from_botorch()
file: ax/models/torch/botorch_modular/surrogate.py
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number of parameters: 0

id: 1231
unit: def pareto_frontier()
file: ax/models/torch/botorch_modular/surrogate.py
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McCabe index: 1
number of parameters: 1

id: 1232
unit: def project_up()
file: ax/models/torch/rembo.py
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McCabe index: 1
number of parameters: 2

id: 1233
unit: def _get_state()
file: ax/models/random/sobol.py
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id: 1234
unit: def feature_importances()
file: ax/models/base.py
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id: 1235
unit: def metric_to_dict()
file: ax/storage/json_store/encoders.py
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number of parameters: 1

id: 1236
unit: def runner_to_dict()
file: ax/storage/json_store/encoders.py
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McCabe index: 1
number of parameters: 1

id: 1237
unit: def surrogate_to_dict()
file: ax/storage/json_store/encoders.py
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McCabe index: 1
number of parameters: 1

id: 1238
unit: def register_acquisition()
file: ax/storage/botorch_modular_registry.py
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McCabe index: 1
number of parameters: 1

id: 1239
unit: def register_acquisition_function()
file: ax/storage/botorch_modular_registry.py
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McCabe index: 1
number of parameters: 1

id: 1240
unit: def parameter_constraint_from_sqa()
file: ax/storage/sqa_store/decoder.py
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McCabe index: 1
number of parameters: 0

id: 1241
unit: def search_space_from_sqa()
file: ax/storage/sqa_store/decoder.py
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McCabe index: 1
number of parameters: 0

id: 1242
unit: def arm_from_sqa()
file: ax/storage/sqa_store/decoder.py
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McCabe index: 1
number of parameters: 2

id: 1243
unit: def data_from_sqa()
file: ax/storage/sqa_store/decoder.py
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McCabe index: 1
number of parameters: 0

id: 1244
unit: def __init__()
file: ax/storage/sqa_store/sqa_enum.py
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McCabe index: 1
number of parameters: 5

id: 1245
unit: def validate_experiment_metadata()
file: ax/storage/sqa_store/encoder.py
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number of parameters: 0

id: 1246
unit: def _get_generation_strategy_sqa()
file: ax/storage/sqa_store/load.py
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McCabe index: 1
number of parameters: 0

id: 1247
unit: def get_query_options_to_defer_large_model_cols()
file: ax/storage/sqa_store/reduced_state.py
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number of parameters: 0

id: 1248
unit: def wrapper()
file: ax/storage/sqa_store/validation.py
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id: 1249
unit: def __init__()
file: ax/runners/simulated_backend.py
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id: 1250
unit: def run()
file: ax/runners/simulated_backend.py
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id: 1251
unit: def status_quo()
file: ax/service/ax_client.py
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id: 1252
unit: def set_optimization_config()
file: ax/service/ax_client.py
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id: 1253
unit: def get_current_trial_generation_limit()
file: ax/service/ax_client.py
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id: 1254
unit: def load_experiment_from_database()
file: ax/service/ax_client.py
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number of parameters: 0

id: 1255
unit: def stop_trial_early()
file: ax/service/ax_client.py
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McCabe index: 1
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id: 1256
unit: def save_to_json_file()
file: ax/service/ax_client.py
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id: 1257
unit: def _set_experiment()
file: ax/service/ax_client.py
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id: 1258
unit: def _raw_data_by_arm()
file: ax/service/ax_client.py
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id: 1259
unit: def save()
file: ax/service/ax_client.py
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id: 1260
unit: def get_best_raw_objective_point_with_trial_index()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1261
unit: def get_best_raw_objective_point()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1262
unit: def get_best_parameters_from_model_predictions()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1263
unit: def get_best_by_raw_objective_with_trial_index()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1264
unit: def get_best_by_raw_objective()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1265
unit: def _filter_feasible_rows()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1266
unit: def _get_best_feasible_row_for_single_objective()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 0

id: 1267
unit: def _is_all_noiseless()
file: ax/service/utils/best_point.py
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McCabe index: 1
number of parameters: 2

id: 1268
unit: def _objective_vs_true_objective_scatter()
file: ax/service/utils/report_utils.py
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McCabe index: 1
number of parameters: 0

id: 1269
unit: def should_stop_trials_early()
file: ax/service/utils/early_stopping.py
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McCabe index: 1
number of parameters: 0

id: 1270
unit: def optimization_config_from_objectives()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1271
unit: def make_search_space()
file: ax/service/utils/instantiation.py
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McCabe index: 1
number of parameters: 0

id: 1272
unit: def db_settings()
file: ax/service/utils/with_db_settings_base.py
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McCabe index: 2
number of parameters: 1

id: 1273
unit: def _load_experiment_and_generation_strategy()
file: ax/service/utils/with_db_settings_base.py
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McCabe index: 1
number of parameters: 0

id: 1274
unit: def _save_or_update_trial_in_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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McCabe index: 1
number of parameters: 0

id: 1275
unit: def _update_experiment_properties_in_db()
file: ax/service/utils/with_db_settings_base.py
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McCabe index: 1
number of parameters: 0

id: 1276
unit: def pending_trials()
file: ax/service/scheduler.py
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McCabe index: 1
number of parameters: 1

id: 1277
unit: def should_consider_optimization_complete()
file: ax/service/scheduler.py
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McCabe index: 2
number of parameters: 1

id: 1278
unit: def _update_status_dict()
file: ax/service/scheduler.py
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McCabe index: 1
number of parameters: 0

id: 1279
unit: def _initialize_experiment_status_properties()
file: ax/service/scheduler.py
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McCabe index: 3
number of parameters: 1

