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unit: def create()
file: tfx/orchestration/launcher/base_component_launcher.py
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size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 714
unit: def _build_pod_name()
file: tfx/orchestration/launcher/kubernetes_component_launcher.py
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 715
unit: def mysql_metadata_connection_config()
file: tfx/orchestration/metadata.py
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end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 5

id: 716
unit: def update_execution()
file: tfx/orchestration/metadata.py
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size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 717
unit: def _ensure_no_missing_nodes()
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size: 10 LOC
McCabe index: 5
number of parameters: 3

id: 718
unit: def _compute_nodes_to_reuse()
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end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 4

id: 719
unit: def remove_output_dirs()
file: tfx/orchestration/portable/outputs_utils.py
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end line: 0
size: 10 LOC
McCabe index: 6
number of parameters: 2

id: 720
unit: def put_execution()
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end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 721
unit: def _clean_up_stateless_execution_info()
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size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 722
unit: def __init__()
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size: 10 LOC
McCabe index: 6
number of parameters: 7

id: 723
unit: def __init__()
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size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 724
unit: def contexts()
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end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 1

id: 725
unit: def parse_execution_properties()
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McCabe index: 4
number of parameters: 1

id: 726
unit: def _retrieve_class_path()
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size: 10 LOC
McCabe index: 4
number of parameters: 1

id: 727
unit: def __init__()
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size: 10 LOC
McCabe index: 1
number of parameters: 5

id: 728
unit: def _create_pipeline()
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McCabe index: 1
number of parameters: 4

id: 729
unit: def _get_pipeline_node()
file: tfx/orchestration/kubeflow/container_entrypoint.py
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size: 10 LOC
McCabe index: 5
number of parameters: 2

id: 730
unit: def _parse_runtime_parameter_str()
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size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 731
unit: def __init__()
file: tfx/dsl/component/experimental/annotations.py
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 3

id: 732
unit: def _generic_getitem()
file: tfx/dsl/component/experimental/annotations.py
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size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 733
unit: def _validate_input_dict()
file: tfx/dsl/input_resolution/ops/span_driven_evaluator_inputs_op.py
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McCabe index: 4
number of parameters: 1

id: 734
unit: def __copy__()
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size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 735
unit: def get_contexts()
file: tfx/dsl/context_managers/dsl_context_registry.py
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end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 736
unit: def __enter__()
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 737
unit: def _maybe_get_strategy()
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size: 10 LOC
McCabe index: 4
number of parameters: 3

id: 738
unit: def __init__()
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end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 4

id: 739
unit: def _log_properties()
file: tfx/dsl/components/base/base_driver.py
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end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 7

id: 740
unit: def compile_dict_node()
file: tfx/dsl/compiler/node_inputs_compiler.py
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size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 741
unit: def resolve()
file: tfx/dsl/compiler/placeholder_utils.py
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McCabe index: 4
number of parameters: 2

id: 742
unit: def _resolve_artifact_value_operator()
file: tfx/dsl/compiler/placeholder_utils.py
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size: 10 LOC
McCabe index: 3
number of parameters: 2

id: 743
unit: def select_constraint()
file: tfx/dependencies.py
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end line: 0
size: 10 LOC
McCabe index: 6
number of parameters: 3

id: 744
unit: def make_extra_packages_all()
file: tfx/dependencies.py
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end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 745
unit: def finalize_options()
file: setup.py
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size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 746
unit: def _input_fn()
file: tfx/experimental/templates/penguin/models/model.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 5

id: 747
unit: def setUp()
file: tfx/experimental/templates/container_based_test_case.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 748
unit: def _compile_pipeline()
file: tfx/experimental/templates/container_based_test_case.py
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McCabe index: 1
number of parameters: 1

id: 749
unit: def _fill_in_missing()
file: tfx/experimental/templates/taxi/models/preprocessing.py
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end line: 0
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McCabe index: 3
number of parameters: 1

id: 750
unit: def _prepare_vertex()
file: tfx/tools/cli/handler/vertex_handler.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 751
unit: def __init__()
file: tfx/tools/cli/handler/kubeflow_handler.py
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size: 9 LOC
McCabe index: 3
number of parameters: 3

id: 752
unit: def _copy_and_replace_placeholder_file()
file: tfx/tools/cli/handler/template_handler.py
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end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 4

id: 753
unit: def _print_docker_log_stream()
file: tfx/tools/cli/container_builder/builder.py
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end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 4

id: 754
unit: def _parse_runtime_parameters()
file: tfx/tools/cli/commands/run.py
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size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 755
unit: def terminate_run()
file: tfx/tools/cli/commands/run.py
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McCabe index: 1
number of parameters: 6

id: 756
unit: def list_runs()
file: tfx/tools/cli/commands/run.py
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end line: 0
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McCabe index: 1
number of parameters: 6

id: 757
unit: def delete_run()
file: tfx/tools/cli/commands/run.py
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McCabe index: 1
number of parameters: 6

id: 758
unit: def delete_pipeline()
file: tfx/tools/cli/commands/pipeline.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 6

id: 759
unit: def _decode_struct_value()
file: tfx/types/artifact.py
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size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 760
unit: def __repr__()
file: tfx/types/channel.py
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size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 761
unit: def replicate_artifacts()
file: tfx/types/artifact_utils.py
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McCabe index: 2
number of parameters: 2