id: 1280
unit: pageUrl()
file: website/core/Footer.js
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end line: 23
size: 4 LOC
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id: 1305
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id: 1306
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id: 1307
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unit: def _register_arm()
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id: 1316
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id: 1322
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id: 1323
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unit: def set_logit_scale()
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id: 1325
unit: def add_values()
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id: 1326
unit: def set_value()
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id: 1327
unit: def status()
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id: 1329
unit: def update_stop_metadata()
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id: 1330
unit: def metric()
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id: 1332
unit: def copy_structure_with_df()
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unit: def get_running_trials_per_minute()
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id: 1336
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id: 1341
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id: 1367
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id: 1409
unit: def _extract_model_state_after_gen()
file: ax/modelbridge/registry.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1410
unit: def gen_projection()
file: ax/modelbridge/strategies/alebo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1411
unit: def model_transitions()
file: ax/modelbridge/strategies/rembo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1412
unit: def _filter_data_to_projection()
file: ax/modelbridge/strategies/rembo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1413
unit: def get_projection()
file: ax/modelbridge/strategies/rembo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1414
unit: def get_projection()
file: ax/modelbridge/strategies/rembo.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1415
unit: def name()
file: ax/modelbridge/generation_strategy.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1416
unit: def model()
file: ax/modelbridge/generation_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1417
unit: def uses_non_registered_models()
file: ax/modelbridge/generation_strategy.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1418
unit: def last_generator_run()
file: ax/modelbridge/generation_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1419
unit: def current_generator_run_limit()
file: ax/modelbridge/generation_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1420
unit: def clone_reset()
file: ax/modelbridge/generation_strategy.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1421
unit: def _num_remaining_trials_until_max_parallelism()
file: ax/modelbridge/generation_strategy.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1422
unit: def _restore_model_from_generator_run()
file: ax/modelbridge/generation_strategy.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1423
unit: def _predict()
file: ax/modelbridge/discrete.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1424
unit: def _get_parameter_values()
file: ax/modelbridge/discrete.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1425
unit: def get_uniform()
file: ax/modelbridge/factory.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1426
unit: def update()
file: ax/modelbridge/random.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1427
unit: def _predict()
file: ax/modelbridge/random.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1428
unit: def transform_observation_features()
file: ax/modelbridge/transforms/cast.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1429
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/cast.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1430
unit: def transform_observation_features()
file: ax/modelbridge/transforms/logit.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1431
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/logit.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1432
unit: def _compute_power_transforms()
file: ax/modelbridge/transforms/power_transform_y.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1433
unit: def _compute_inverse_bounds()
file: ax/modelbridge/transforms/power_transform_y.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1434
unit: def transform_observation_features()
file: ax/modelbridge/transforms/int_to_float.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1435
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/int_to_float.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1436
unit: def transform_observation_features()
file: ax/modelbridge/transforms/choice_encode.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1437
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/choice_encode.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1438
unit: def convert_mt_observations()
file: ax/modelbridge/transforms/convert_metric_names.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1439
unit: def transform_observation_features()
file: ax/modelbridge/transforms/log.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1440
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/log.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1441
unit: def transform_observation_features()
file: ax/modelbridge/transforms/trial_as_task.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1442
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/trial_as_task.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1443
unit: def transform_observation_features()
file: ax/modelbridge/transforms/unit_x.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1444
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/unit_x.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1445
unit: def contains_constrained_integer()
file: ax/modelbridge/transforms/rounding.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1446
unit: def randomized_round_parameters()
file: ax/modelbridge/transforms/rounding.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1447
unit: def transform_observation_features()
file: ax/modelbridge/transforms/remove_fixed.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1448
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/remove_fixed.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1449
unit: def compute_standardization_parameters()
file: ax/modelbridge/transforms/standardize_y.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1450
unit: def transform_observation_features()
file: ax/modelbridge/transforms/search_space_to_choice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1451
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/search_space_to_choice.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1452
unit: def get_data()
file: ax/modelbridge/transforms/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1453
unit: def transform()
file: ax/modelbridge/transforms/one_hot.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1454
unit: def classes()
file: ax/modelbridge/transforms/one_hot.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1455
unit: def transform_observation_features()
file: ax/modelbridge/transforms/one_hot.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1456
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/one_hot.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1457
unit: def _get_relative_data()
file: ax/modelbridge/transforms/relativize.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1458
unit: def _get_outcome_constraints_from_config()
file: ax/modelbridge/transforms/winsorize.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1459
unit: def _get_objective_threshold_from_moo_config()
file: ax/modelbridge/transforms/winsorize.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1460
unit: def _get_auto_winsorization_cutoffs_single_objective()
file: ax/modelbridge/transforms/winsorize.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1461
unit: def transform_observation_features()
file: ax/modelbridge/transforms/centered_unit_x.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1462
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/centered_unit_x.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1463
unit: def ivw_metric_merge()
file: ax/modelbridge/transforms/ivw.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1464
unit: def _check_conflicting_means()
file: ax/modelbridge/transforms/ivw.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1465
unit: def transform_search_space()
file: ax/modelbridge/transforms/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1466
unit: def transform_observation_features()
file: ax/modelbridge/transforms/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1467
unit: def untransform_observation_features()
file: ax/modelbridge/transforms/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1468
unit: def lognorm_to_norm()
file: ax/modelbridge/transforms/log_y.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1469
unit: def norm_to_lognorm()
file: ax/modelbridge/transforms/log_y.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1470
unit: def extract_parameter_constraints()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1471
unit: def extract_search_space_digest()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1472
unit: def extract_outcome_constraints()
file: ax/modelbridge/modelbridge_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1473
unit: def get_fixed_features()
file: ax/modelbridge/modelbridge_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1474
unit: def transform_callback()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1475
unit: def get_pending_observation_features()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1476
unit: def get_pending_observation_features_based_on_trial_status()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1477
unit: def array_to_observation_data()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1478
unit: def observation_features_to_array()
file: ax/modelbridge/modelbridge_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1479
unit: def _get_modelbridge_training_data()
file: ax/modelbridge/modelbridge_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1480
unit: def _unpack_observations()
file: ax/modelbridge/modelbridge_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1481
unit: def _predict()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1482
unit: def _model_predict()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1483
unit: def _get_extra_model_gen_kwargs()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1484
unit: def _transform_observation_data()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1485
unit: def _transform_observation_features()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1486
unit: def validate_optimization_config()
file: ax/modelbridge/array.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1487
unit: def _validate_observation_data()
file: ax/modelbridge/torch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1488
unit: def _get_extra_model_gen_kwargs()
file: ax/modelbridge/torch.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1489
unit: def _array_to_tensor()
file: ax/modelbridge/torch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1490
unit: def _array_list_to_tensors()
file: ax/modelbridge/torch.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1491
unit: def _array_callable_to_tensor_callable()
file: ax/modelbridge/torch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1492
unit: def _transform_observation_features()
file: ax/modelbridge/torch.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1493
unit: def _transform_observation_data()
file: ax/modelbridge/torch.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1494
unit: def model_enum()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1495
unit: def model_kwargs()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1496
unit: def model_gen_kwargs()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1497
unit: def model_cv_kwargs()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1498
unit: def fitted_model()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1499
unit: def cv_results()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1500
unit: def diagnostics()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1501
unit: def update()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1502
unit: def model_spec()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1503
unit: def model_name()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1504
unit: def _unique_id()
file: ax/modelbridge/generation_node.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1505
unit: def _prepare_training_data()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1506
unit: def _set_training_data()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1507
unit: def _extend_training_data()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1508
unit: def status_quo()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1509
unit: def metric_names()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1510
unit: def model_space()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1511
unit: def get_training_data()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1512
unit: def training_in_design()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1513
unit: def _batch_predict()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1514
unit: def _single_predict()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1515
unit: def _predict()
file: ax/modelbridge/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1516
unit: def _deserialize_model_state()
file: ax/modelbridge/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1517
unit: def transform_observation_data()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1518
unit: def _transform_observation_data()
file: ax/modelbridge/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1519
unit: def transform_observation_features()
file: ax/modelbridge/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1520
unit: def _transform_observation_features()
file: ax/modelbridge/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1521
unit: def clamp_observation_features()
file: ax/modelbridge/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1522
unit: def cross_validate()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1523
unit: def _gen_train_test_split()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1524
unit: def _mean_prediction_ci()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1525
unit: def _log_likelihood()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1526
unit: def _mape()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1527
unit: def _total_raw_effect()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1528
unit: def _correlation_coefficient()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1529
unit: def _rank_correlation()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1530
unit: def _fisher_exact_test_p()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1531
unit: def best_diagnostic()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1532
unit: def __call__()
file: ax/modelbridge/cross_validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1533
unit: def fetch_trial_data()
file: ax/metrics/branin_map.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1534
unit: def fetch_trial_data()
file: ax/metrics/branin_map.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1535
unit: def f()
file: ax/metrics/l2norm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1536
unit: def f()
file: ax/metrics/hartmann6.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1537
unit: def f()
file: ax/metrics/hartmann6.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1538
unit: def is_available_while_running()
file: ax/metrics/noisy_function.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1539
unit: def fetch_trial_data()
file: ax/metrics/noisy_function.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1540
unit: def f()
file: ax/metrics/noisy_function.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1541
unit: def _evaluate()
file: ax/metrics/noisy_function.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1542
unit: def f()
file: ax/metrics/branin.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1543
unit: def is_available_while_running()
file: ax/metrics/curve.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1544
unit: def fetch_trial_data()
file: ax/metrics/curve.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1545
unit: def fetch_trial_data_multi()
file: ax/metrics/curve.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1546
unit: def get_ids_from_trials()
file: ax/metrics/curve.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1547
unit: def get_curves_from_ids()
file: ax/metrics/curve.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1548
unit: def is_available_while_running()
file: ax/metrics/factorial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1549
unit: def fetch_trial_data()
file: ax/metrics/sklearn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1550
unit: def is_available_while_running()
file: ax/metrics/noisy_function_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1551
unit: def overwrite_existing_data()
file: ax/metrics/noisy_function_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1552
unit: def fetch_trial_data()
file: ax/metrics/noisy_function_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1553
unit: def f()
file: ax/metrics/noisy_function_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1554
unit: def get_curves_from_ids()
file: ax/metrics/tensorboard.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1555
unit: def benchmark_test()
file: ax/benchmark2/benchmark.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1556
unit: def _series_to_sem()
file: ax/benchmark2/benchmark_result.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1557
unit: def extract_arm_predictions()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1558
unit: def arms()
file: ax/core/generator_run.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1559
unit: def arm_signatures()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1560
unit: def weights()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1561
unit: def arm_weights()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1562
unit: def generator_run_type()
file: ax/core/generator_run.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1563
unit: def time_created()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1564
unit: def index()
file: ax/core/generator_run.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1565
unit: def optimization_config()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1566
unit: def search_space()
file: ax/core/generator_run.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1567
unit: def model_predictions()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1568
unit: def fit_time()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1569
unit: def gen_time()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1570
unit: def best_arm_predictions()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1571
unit: def gen_metadata()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1572
unit: def candidate_metadata_by_arm_signature()
file: ax/core/generator_run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1573
unit: def clone()
file: ax/core/observation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1574
unit: def __init__()
file: ax/core/observation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1575
unit: def means_dict()
file: ax/core/observation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1576
unit: def observations_from_data()
file: ax/core/observation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1577
unit: def separate_observations()
file: ax/core/observation.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1578
unit: def metric()
file: ax/core/objective.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1579
unit: def metrics()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1580
unit: def metric_names()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1581
unit: def clone()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1582
unit: def get_unconstrainable_metrics()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1583
unit: def _unique_id()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1584
unit: def metrics()
file: ax/core/objective.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1585
unit: def objectives()
file: ax/core/objective.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1586
unit: def objective_weights()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1587
unit: def clone()
file: ax/core/objective.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1588
unit: def __repr__()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1589
unit: def metrics()
file: ax/core/objective.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1590
unit: def metric_weights()
file: ax/core/objective.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1591
unit: def constraint_dict()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1592
unit: def bound()
file: ax/core/parameter_constraint.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1593
unit: def bound()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1594
unit: def clone_with_transformed_parameters()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1595
unit: def _unique_id()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1596
unit: def lower_parameter()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1597
unit: def upper_parameter()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1598
unit: def parameters()
file: ax/core/parameter_constraint.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1599
unit: def constraint_dict()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1600
unit: def clone_with_transformed_parameters()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1601
unit: def __init__()
file: ax/core/parameter_constraint.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1602
unit: def parameters()
file: ax/core/parameter_constraint.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1603
unit: def constraint_dict()
file: ax/core/parameter_constraint.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1604
unit: def op()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1605
unit: def clone_with_transformed_parameters()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1606
unit: def _inequality_weight()
file: ax/core/parameter_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1607
unit: def staging_required()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1608
unit: def serialize_init_args()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1609
unit: def deserialize_init_args()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1610
unit: def run()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1611
unit: def run_multiple()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1612
unit: def poll_available_capacity()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1613
unit: def poll_trial_status()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1614
unit: def stop()
file: ax/core/runner.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1615
unit: def __str__()
file: ax/core/map_data.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1616
unit: def __hash__()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1617
unit: def _unique_id()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1618
unit: def key()
file: ax/core/map_data.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1619
unit: def default_value()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1620
unit: def value_type()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1621
unit: def true_df()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1622
unit: def map_key_infos()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1623
unit: def map_keys()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1624
unit: def map_key_to_type()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1625
unit: def map_df()