id: 762
unit: def external_project_artifact_query()
file: tfx/types/channel_utils.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 763
unit: def write()
file: tfx/types/value_artifact.py
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McCabe index: 2
number of parameters: 2

id: 764
unit: def _put_default_dict()
file: tfx/types/component_spec.py
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McCabe index: 5
number of parameters: 2

id: 765
unit: def _put_default_list()
file: tfx/types/component_spec.py
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end line: 0
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McCabe index: 5
number of parameters: 1

id: 766
unit: def make_job_object()
file: tfx/utils/kube_utils.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 767
unit: def get_pod()
file: tfx/utils/kube_utils.py
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McCabe index: 3
number of parameters: 3

id: 768
unit: def __init__()
file: tfx/utils/logging_utils.py
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size: 9 LOC
McCabe index: 1
number of parameters: 5

id: 769
unit: def Do()
file: tfx/extensions/google_cloud_ai_platform/tuner/executor.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 7

id: 770
unit: def create_model_for_aip_prediction_if_not_exist()
file: tfx/extensions/google_cloud_ai_platform/runner.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 6

id: 771
unit: def deploy_model()
file: tfx/extensions/google_cloud_ai_platform/prediction_clients.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 10

id: 772
unit: def launch_job()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 773
unit: def _ConvertContextAndExamplesToElwc()
file: tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/component/executor.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 774
unit: def _AvroToExample()
file: tfx/components/example_gen/custom_executors/avro_executor.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 775
unit: def _ImportSerializedRecord()
file: tfx/components/example_gen/import_example_gen/executor.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 776
unit: def get_query_for_span()
file: tfx/components/example_gen/utils.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 777
unit: def get_pattern_for_span_version()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 4

id: 778
unit: def Do()
file: tfx/components/experimental/data_view/provider_executor.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 7

id: 779
unit: def record_batch_factory()
file: tfx/components/util/tfxio_utils.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 780
unit: def make_tfxio()
file: tfx/components/util/tfxio_utils.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 781
unit: def _MarkPushed()
file: tfx/components/pusher/executor.py
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end line: 0
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McCabe index: 2
number of parameters: 4

id: 782
unit: def _BuildPredictRequests()
file: tfx/components/infra_validator/request_builder.py
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end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 783
unit: def _make_docker_client()
file: tfx/components/infra_validator/model_server_runners/local_docker_runner.py
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end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 784
unit: def _find_host_port()
file: tfx/components/infra_validator/model_server_runners/local_docker_runner.py
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McCabe index: 3
number of parameters: 3

id: 785
unit: def __init__()
file: tfx/components/infra_validator/model_server_runners/local_docker_runner.py
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McCabe index: 1
number of parameters: 4

id: 786
unit: def load_statistics()
file: tfx/components/statistics_gen/stats_artifact_utils.py
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McCabe index: 2
number of parameters: 2

id: 787
unit: def GetCachePathEntry()
file: tfx/components/transform/executor_utils.py
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McCabe index: 5
number of parameters: 3

id: 788
unit: def _MakeDatasetList()
file: tfx/components/transform/executor.py
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McCabe index: 1
number of parameters: 0

id: 789
unit: def _load_tfjs_rewriter()
file: tfx/components/trainer/rewriting/rewriter_factory.py
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McCabe index: 2
number of parameters: 0

id: 790
unit: def _rewrite()
file: tfx/components/trainer/rewriting/tfjs_rewriter.py
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McCabe index: 2
number of parameters: 3

id: 791
unit: def _transform_labels()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
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McCabe index: 5
number of parameters: 2

id: 792
unit: def batched_iterator()
file: tfx/benchmarks/benchmark_utils.py
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McCabe index: 4
number of parameters: 2

id: 793
unit: def _get_property_value()
file: tfx/orchestration/experimental/core/garbage_collection.py
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McCabe index: 3
number of parameters: 2

id: 794
unit: def _is_inactivated()
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McCabe index: 1
number of parameters: 0

id: 795
unit: def __init__()
file: tfx/orchestration/experimental/core/event_observer.py
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McCabe index: 1
number of parameters: 1

id: 796
unit: def to_run_state_history()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 1

id: 797
unit: def __init__()
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McCabe index: 2
number of parameters: 1

id: 798
unit: def set_pipeline_execution_state()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 2

id: 799
unit: def get_pipeline_run_state()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 1

id: 800
unit: def get_previous_node_states_dict()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 3
number of parameters: 1

id: 801
unit: def _get_orchestrator_context()
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McCabe index: 2
number of parameters: 3

id: 802
unit: def stop_node_services()
file: tfx/orchestration/experimental/core/service_jobs.py
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McCabe index: 2
number of parameters: 3

id: 803
unit: def from_mlmd_value()
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McCabe index: 3
number of parameters: 2

id: 804
unit: def __init__()
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McCabe index: 1
number of parameters: 6

id: 805
unit: def register()
file: tfx/orchestration/experimental/interactive/visualizations.py
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McCabe index: 3
number of parameters: 2

id: 806
unit: def render_list()
file: tfx/orchestration/experimental/interactive/notebook_formatters.py
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McCabe index: 3
number of parameters: 3

id: 807
unit: def _get_pipeline_node()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/kubernetes_task_scheduler.py
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McCabe index: 4
number of parameters: 2