file: ax/core/map_data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1626
unit: def generator_run()
file: ax/core/trial.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1627
unit: def add_generator_run()
file: ax/core/trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1628
unit: def arms()
file: ax/core/trial.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1629
unit: def arms_by_name()
file: ax/core/trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1630
unit: def _get_candidate_metadata_from_all_generator_runs()
file: ax/core/trial.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1631
unit: def __hash__()
file: ax/core/parameter_distribution.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1632
unit: def merge_model_predict()
file: ax/core/types.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1633
unit: def __init__()
file: ax/core/arm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1634
unit: def parameters()
file: ax/core/arm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1635
unit: def has_name()
file: ax/core/arm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1636
unit: def name_or_short_signature()
file: ax/core/arm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1637
unit: def signature()
file: ax/core/arm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1638
unit: def __hash__()
file: ax/core/arm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1639
unit: def _unique_id()
file: ax/core/arm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1640
unit: def _numpy_types_to_python_types()
file: ax/core/arm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1641
unit: def is_available_while_running()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1642
unit: def name()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1643
unit: def fetch_multi_group_by_metric()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1644
unit: def serialize_init_args()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1645
unit: def deserialize_init_args()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1646
unit: def fetch_experiment_data()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1647
unit: def fetch_trial_data_multi()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1648
unit: def _unique_id()
file: ax/core/metric.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1649
unit: def has_name()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1650
unit: def name()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1651
unit: def is_test()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1652
unit: def time_created()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1653
unit: def experiment_type()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1654
unit: def experiment_type()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1655
unit: def search_space()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1656
unit: def status_quo()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1657
unit: def parameters()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1658
unit: def arms_by_name()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1659
unit: def arms_by_signature()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1660
unit: def sum_trial_sizes()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1661
unit: def optimization_config()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1662
unit: def data_by_trial()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1663
unit: def immutable_search_space_and_opt_config()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1664
unit: def tracking_metrics()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1665
unit: def _metrics_by_class()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1666
unit: def _fetch_trial_data()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1667
unit: def num_trials()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1668
unit: def trials_expecting_data()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1669
unit: def running_trial_indices()
file: ax/core/experiment.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1670
unit: def default_data_type()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1671
unit: def default_data_constructor()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1672
unit: def __repr__()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1673
unit: def default_trial_type()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1674
unit: def runner_for_trial()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1675
unit: def supports_trial_type()
file: ax/core/experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1676
unit: def get_missing_metrics()
file: ax/core/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1677
unit: def get_missing_metrics_by_name()
file: ax/core/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1678
unit: def best_feasible_objective()
file: ax/core/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1679
unit: def feasible_hypervolume()
file: ax/core/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1680
unit: def add_tracking_metric()
file: ax/core/multi_type_experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1681
unit: def update_tracking_metric()
file: ax/core/multi_type_experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1682
unit: def _fetch_trial_data()
file: ax/core/multi_type_experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1683
unit: def default_trial_type()
file: ax/core/multi_type_experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1684
unit: def supports_trial_type()
file: ax/core/multi_type_experiment.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1685
unit: def is_hierarchical()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1686
unit: def parameters()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1687
unit: def parameter_constraints()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1688
unit: def add_parameter_constraints()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1689
unit: def set_parameter_constraints()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1690
unit: def out_of_design_arm()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1691
unit: def construct_arm()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1692
unit: def _validate_parameter_constraints()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1693
unit: def root()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1694
unit: def cast_observation_features()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1695
unit: def flatten_observation_features()
file: ax/core/search_space.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1696
unit: def _unique_id()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1697
unit: def _unique_id()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1698
unit: def experiment()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1699
unit: def index()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1700
unit: def generator_run_structs()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1701
unit: def arm_weights()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1702
unit: def add_arm()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1703
unit: def add_generator_run()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1704
unit: def status_quo()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1705
unit: def arms_by_name()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1706
unit: def abandoned_arm_names()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1707
unit: def generator_runs()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1708
unit: def abandoned_arms_metadata()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1709
unit: def run()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1710
unit: def normalized_arm_weights()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1711
unit: def mark_arm_abandoned()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1712
unit: def _get_candidate_metadata_from_all_generator_runs()
file: ax/core/batch_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1713
unit: def clone()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1714
unit: def objective()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1715
unit: def all_constraints()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1716
unit: def outcome_constraints()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1717
unit: def is_moo_problem()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1718
unit: def get_metric_name()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1719
unit: def objective()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1720
unit: def all_constraints()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1721
unit: def objective_thresholds()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1722
unit: def objective_thresholds()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1723
unit: def objective_thresholds_dict()
file: ax/core/optimization_config.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1724
unit: def is_numeric()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1725
unit: def validate()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1726
unit: def python_type()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1727
unit: def is_valid_type()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1728
unit: def is_numeric()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1729
unit: def is_fidelity()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1730
unit: def target_value()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1731
unit: def parameter_type()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1732
unit: def name()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1733
unit: def clone()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1734
unit: def _unique_id()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1735
unit: def upper()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1736
unit: def lower()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1737
unit: def digits()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1738
unit: def log_scale()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1739
unit: def logit_scale()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1740
unit: def update_range()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1741
unit: def sort_values()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1742
unit: def is_ordered()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1743
unit: def is_task()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1744
unit: def values()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1745
unit: def validate()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1746
unit: def _cast_values()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1747
unit: def value()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1748
unit: def validate()
file: ax/core/parameter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1749
unit: def is_deployed()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1750
unit: def is_failed()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1751
unit: def is_abandoned()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1752
unit: def is_candidate()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1753
unit: def is_completed()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1754
unit: def is_running()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1755
unit: def is_early_stopped()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1756
unit: def __format__()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1757
unit: def experiment()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1758
unit: def index()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1759
unit: def ttl_seconds()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1760
unit: def completed_successfully()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1761
unit: def did_not_complete()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1762
unit: def status()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1763
unit: def runner()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1764
unit: def runner()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1765