id: 808
unit: def StartPipeline()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/service/kubernetes_orchestrator_service.py
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McCabe index: 2
number of parameters: 3

id: 809
unit: def can_launch()
file: tfx/orchestration/launcher/docker_component_launcher.py
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McCabe index: 3
number of parameters: 3

id: 810
unit: def _register_context_type_if_not_exist()
file: tfx/orchestration/metadata.py
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McCabe index: 2
number of parameters: 4

id: 811
unit: def _pick_snapshot_node()
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McCabe index: 4
number of parameters: 4

id: 812
unit: def _get_node_context()
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McCabe index: 2
number of parameters: 2

id: 813
unit: def remove_stateful_working_dir()
file: tfx/orchestration/portable/outputs_utils.py
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McCabe index: 2
number of parameters: 1

id: 814
unit: def _is_type_match()
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McCabe index: 4
number of parameters: 2

id: 815
unit: def resolve_parameters()
file: tfx/orchestration/portable/inputs_utils.py
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McCabe index: 3
number of parameters: 1

id: 816
unit: def _create_server()
file: tfx/orchestration/portable/execution_watcher.py
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McCabe index: 2
number of parameters: 1

id: 817
unit: def __init__()
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McCabe index: 3
number of parameters: 4

id: 818
unit: def __init__()
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McCabe index: 3
number of parameters: 4

id: 819
unit: def serialize_mlmd_connection_config()
file: tfx/orchestration/python_execution_binary/python_execution_binary_utils.py
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McCabe index: 3
number of parameters: 1

id: 820
unit: def _encode_runtime_parameter()
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McCabe index: 3
number of parameters: 1

id: 821
unit: def _parse_flags()
file: tfx/orchestration/kubeflow/v2/file_based_example_gen/driver.py
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McCabe index: 1
number of parameters: 1

id: 822
unit: def setUpClass()
file: tfx/orchestration/kubeflow/v2/e2e_tests/base_test_case.py
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McCabe index: 5
number of parameters: 1

id: 823
unit: def pack_artifact_properties()
file: tfx/orchestration/kubeflow/v2/compiler_utils.py
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McCabe index: 3
number of parameters: 1

id: 824
unit: def fix_brackets()
file: tfx/orchestration/kubeflow/utils.py
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McCabe index: 2
number of parameters: 1

id: 825
unit: def set_exit_handler()
file: tfx/orchestration/kubeflow/kubeflow_dag_runner.py
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McCabe index: 2
number of parameters: 2

id: 826
unit: def _render_artifact_as_mdstr()
file: tfx/orchestration/kubeflow/container_entrypoint.py
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McCabe index: 4
number of parameters: 1

id: 827
unit: def copy()
file: tfx/dsl/io/plugins/local.py
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McCabe index: 4
number of parameters: 3

id: 828
unit: def rename()
file: tfx/dsl/io/plugins/local.py
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McCabe index: 4
number of parameters: 3

id: 829
unit: def rename()
file: tfx/dsl/io/fileio.py
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McCabe index: 2
number of parameters: 3

id: 830
unit: def _generic_getitem()
file: tfx/dsl/component/experimental/annotations.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 831
unit: def _default_type_inferrer()
file: tfx/dsl/input_resolution/resolver_function.py
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end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 2

id: 832
unit: def apply()
file: tfx/dsl/input_resolution/ops/latest_create_time_op.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 833
unit: def _check_kwargs()
file: tfx/dsl/input_resolution/resolver_op.py
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end line: 0
size: 9 LOC
McCabe index: 6
number of parameters: 3

id: 834
unit: def __exit__()
file: tfx/dsl/context_managers/dsl_context_manager.py
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end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 4

id: 835
unit: def generate_output_dict()
file: tfx/dsl/components/common/importer.py
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end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 836
unit: def join()
file: tfx/dsl/placeholder/placeholder.py
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size: 9 LOC
McCabe index: 3
number of parameters: 3

id: 837
unit: def _compile_input_spec()
file: tfx/dsl/compiler/node_inputs_compiler.py
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size: 9 LOC
McCabe index: 1
number of parameters: 0

id: 838
unit: def _validate_pipeline()
file: tfx/dsl/compiler/compiler.py
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size: 9 LOC
McCabe index: 6
number of parameters: 2

id: 839
unit: def __init__()
file: tfx/dsl/compiler/compiler_context.py
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size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 840
unit: def validate_dynamic_exec_ph_operator()
file: tfx/dsl/compiler/compiler_utils.py
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end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 1

id: 841
unit: def _resolve_list_concat_operator()
file: tfx/dsl/compiler/placeholder_utils.py
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end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 2

id: 842
unit: def _resolve_unary_logical_operator()
file: tfx/dsl/compiler/placeholder_utils.py
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end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 843
unit: def make_extra_packages_examples()
file: tfx/dependencies.py
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end line: 0
size: 9 LOC
McCabe index: 7
number of parameters: 0

id: 844
unit: def _copy_tensor_value()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/beam_pipeline.py
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size: 8 LOC
McCabe index: 2
number of parameters: 7