unit: def deployed_name()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1766
unit: def run_metadata()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1767
unit: def stop_metadata()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1768
unit: def trial_type()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1769
unit: def lookup_data()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1770
unit: def arms()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1771
unit: def arms_by_name()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1772
unit: def __repr__()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1773
unit: def abandoned_arms()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1774
unit: def generator_runs()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1775
unit: def _get_candidate_metadata_from_all_generator_runs()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1776
unit: def _get_candidate_metadata()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1777
unit: def time_created()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1778
unit: def time_completed()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1779
unit: def time_staged()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1780
unit: def time_run_started()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1781
unit: def is_abandoned()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1782
unit: def abandoned_reason()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1783
unit: def mark_running()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1784
unit: def mark_abandoned()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1785
unit: def mark_as()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1786
unit: def mark_arm_abandoned()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1787
unit: def _status()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1788
unit: def _unique_id()
file: ax/core/base_trial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1789
unit: def __init__()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1790
unit: def metric()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1791
unit: def op()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1792
unit: def _unique_id()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1793
unit: def metric_weights()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1794
unit: def metrics()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1795
unit: def op()
file: ax/core/outcome_constraint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1796
unit: def _safecast_df()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1797
unit: def required_columns()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1798
unit: def supported_columns()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1799
unit: def serialize_init_args()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1800
unit: def deserialize_init_args()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1801
unit: def true_df()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1802
unit: def df()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1803
unit: def df_hash()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1804
unit: def metric_names()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1805
unit: def from_multiple_data()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1806
unit: def required_columns()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1807
unit: def column_data_types()
file: ax/core/data.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1808
unit: def optimum_objective_scatter()
file: ax/plot/trace.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1809
unit: def rgba()
file: ax/plot/color.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1810
unit: def plot_modeling_times()
file: ax/plot/benchmark.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1811
unit: def plot_parallel_coordinates_plotly()
file: ax/plot/parallel_coordinates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1812
unit: def plot_parallel_coordinates()
file: ax/plot/parallel_coordinates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1813
unit: def _wrap_js()
file: ax/plot/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1814
unit: def _build_new_optimization_config()
file: ax/plot/pareto_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1815
unit: def _get_min_max_with_errors()
file: ax/plot/diagnostic.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1816
unit: def interact_cross_validation_plotly()
file: ax/plot/diagnostic.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1817
unit: def interact_cross_validation()
file: ax/plot/diagnostic.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1818
unit: def extend_range()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1819
unit: def _filter_dict()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1820
unit: def _predict_at_point()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1821
unit: def relativize_data()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1822
unit: def rgb()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1823
unit: def infer_is_relative()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1824
unit: def compose_annotation()
file: ax/plot/helper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1825
unit: def _make_label()
file: ax/plot/pareto_frontier.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1826
unit: def plot_feature_importance_by_feature_plotly()
file: ax/plot/feature_importances.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1827
unit: def plot_feature_importance_by_feature()
file: ax/plot/feature_importances.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1828
unit: def transpose()
file: ax/plot/table_view.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 1829
unit: def __init__()
file: ax/global_stopping/strategies/improvement.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1830
unit: def _should_stop_moo()
file: ax/global_stopping/strategies/improvement.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1831
unit: def _should_stop_single_objective()
file: ax/global_stopping/strategies/improvement.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1832
unit: def __init__()
file: ax/global_stopping/strategies/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1833
unit: def name()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1834
unit: def required_dimensionality()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1835
unit: def domain()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1836
unit: def minimums()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1837
unit: def maximums()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1838
unit: def fmin()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1839
unit: def fmax()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1840
unit: def _f()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1841
unit: def __init__()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1842
unit: def name()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1843
unit: def _f()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1844
unit: def from_botorch()
file: ax/utils/measurement/synthetic_functions.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1845
unit: def convert_to_timestamps()
file: ax/utils/testing/metrics/branin_backend_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1846
unit: def fetch_trial_data()
file: ax/utils/testing/metrics/backend_simulator_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1847
unit: def convert_to_timestamps()
file: ax/utils/testing/metrics/backend_simulator_map.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1848
unit: def backend_simulator()
file: ax/utils/testing/backend_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1849
unit: def has_capacity()
file: ax/utils/testing/backend_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1850
unit: def should_stop_trials_early()
file: ax/utils/testing/backend_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1851
unit: def path()
file: ax/utils/testing/manifest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1852
unit: def module()
file: ax/utils/testing/manifest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1853
unit: def file()
file: ax/utils/testing/manifest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1854
unit: def num_queued()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1855
unit: def num_running()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1856
unit: def num_failed()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1857
unit: def num_completed()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1858
unit: def use_internal_clock()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1859
unit: def time()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1860
unit: def all_trials()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1861
unit: def get_sim_trial_by_index()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1862
unit: def _create_index_to_trial_map()
file: ax/utils/testing/backend_simulator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1863
unit: def get_multi_type_experiment()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1864
unit: def get_multi_type_experiment_with_multi_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1865
unit: def get_large_ordinal_search_space()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1866
unit: def get_search_space_for_value()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1867
unit: def get_search_space_for_range_value()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1868
unit: def get_search_space_for_range_values()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1869
unit: def get_batch_trial()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1870
unit: def __repr__()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1871
unit: def _get_candidate_metadata()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1872
unit: def _get_candidate_metadata_from_all_generator_runs()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1873
unit: def abandoned_arms()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1874
unit: def arms()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1875
unit: def arms()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1876
unit: def arms_by_name()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1877
unit: def generator_runs()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1878
unit: def get_range_parameter2()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1879
unit: def get_fixed_parameter()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1880
unit: def get_parameter_constraint()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1881
unit: def get_metric()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1882
unit: def get_objective_threshold()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1883
unit: def get_outcome_constraint()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1884
unit: def get_branin_outcome_constraint()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1885
unit: def get_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1886
unit: def get_map_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1887
unit: def get_branin_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1888
unit: def get_augmented_branin_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1889
unit: def get_hartmann_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1890
unit: def get_augmented_hartmann_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1891
unit: def get_optimization_config_no_constraints()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1892
unit: def get_branin_optimization_config()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1893
unit: def get_augmented_branin_optimization_config()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1894
unit: def get_hartmann_optimization_config()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1895
unit: def get_augmented_hartmann_optimization_config()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1896
unit: def get_arm()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 0

id: 1897
unit: def get_arms_from_dict()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1898
unit: def get_weights_from_dict()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1899
unit: def get_arms()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1900
unit: def get_weights()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1901
unit: def get_abandoned_arm()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1902
unit: def get_synthetic_runner()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1903
unit: def get_branin_data_multi_objective()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1904
unit: def __init__()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 1905
unit: def should_stop_optimization()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1906
unit: def get_acquisition_type()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1907
unit: def get_model_type()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1908
unit: def get_mll_type()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1909
unit: def get_acquisition_function_type()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1910
unit: def get_gamma_prior()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1911
unit: def get_interval()
file: ax/utils/testing/core_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1912
unit: def get_observation()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1913
unit: def get_observation1()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1914
unit: def get_observation_status_quo0()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1915
unit: def get_observation_status_quo1()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1916
unit: def get_observation1trans()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1917
unit: def get_observation2()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1918
unit: def get_observation2trans()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1919
unit: def get_generation_strategy()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1920
unit: def get_transform_type()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1921
unit: def get_experiment_for_value()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1922
unit: def transform_observation_features()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1923
unit: def untransform_observation_features()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1924
unit: def transform_observation_features()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1925
unit: def untransform_observation_features()
file: ax/utils/testing/modeling_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1926
unit: def get_branin_simple_benchmark_problem()
file: ax/utils/testing/benchmark_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1927
unit: def get_sum_simple_benchmark_problem()
file: ax/utils/testing/benchmark_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1928
unit: def sample_multiplication_fxn()
file: ax/utils/testing/benchmark_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1929
unit: def get_single_objective_benchmark_problem()
file: ax/utils/testing/benchmark_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1930
unit: def get_aggregated_benchmark_result()
file: ax/utils/testing/benchmark_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1931
unit: def get_optimizer_kwargs()
file: ax/utils/testing/torch_stubs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
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id: 1932
unit: def _unequal_str()
file: ax/utils/common/testutils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1933
unit: def run()
file: ax/utils/common/testutils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1934
unit: def assertAxBaseEqual()
file: ax/utils/common/testutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1935
unit: def set_stderr_log_level()
file: ax/utils/common/logger.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1936
unit: def disable_logger()
file: ax/utils/common/logger.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1937
unit: def object_attribute_dicts_equal()
file: ax/utils/common/equality.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1938
unit: def checked_cast_dict()
file: ax/utils/common/typeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1939
unit: def torch_type_from_str()
file: ax/utils/common/typeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1940
unit: def consolidate_kwargs()
file: ax/utils/common/kwargs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1941
unit: def get_function_argument_names()
file: ax/utils/common/kwargs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1942
unit: def filter_kwargs()
file: ax/utils/common/kwargs.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 1943
unit: def db_id()
file: ax/utils/common/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1944
unit: def db_id()
file: ax/utils/common/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1945
unit: def _unique_id()
file: ax/utils/common/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1946
unit: def __lt__()
file: ax/utils/common/base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1947
unit: def callable_from_reference()
file: ax/utils/common/serialization.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1948
unit: def serialize_init_args()
file: ax/utils/common/serialization.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1949
unit: def to_ds()
file: ax/utils/common/timeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1950
unit: def to_ts()
file: ax/utils/common/timeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1951
unit: def _ts_to_pandas()
file: ax/utils/common/timeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1952
unit: def _pandas_ts_to_int()
file: ax/utils/common/timeutils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1953
unit: def current_timestamp_in_millis()
file: ax/utils/common/timeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1954
unit: def timestamps_in_range()
file: ax/utils/common/timeutils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1955
unit: def split_dataset()
file: ax/utils/tutorials/cnn_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1956
unit: def evaluate()
file: ax/utils/tutorials/cnn_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1957
unit: def p_html()
file: ax/utils/report/render.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1958
unit: def h2_html()
file: ax/utils/report/render.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1959
unit: def h3_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1960
unit: def list_item_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1961
unit: def unordered_list_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1962
unit: def link_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1963
unit: def table_heading_cell_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1964
unit: def table_row_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1965
unit: def table_html()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1966
unit: def _get_jinja_environment()
file: ax/utils/report/render.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1967
unit: def __init__()
file: ax/utils/flake8_plugins/docstring_checker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1968
unit: def inverse_variance_weight()
file: ax/utils/stats/statstools.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1969
unit: def total_variance()
file: ax/utils/stats/statstools.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1970
unit: def positive_part_james_stein()
file: ax/utils/stats/statstools.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1971
unit: def check_param_constraints()
file: ax/models/model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1972
unit: def tunable_feature_indices()
file: ax/models/model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1973
unit: def validate_bounds()
file: ax/models/model_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1974
unit: def as_array()
file: ax/models/model_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1975
unit: def enumerate_discrete_combinations()
file: ax/models/model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1976
unit: def _fit_Ys_and_Yvars()
file: ax/models/discrete/thompson.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1977
unit: def _fit_X_to_Ys_and_Yvars()
file: ax/models/discrete/thompson.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1978
unit: def __init__()
file: ax/models/discrete/full_factorial.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1979
unit: def _fit_Ys_and_Yvars()
file: ax/models/discrete/eb_thompson.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1980
unit: def _apply_shrinkage()
file: ax/models/discrete/eb_thompson.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1981
unit: def pyro_sample_outputscale()
file: ax/models/torch/fully_bayesian_model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1982
unit: def pyro_sample_saas_lengthscales()
file: ax/models/torch/fully_bayesian_model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1983
unit: def pyro_sample_input_warping()
file: ax/models/torch/fully_bayesian_model_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1984
unit: def generate_model_space_decomposition()
file: ax/models/torch/cbo_sac.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1985
unit: def project()
file: ax/models/torch/botorch_kg.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1986
unit: def __init__()
file: ax/models/torch/alebo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1987
unit: def laplace_sample_U()
file: ax/models/torch/alebo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1988
unit: def extract_map_statedict()
file: ax/models/torch/alebo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1989
unit: def __init__()
file: ax/models/torch/alebo.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1990
unit: def forward()
file: ax/models/torch/fully_bayesian.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 1991
unit: def objective()
file: ax/models/torch/botorch_defaults.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1992
unit: def predict()
file: ax/models/torch/botorch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1993
unit: def get_rounding_func()
file: ax/models/torch/botorch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1994
unit: def _to_inequality_constraints()
file: ax/models/torch/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1995
unit: def tensor_callable_to_array_callable()
file: ax/models/torch/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1996
unit: def array_func()
file: ax/models/torch/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1997
unit: def objective()
file: ax/models/torch/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1998
unit: def randomize_objective_weights()
file: ax/models/torch/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1999
unit: def get_default_frontier_evaluator()
file: ax/models/torch/botorch_moo_defaults.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2000
unit: def get_weighted_mc_objective_and_objective_thresholds()
file: ax/models/torch/botorch_moo_defaults.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2001
unit: def obj_fn()
file: ax/models/torch/posterior_mean.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2002
unit: def Xs()
file: ax/models/torch/botorch_modular/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2003
unit: def Ys()
file: ax/models/torch/botorch_modular/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2004
unit: def Yvars()
file: ax/models/torch/botorch_modular/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2005
unit: def predict()
file: ax/models/torch/botorch_modular/model.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2006
unit: def dtype()
file: ax/models/torch/botorch_modular/list_surrogate.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2007
unit: def device()
file: ax/models/torch/botorch_modular/list_surrogate.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2008
unit: def validate_data_format()
file: ax/models/torch/botorch_modular/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2009