id: 845
unit: def _create_placeholder_node_from_existing_node()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/graph_partition.py
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size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 846
unit: def _modify_execution_specs_for_input_validity()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/graph_partition.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 847
unit: def list_pipelines()
file: tfx/tools/cli/handler/airflow_handler.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 848
unit: def list_pipelines()
file: tfx/tools/cli/handler/vertex_handler.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 849
unit: def patch()
file: tfx/tools/cli/handler/dag_runner_patcher.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 850
unit: def delete_pipeline()
file: tfx/tools/cli/handler/kubeflow_handler.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 851
unit: def _get_pipeline_id()
file: tfx/tools/cli/handler/kubeflow_handler.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 852
unit: def get_schema()
file: tfx/tools/cli/handler/base_handler.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 853
unit: def list_pipelines()
file: tfx/tools/cli/handler/beam_handler.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 854
unit: def create_run()
file: tfx/tools/cli/handler/beam_handler.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 855
unit: def list_pipelines()
file: tfx/tools/cli/commands/pipeline.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 5

id: 856
unit: def set_mlmd_artifact()
file: tfx/types/artifact.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 857
unit: def set_mlmd_artifact_type()
file: tfx/types/artifact.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 858
unit: def _get_system_property()
file: tfx/types/artifact.py
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end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 2

id: 859
unit: def __repr__()
file: tfx/types/channel.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 860
unit: def external_pipeline_artifact_query()
file: tfx/types/channel_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 861
unit: def get_image_version()
file: tfx/utils/version_utils.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 862
unit: def documented()
file: tfx/utils/doc_controls.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 863
unit: def _get_nested_attr()
file: tfx/utils/name_utils.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 864
unit: def should_copy()
file: tfx/utils/io_utils.py
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end line: 0
size: 8 LOC
McCabe index: 7
number of parameters: 1

id: 865
unit: def _LoadConfig()
file: tfx/utils/kube_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 1

id: 866
unit: def import_class_by_path()
file: tfx/utils/import_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 867
unit: def parse_gcp_project()
file: tfx/extensions/google_cloud_big_query/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 868
unit: def _prepare_output_artifacts()
file: tfx/components/example_gen/driver.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 869
unit: def get_input_processor()
file: tfx/components/example_gen/driver.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 870
unit: def get_tune_args()
file: tfx/components/tuner/executor.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 871
unit: def __init__()
file: tfx/components/model_validator/component.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 872
unit: def __init__()
file: tfx/components/util/udf_utils.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 873
unit: def get_file_format()
file: tfx/components/util/examples_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 874
unit: def _get_container_or_error()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 875
unit: def Start()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 876
unit: def Stop()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 877
unit: def _Do()
file: tfx/components/infra_validator/executor.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 878
unit: def _CreateWarmupModel()
file: tfx/components/infra_validator/executor.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 879
unit: def MaybeBindCustomConfig()
file: tfx/components/transform/executor_utils.py
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end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 3

id: 880
unit: def _create_tflite_compatible_saved_model()
file: tfx/components/trainer/rewriting/tflite_rewriter.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 881
unit: def _invoke_rewriter()
file: tfx/components/trainer/rewriting/converters.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 882
unit: def _run_model_inference()
file: tfx/components/bulk_inferrer/executor.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 883
unit: def report_benchmark()
file: tfx/benchmarks/tft_benchmark_base.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 884
unit: def benchmarkMetricsPlotsAndValidationsEvaluatorAUC10k()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 885
unit: def report_benchmark()
file: tfx/benchmarks/tfma_benchmark_base.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 886
unit: def _get_output_artifacts_for_node()
file: tfx/orchestration/experimental/core/garbage_collection.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 887
unit: def _update_execution_state_in_mlmd()
file: tfx/orchestration/experimental/core/post_execution_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 888
unit: def enqueue()
file: tfx/orchestration/experimental/core/task_queue.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 889
unit: def testonly_wait()
file: tfx/orchestration/experimental/core/event_observer.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 0

id: 890
unit: def shutdown()
file: tfx/orchestration/experimental/core/event_observer.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 891
unit: def decode()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 892
unit: def __init__()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 893
unit: def get_node_states_dict()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 894
unit: def __exit__()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 895
unit: def load_all()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 896
unit: def get_node_run_states_history()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 897
unit: def get_executor_spec()
file: tfx/orchestration/experimental/core/task_gen_utils.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 898
unit: def _get_pipeline_view()
file: tfx/orchestration/experimental/core/task_schedulers/subpipeline_task_scheduler.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 899
unit: def _visit_pipeline_nodes_recursively()
file: tfx/orchestration/experimental/core/task_schedulers/subpipeline_task_scheduler.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 900
unit: def display()
file: tfx/orchestration/experimental/interactive/standard_visualizations.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 901
unit: def _extended_getattr()
file: tfx/orchestration/experimental/interactive/notebook_formatters.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 902
unit: def _create_mlmd_connection()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/main.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 903
unit: def __init__()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 904
unit: def _extract_downstream_ids()
file: tfx/orchestration/experimental/kubernetes/kubernetes_remote_runner.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 905
unit: def sqlite_metadata_connection_config()
file: tfx/orchestration/metadata.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 906
unit: def _get_all_runs()
file: tfx/orchestration/metadata_test_utils.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 907
unit: def testArtifactTypeRegistrationForwardCompatible()
file: tfx/orchestration/metadata_test_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 908
unit: def testContext()
file: tfx/orchestration/metadata_test_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 909
unit: def mark_pipeline()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 910
unit: def populate_output_artifact()
file: tfx/orchestration/portable/outputs_utils.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 911
unit: def _build_pod_name()
file: tfx/orchestration/portable/kubernetes_executor_operator.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 912
unit: def __init__()
file: tfx/orchestration/portable/python_driver_operator.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 3

id: 913
unit: def get_artifact_ids_by_event_type_for_execution_id()
file: tfx/orchestration/portable/mlmd/execution_lib.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 914
unit: def get_input_artifacts()
file: tfx/orchestration/portable/mlmd/execution_lib.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 915
unit: def get_output_artifacts()
file: tfx/orchestration/portable/mlmd/execution_lib.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 916
unit: def put_parent_context_if_not_exists()
file: tfx/orchestration/portable/mlmd/context_lib.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 917
unit: def get_cache_context()
file: tfx/orchestration/portable/cache_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 918
unit: def _set_execution_result_if_not_empty()
file: tfx/orchestration/portable/execution_publish_utils.py
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end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 2

id: 919
unit: def register_execution()
file: tfx/orchestration/portable/execution_publish_utils.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 920
unit: def _run_driver()
file: tfx/orchestration/python_execution_binary/entrypoint.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 921
unit: def _strip_begin_node_suffix()
file: tfx/orchestration/node_proto_view.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 922
unit: def node_info()
file: tfx/orchestration/node_proto_view.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 923
unit: def _replace_placeholder()
file: tfx/orchestration/kubeflow/base_component.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 924
unit: def get_default_pipeline_operator_funcs()
file: tfx/orchestration/kubeflow/kubeflow_dag_runner.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 925
unit: def __exit__()
file: tfx/orchestration/mlmd_connection_manager.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 926
unit: def _extract_func_args()
file: tfx/dsl/component/experimental/decorators.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 927
unit: def _resolve()
file: tfx/dsl/input_resolution/strategies/latest_artifact_strategy.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 928
unit: def latest_pipeline_run_outputs()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 929
unit: def _infer_latest_pipeline_run_type()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 930
unit: def _register_op()
file: tfx/dsl/input_resolution/ops/ops.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 931
unit: def get_by_class_path()
file: tfx/dsl/input_resolution/ops/ops.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 932
unit: def __call__()
file: tfx/dsl/input_resolution/resolver_op.py
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size: 8 LOC
McCabe index: 1
number of parameters: 5

id: 933
unit: def use_registry()
file: tfx/dsl/context_managers/dsl_context_registry.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 934
unit: def pre_execution()
file: tfx/dsl/components/common/importer.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 935
unit: def pre_execution()
file: tfx/dsl/components/common/resolver.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 936
unit: def _get_tmp_dir()
file: tfx/dsl/components/base/base_executor.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 937
unit: def _generate_output_uri()
file: tfx/dsl/components/base/base_driver.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 938
unit: def _prepare_output_artifacts()
file: tfx/dsl/components/base/base_driver.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 939
unit: def pre_execution()
file: tfx/dsl/components/base/base_driver.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 940
unit: def ensure_topological_order()
file: tfx/dsl/compiler/compiler_utils.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 941
unit: def _resolve_concat_operator()
file: tfx/dsl/compiler/placeholder_utils.py
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end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 942
unit: def make_extra_packages_docker_image()
file: tfx/dependencies.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 0

id: 943
unit: def make_extra_packages_tf_ranking()
file: tfx/dependencies.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 0

id: 944
unit: def save_examples_as_graphdefs()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/create_complex_graph.py
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 945
unit: def preprocessing_fn()
file: tfx/experimental/templates/penguin/models/preprocessing.py
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end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 946
unit: def _get_endpoint()
file: tfx/experimental/templates/container_based_test_case.py
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end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 947
unit: def _parse_run_id()
file: tfx/experimental/templates/container_based_test_case.py
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unit: def _FindVolumeMountForPath()
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file: tfx/orchestration/portable/outputs_utils.py
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file: tfx/orchestration/local/runner_utils.py
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file: tfx/orchestration/beam/beam_dag_runner.py
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file: tfx/orchestration/beam/beam_dag_runner.py
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id: 1037
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file: tfx/orchestration/kubeflow/v2/file_based_example_gen/driver.py
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id: 1039
unit: def tearDownClass()
file: tfx/orchestration/kubeflow/v2/e2e_tests/base_test_case.py
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id: 1040
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file: tfx/orchestration/kubeflow/container_entrypoint.py
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file: tfx/dsl/experimental/conditionals/conditional.py
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file: tfx/dsl/component/experimental/container_component.py
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file: tfx/dsl/input_resolution/ops/ops_utils.py
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file: tfx/dsl/components/common/importer.py
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unit: def exec_properties()
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unit: def _validate_component_class()
file: tfx/dsl/components/base/base_beam_component.py
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file: tfx/dsl/placeholder/placeholder.py
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file: tfx/dsl/compiler/compiler.py
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unit: def build_channel_to_key_fn()
file: tfx/dsl/compiler/compiler_utils.py
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unit: def make_extra_packages_flax()
file: tfx/dependencies.py
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unit: def finalize_options()
file: setup.py
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unit: def remote_op_a()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/create_complex_graph.py
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id: 1065
unit: def ExecuteGraph()
file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/beam_pipeline.py
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McCabe index: 4
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id: 1424
unit: def __eq__()
file: tfx/types/component_spec.py
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size: 4 LOC
McCabe index: 4
number of parameters: 2