unit: def construct_acquisition_and_optimizer_options()
file: ax/models/torch/botorch_modular/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2010
unit: def _optimizerArgparse_encoder()
file: ax/models/torch/botorch_modular/optimizer_argparse.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2011
unit: def dtype()
file: ax/models/torch/botorch_modular/surrogate.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2012
unit: def device()
file: ax/models/torch/botorch_modular/surrogate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2013
unit: def clone_reset()
file: ax/models/torch/botorch_modular/surrogate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2014
unit: def predict()
file: ax/models/torch/botorch_modular/surrogate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2015
unit: def compute_diagnostics()
file: ax/models/torch/botorch_modular/surrogate.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2016
unit: def botorch_acqf_class()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2017
unit: def dtype()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2018
unit: def device()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2019
unit: def objective_thresholds()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2020
unit: def objective_weights()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2021
unit: def evaluate()
file: ax/models/torch/botorch_modular/acquisition.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2022
unit: def project()
file: ax/models/torch/botorch_modular/multi_fidelity.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2023
unit: def project()
file: ax/models/torch/botorch_mes.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2024
unit: def predict()
file: ax/models/discrete_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2025
unit: def __init__()
file: ax/models/numpy/randomforest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2026
unit: def predict()
file: ax/models/numpy/randomforest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2027
unit: def _rf_predict()
file: ax/models/numpy/randomforest.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2028
unit: def predict()
file: ax/models/torch_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2029
unit: def engine()
file: ax/models/random/sobol.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2030
unit: def _gen_samples()
file: ax/models/random/uniform.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2031
unit: def _gen_samples()
file: ax/models/random/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2032
unit: def _convert_inequality_constraints()
file: ax/models/random/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2033
unit: def _convert_equality_constraints()
file: ax/models/random/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2034
unit: def serialize_state()
file: ax/models/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2035
unit: def deserialize_state()
file: ax/models/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2036
unit: def _get_state()
file: ax/models/base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2037
unit: def predict()
file: ax/models/numpy_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2038
unit: def __str__()
file: ax/exceptions/core.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2039
unit: def __init__()
file: ax/exceptions/core.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2040
unit: def __str__()
file: ax/exceptions/core.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2041
unit: def __init__()
file: ax/exceptions/data_provider.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2042
unit: def metric_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2043
unit: def runner_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2044
unit: def encoder_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2045
unit: def decoder_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2046
unit: def class_encoder_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2047
unit: def class_decoder_registry()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2048
unit: def sqa_config()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2049
unit: def encoder()
file: ax/storage/registry_bundle.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2050
unit: def decoder()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2051
unit: def sqa_config()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2052
unit: def encoder()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2053
unit: def decoder()
file: ax/storage/registry_bundle.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2054
unit: def _convert_generation_step_keys_for_backwards_compatibility()
file: ax/storage/json_store/decoder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2055
unit: def order_parameter_constraint_to_dict()
file: ax/storage/json_store/encoders.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2056
unit: def sum_parameter_constraint_to_dict()
file: ax/storage/json_store/encoders.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2057
unit: def parameter_constraint_to_dict()
file: ax/storage/json_store/encoders.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2058
unit: def optimization_config_to_dict()
file: ax/storage/json_store/encoders.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2059
unit: def multi_objective_optimization_config_to_dict()
file: ax/storage/json_store/encoders.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
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id: 2060
unit: def generation_strategy_to_dict()
file: ax/storage/json_store/encoders.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2061
unit: def percentile_early_stopping_strategy_to_dict()
file: ax/storage/json_store/encoders.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2062
unit: def threshold_early_stopping_strategy_to_dict()
file: ax/storage/json_store/encoders.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2063
unit: def save_generation_strategy()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2064
unit: def _save_generation_strategy()
file: ax/storage/sqa_store/save.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2065
unit: def save_or_update_trial()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2066
unit: def add_experiment_id()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2067
unit: def trial_to_reduced_state_sqa_encoder()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2068
unit: def add_generation_strategy_id()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2069
unit: def update_runner_on_experiment()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2070
unit: def add_experiment_id()
file: ax/storage/sqa_store/save.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2071
unit: def get_enum_name()
file: ax/storage/sqa_store/decoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2072
unit: def _init_mt_experiment_from_sqa()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2073
unit: def experiment_from_sqa()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2074
unit: def metric_from_sqa()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2075
unit: def opt_config_and_tracking_metrics_from_sqa()
file: ax/storage/sqa_store/decoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2076
unit: def abandoned_arm_from_sqa()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2077
unit: def trial_from_sqa()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2078
unit: def _get_scalarized_objective_children_metrics()
file: ax/storage/sqa_store/decoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2079
unit: def _get_scalarized_outcome_constraint_children_metrics()
file: ax/storage/sqa_store/decoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2080
unit: def create_mysql_engine_from_creator()
file: ax/storage/sqa_store/db.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2081
unit: def create_mysql_engine_from_url()
file: ax/storage/sqa_store/db.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2082
unit: def remove_test_db_file()
file: ax/storage/sqa_store/db.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2083
unit: def optional_session_scope()
file: ax/storage/sqa_store/db.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2084
unit: def reverse_metric_registry()
file: ax/storage/sqa_store/sqa_config.py
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end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2085
unit: def reverse_runner_registry()
file: ax/storage/sqa_store/sqa_config.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2086
unit: def get_enum_value()
file: ax/storage/sqa_store/encoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2087
unit: def parameter_constraint_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2088
unit: def search_space_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2089
unit: def get_metric_type_and_properties()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2090
unit: def get_children_metrics_by_name()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2091
unit: def outcome_constraint_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2092
unit: def scalarized_outcome_constraint_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2093
unit: def objective_threshold_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2094
unit: def optimization_config_to_sqa()
file: ax/storage/sqa_store/encoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2095
unit: def runner_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2096
unit: def trial_to_sqa()
file: ax/storage/sqa_store/encoder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2097
unit: def data_to_sqa()
file: ax/storage/sqa_store/encoder.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2098
unit: def is_foreign_key_field()
file: ax/storage/sqa_store/utils.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2099
unit: def _get_experiment_immutable_opt_config_and_search_space()
file: ax/storage/sqa_store/load.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2100
unit: def _get_generation_strategy_id()
file: ax/storage/sqa_store/load.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2101
unit: def _get_generation_strategy_sqa_reduced_state()
file: ax/storage/sqa_store/load.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2102
unit: def _get_generation_strategy_sqa_immutable_opt_config_and_search_space()
file: ax/storage/sqa_store/load.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2103
unit: def process_bind_param()
file: ax/storage/sqa_store/timestamp.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2104
unit: def process_result_value()
file: ax/storage/sqa_store/timestamp.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2105
unit: def __init__()
file: ax/storage/sqa_store/json.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2106
unit: def listens_for_multiple()
file: ax/storage/sqa_store/validation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2107
unit: def do_not_set_existing_value_to_null()
file: ax/storage/sqa_store/validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2108
unit: def validate_parameter()
file: ax/storage/sqa_store/validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2109
unit: def validate_parameter_constraint()
file: ax/storage/sqa_store/validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2110
unit: def validate_metric()
file: ax/storage/sqa_store/validation.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2111
unit: def validate_runner()
file: ax/storage/sqa_store/validation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2112
unit: def __init__()
file: ax/runners/synthetic.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2113
unit: def poll_trial_status()
file: ax/runners/torchx.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2114
unit: def stop()
file: ax/runners/torchx.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2115
unit: def sample_runtime_unif()
file: ax/runners/simulated_backend.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2116
unit: def __init__()
file: ax/runners/botorch_test_problem.py
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size: 2 LOC
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number of parameters: 2