id: 1425
unit: def is_homogeneous_artifact_list()
file: tfx/utils/typing_utils.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 1426
unit: def write_string_file()
file: tfx/utils/io_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1427
unit: def write_bytes_file()
file: tfx/utils/io_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1428
unit: def parse_pbtxt_file()
file: tfx/utils/io_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1429
unit: def parse_json_file()
file: tfx/utils/io_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1430
unit: def inside_cluster()
file: tfx/utils/kube_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1431
unit: def MakeCoreV1Api()
file: tfx/utils/kube_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1432
unit: def MakeBatchV1Api()
file: tfx/utils/kube_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1433
unit: def sanitize_pod_name()
file: tfx/utils/kube_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1434
unit: def is_expired()
file: tfx/utils/governance_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1435
unit: def from_json_dict()
file: tfx/utils/json_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1436
unit: def encode()
file: tfx/utils/json_utils.py
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size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1437
unit: def eval_model_dir()
file: tfx/utils/path_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1438
unit: def serving_model_dir()
file: tfx/utils/path_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1439
unit: def deserialize_proto_message()
file: tfx/utils/proto_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1440
unit: def __init__()
file: tfx/utils/status.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1441
unit: def _validate_callable()
file: tfx/utils/deprecation_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1442
unit: def get_first_nondeprecated_class()
file: tfx/utils/deprecation_utils.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 1443
unit: def get_service_name_and_api_version()
file: tfx/extensions/google_cloud_ai_platform/runner.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1444
unit: def create_model_for_aip_prediction_if_not_exist()
file: tfx/extensions/google_cloud_ai_platform/prediction_clients.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 1445
unit: def create_training_job()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 8

id: 1446
unit: def create_client()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1447
unit: def __init__()
file: tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/component/executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 1448
unit: def GenerateExamplesByBeam()
file: tfx/components/example_gen/base_example_gen_executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1449
unit: def _get_target_span_version()
file: tfx/components/example_gen/utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1450
unit: def calculate_splits_fingerprint_span_and_version()
file: tfx/components/example_gen/utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1451
unit: def get_input_fingerprint()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1452
unit: def get_input_fingerprint()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1453
unit: def get_latest_span()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1454
unit: def read()
file: tfx/components/example_gen/csv_example_gen/executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1455
unit: def _fetch_last_blessed_model()
file: tfx/components/model_validator/driver.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1456
unit: def should_package_user_modules()
file: tfx/components/util/udf_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 1457
unit: def _GetModelStatus()
file: tfx/components/infra_validator/model_server_clients/tensorflow_serving_client.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1458
unit: def GetEndpoint()
file: tfx/components/infra_validator/model_server_runners/local_docker_runner.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1459
unit: def _is_subdirectory()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1460
unit: def __repr__()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1461
unit: def __init__()
file: tfx/components/infra_validator/executor.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1462
unit: def __init__()
file: tfx/components/transform/executor.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1463
unit: def _GenerateAndMaybeValidateStats()
file: tfx/components/transform/executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1464
unit: def _DecodesSequenceExamplesAsRawRecords()
file: tfx/components/transform/executor.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1465
unit: def included()
file: tfx/components/example_diff/executor.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1466
unit: def _parse_example()
file: tfx/components/example_diff/executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1467
unit: def __init__()
file: tfx/components/trainer/rewriting/converters.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1468
unit: def _RunInference()
file: tfx/components/bulk_inferrer/executor.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1469
unit: def __init__()
file: tfx/benchmarks/tft_benchmark_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1470
unit: def __init__()
file: tfx/benchmarks/tft_benchmark_chicago_taxi.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1471
unit: def __init__()
file: tfx/benchmarks/benchmark_dataset.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1472
unit: def __init__()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1473
unit: def benchmarkMetricsPlotsAndValidationsEvaluatorManualActuationNoConfidenceIntervals()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1474
unit: def benchmarkMetricsPlotsAndValidationsEvaluatorManualActuationNoConfidenceIntervalsMultiModel()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1475
unit: def benchmarkMetricsPlotsAndValidationsEvaluatorManualActuationWithConfidenceIntervals()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1476
unit: def benchmarkMetricsPlotsAndValidationsEvaluatorManualActuationWithConfidenceIntervalsMultiModel()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1477
unit: def tf_metadata_schema_path()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1478
unit: def __init__()
file: tfx/benchmarks/tfma_benchmark_base.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1479
unit: def _artifacts_not_in_use()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1480
unit: def _artifacts_not_most_recently_published()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1481
unit: def _artifacts_not_kept_by_property_value_groups()
file: tfx/orchestration/experimental/core/garbage_collection.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1482
unit: def get_artifacts_to_garbage_collect_for_node()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1483
unit: def exec_node_task_id_from_node()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1484
unit: def __enter__()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1485
unit: def stop_pipeline()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1486
unit: def _check_nodes_exist()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1487
unit: def stop_node()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1488
unit: def _initiate_pipeline_update()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1489
unit: def _wait_for_node_inactivation()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1490
unit: def _load_reused_pipeline_view()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1491
unit: def resume_pipeline()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1492
unit: def orchestrate()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1493
unit: def _cancel_executions()
file: tfx/orchestration/experimental/core/pipeline_ops.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1494
unit: def done()
file: tfx/orchestration/experimental/core/event_observer.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1495
unit: def __init__()
file: tfx/orchestration/experimental/core/mlmd_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1496
unit: def __init__()
file: tfx/orchestration/experimental/core/mlmd_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1497
unit: def evict_from_cache()
file: tfx/orchestration/experimental/core/mlmd_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1498
unit: def status()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1499
unit: def record_state_change_time()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1500
unit: def pipeline_run_id()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1501
unit: def initiate_update()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1502
unit: def is_update_initiated()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1503
unit: def save_property()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1504
unit: def remove_property()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1505
unit: def get_orchestration_options()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1506
unit: def _check_context()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 1

id: 1507
unit: def pipeline()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 1

id: 1508
unit: def pipeline_run_id()
file: tfx/orchestration/experimental/core/pipeline_state.py
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McCabe index: 2
number of parameters: 1

id: 1509
unit: def pipeline_status_message()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1510
unit: def get_orchestrator_contexts()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1511
unit: def _base64_decode_pipeline()
file: tfx/orchestration/experimental/core/pipeline_state.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1512
unit: def _log_node_state_change()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1513
unit: def ensure_node_services()
file: tfx/orchestration/experimental/core/service_jobs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1514
unit: def stop_node_services()
file: tfx/orchestration/experimental/core/service_jobs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1515
unit: def is_pure_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1516
unit: def is_mixed_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1517
unit: def is_pure_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1518
unit: def is_mixed_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1519
unit: def generate_resolved_info()
file: tfx/orchestration/experimental/core/task_gen_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1520
unit: def get_executions()
file: tfx/orchestration/experimental/core/task_gen_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1521
unit: def register_executions_from_existing_executions()
file: tfx/orchestration/experimental/core/task_gen_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1522
unit: def __init__()
file: tfx/orchestration/experimental/core/task_manager.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1523
unit: def cancel()
file: tfx/orchestration/experimental/core/task_manager.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1524
unit: def __str__()
file: tfx/orchestration/experimental/core/task_manager.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1525
unit: def done()
file: tfx/orchestration/experimental/core/task_manager.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1526
unit: def set_mlmd_value()
file: tfx/orchestration/experimental/core/task_schedulers/manual_task_scheduler.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1527
unit: def display()
file: tfx/orchestration/experimental/interactive/standard_visualizations.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1528
unit: def main()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/main.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1529
unit: def __init__()
file: tfx/orchestration/experimental/kubernetes/kubernetes_dag_runner.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1530
unit: def _render_items()
file: tfx/orchestration/launcher/container_common.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 1531
unit: def can_launch()
file: tfx/orchestration/launcher/base_component_launcher.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1532
unit: def __init__()
file: tfx/orchestration/metadata.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1533
unit: def store()
file: tfx/orchestration/metadata.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1534
unit: def __init__()
file: tfx/orchestration/config/kubernetes_component_config.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 1535
unit: def _ensure_not_full_run()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1536
unit: def _ensure_no_partial_run_marks()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 1537
unit: def reuse_node_outputs()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1538
unit: def get_stateful_working_directory()
file: tfx/orchestration/portable/outputs_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1539
unit: def _is_artifact_reimported()
file: tfx/orchestration/portable/importer_node_handler.py
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end line: 0
size: 4 LOC
McCabe index: 4
number of parameters: 3