id: 2117
unit: def poll_trial_status()
file: ax/runners/botorch_test_problem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2118
unit: def set_status_quo()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 2
number of parameters: 2

id: 2119
unit: def get_next_trial()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2120
unit: def get_next_trials()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2121
unit: def log_trial_failure()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2122
unit: def attach_trial()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2123
unit: def get_trial_parameters()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 2

id: 2124
unit: def get_trials_data_frame()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2125
unit: def get_optimization_trace()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2126
unit: def get_model_predictions()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 0

id: 2127
unit: def verify_trial_parameterization()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2128
unit: def should_stop_trials_early()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2129
unit: def load_from_json_file()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2130
unit: def objective()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 1

id: 2131
unit: def _set_runner()
file: ax/service/ax_client.py
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McCabe index: 1
number of parameters: 2

id: 2132
unit: def _set_generation_strategy()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2133
unit: def _find_last_trial_with_parameterization()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2134
unit: def _get_pending_observation_features()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2135
unit: def _validate_early_stopping_strategy()
file: ax/service/ax_client.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2136
unit: def _gr_to_prediction_with_trial_index()
file: ax/service/utils/best_point.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2137
unit: def _raw_values_to_model_predict_arm()
file: ax/service/utils/best_point.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2138
unit: def _get_best_row_for_single_objective()
file: ax/service/utils/best_point.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2139
unit: def _get_suffix()
file: ax/service/utils/report_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2140
unit: def _get_shortest_unique_suffix_dict()
file: ax/service/utils/report_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2141
unit: def _merge_trials_dict_with_df()
file: ax/service/utils/report_utils.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2142
unit: def constraint_from_str()
file: ax/service/utils/instantiation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2143
unit: def make_outcome_constraints()
file: ax/service/utils/instantiation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2144
unit: def make_objective_thresholds()
file: ax/service/utils/instantiation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2145
unit: def build_objective_thresholds()
file: ax/service/utils/instantiation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2146
unit: def build_objective_threshold()
file: ax/service/utils/instantiation.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2147
unit: def _get_default_db_settings()
file: ax/service/utils/with_db_settings_base.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2148
unit: def db_settings_set()
file: ax/service/utils/with_db_settings_base.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2149
unit: def _get_experiment_and_generation_strategy_db_id()
file: ax/service/utils/with_db_settings_base.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2150
unit: def _maybe_save_experiment_and_generation_strategy()
file: ax/service/utils/with_db_settings_base.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2151
unit: def _save_generation_strategy_to_db_if_possible()
file: ax/service/utils/with_db_settings_base.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2152
unit: def _call_evaluation_function()
file: ax/service/managed_loop.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2153
unit: def _get_weights_by_arm()
file: ax/service/managed_loop.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2154
unit: def get_current_model()
file: ax/service/managed_loop.py
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McCabe index: 1
number of parameters: 1

id: 2155
unit: def running_trials()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2156
unit: def candidate_trials()
file: ax/service/scheduler.py
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McCabe index: 1
number of parameters: 1

id: 2157
unit: def runner()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2158
unit: def poll_available_capacity()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2159
unit: def report_results()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2160
unit: def summarize_final_result()
file: ax/service/scheduler.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2161
unit: def run_trials()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2162
unit: def poll_trial_status()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2163
unit: def stop_trial_runs()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2164
unit: def run_trials_and_yield_results()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2165
unit: def run_n_trials()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2166
unit: def should_stop_trials_early()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2167
unit: def _get_max_pending_trials()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2168
unit: def _prepare_trials()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2169
unit: def _gen_new_trials_from_generation_strategy()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2170
unit: def _record_run_trials_status()
file: ax/service/scheduler.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2171
unit: def local_version()
file: setup.py
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McCabe index: 1
number of parameters: 1

id: 2172
unit: def gen_tutorials()
file: scripts/make_tutorials.py
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McCabe index: 1
number of parameters: 0

id: 2173
unit: def patch_config()
file: scripts/patch_site_config.py
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McCabe index: 1
number of parameters: 0