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unit: def run_executor()
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unit: def merge_updated_output_artifacts()
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id: 1542
unit: def _create_artifact_and_event_pairs()
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unit: def _register_context_if_not_exist()
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unit: def _get_output_artifacts()
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unit: def _resolve_mixed_inputs()
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unit: def join()
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unit: def with_execution_watcher()
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unit: def resolve_input_artifacts()
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unit: def get_metadata_value()
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id: 1551
unit: def run_with_ir()
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unit: def serialize_execution_info()
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unit: def run_with_ir()
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unit: def process()
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unit: def _check_name()
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unit: def __init__()
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unit: def attach_parameter()
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unit: def _parse_parameter_from_pipeline()
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id: 1571
unit: def resolver_function()
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id: 1572
unit: def _get_model_to_evaluate()
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unit: def __init__()
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unit: def find()
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unit: def union()
file: tfx/dsl/input_resolution/ops/group_by_lineage_op.py
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id: 1576
unit: def validate_input_dict()
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unit: def __eq__()
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unit: def __eq__()
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unit: def __eq__()
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id: 1582
unit: def get_nodes()
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unit: def get()
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unit: def _build_input_dict()
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unit: def exec_properties()
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unit: def __init__()
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unit: def to_json_dict()
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id: 1588
unit: def add_upstream_node()
file: tfx/dsl/components/base/base_node.py
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id: 1589
unit: def remove_upstream_node()
file: tfx/dsl/components/base/base_node.py
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id: 1590
unit: def add_downstream_node()
file: tfx/dsl/components/base/base_node.py
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id: 1591
unit: def remove_downstream_node()
file: tfx/dsl/components/base/base_node.py
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id: 1592
unit: def get_tmp_path()
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unit: def enter()
file: tfx/dsl/control_flow/for_each.py
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id: 1619
unit: def _compile_conditionals()
file: tfx/dsl/compiler/node_inputs_compiler.py
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id: 1620
unit: def _compile_inputs_for_dynamic_properties()
file: tfx/dsl/compiler/node_inputs_compiler.py
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id: 1621
unit: def compile_node_inputs()
file: tfx/dsl/compiler/node_inputs_compiler.py
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file: tfx/dsl/compiler/compiler.py
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unit: def get_node_context()
file: tfx/dsl/compiler/compiler_context.py
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id: 1624
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file: tfx/dsl/compiler/compiler_utils.py
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id: 1627
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file: tfx/dependencies.py
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id: 1629
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id: 1630
unit: def make_extra_packages_tfdf()
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id: 1631
unit: def finalize_options()
file: setup.py
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id: 1632
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file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/beam_pipeline.py
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id: 1633
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file: tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/graph_partition.py
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id: 1635
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id: 1636
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id: 1637
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file: tfx/experimental/templates/container_based_test_case.py
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file: tfx/tools/cli/handler/airflow_handler.py
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file: tfx/tools/cli/handler/beam_handler.py
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id: 1652
unit: def _generate_default()
file: tfx/tools/cli/container_builder/dockerfile.py
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unit: def __repr__()
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unit: def name()
file: tfx/types/artifact.py
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unit: def producer_component_id()
file: tfx/types/channel.py
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unit: def __repr__()
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unit: def _validate_output_key()
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unit: def pipeline()
file: tfx/types/channel.py
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id: 1659
unit: def encode_placeholder_with_channels()
file: tfx/types/channel_utils.py
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id: 1660
unit: def _ValueArtifactType()
file: tfx/types/value_artifact.py
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McCabe index: 1
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id: 1662
unit: def __repr__()
file: tfx/types/component_spec.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1663
unit: def make_model_path()
file: tfx/utils/model_paths/tf_serving_flavor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1664
unit: def unwrap_channel_dict()
file: tfx/utils/channel.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1665
unit: def _is_valid_name()
file: tfx/utils/name_utils.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 1666
unit: def delete_dir()
file: tfx/utils/io_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1667
unit: def load_csv_column_names()
file: tfx/utils/io_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1668
unit: def __init__()
file: tfx/utils/kube_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1669
unit: def count_registered()
file: tfx/utils/import_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1670
unit: def __init__()
file: tfx/utils/json_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1671
unit: def write_anomalies()
file: tfx/utils/writer_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1672
unit: def proto_to_json()
file: tfx/utils/proto_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1673
unit: def proto_to_dict()
file: tfx/utils/proto_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1674
unit: def dict_to_proto()
file: tfx/utils/proto_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1675
unit: def _need_chief_oracle()
file: tfx/extensions/google_cloud_ai_platform/tuner/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 2

id: 1676
unit: def _get_tf_runtime_version()
file: tfx/extensions/google_cloud_ai_platform/prediction_clients.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1677
unit: def __init__()
file: tfx/extensions/google_cloud_ai_platform/prediction_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1678
unit: def get_prediction_client()
file: tfx/extensions/google_cloud_ai_platform/prediction_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1679
unit: def _get_inference_spec()
file: tfx/extensions/google_cloud_ai_platform/bulk_inferrer/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1680
unit: def __init__()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1681
unit: def get_job_state()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1682
unit: def get_job()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1683
unit: def get_job_client()
file: tfx/extensions/google_cloud_ai_platform/training_clients.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1684
unit: def __init__()
file: tfx/components/example_gen/write_split.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1685
unit: def span_number_to_date()
file: tfx/components/example_gen/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1686
unit: def _find_matched_span_version_from_path()
file: tfx/components/example_gen/utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1687
unit: def get_pattern_for_span_version()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1688
unit: def get_pattern_for_span_version()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1689
unit: def get_input_fingerprint()
file: tfx/components/example_gen/input_processor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1690
unit: def __init__()
file: tfx/components/example_gen/driver.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1691
unit: def __init__()
file: tfx/components/example_gen/csv_example_gen/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1692
unit: def _reset()
file: tfx/components/example_gen/csv_example_gen/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1693
unit: def write()
file: tfx/components/example_gen/csv_example_gen/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1694
unit: def __init__()
file: tfx/components/example_gen/csv_example_gen/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1695
unit: def _get_ephemeral_setup_py_contents()
file: tfx/components/util/udf_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1696
unit: def get_tf_dataset_factory_from_artifact()
file: tfx/components/util/tfxio_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1697
unit: def get_record_batch_factory_from_artifact()
file: tfx/components/util/tfxio_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1698
unit: def get_data_view_decode_fn_from_artifact()
file: tfx/components/util/tfxio_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1699
unit: def __init__()
file: tfx/components/infra_validator/request_builder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1700
unit: def __repr__()
file: tfx/components/infra_validator/model_server_runners/local_docker_runner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1701
unit: def container_port()
file: tfx/components/infra_validator/serving_bins.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1702
unit: def image()
file: tfx/components/infra_validator/serving_bins.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1703
unit: def MakeEnvVars()
file: tfx/components/infra_validator/serving_bins.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1704
unit: def MakeDockerRunParams()
file: tfx/components/infra_validator/serving_bins.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1705
unit: def MakeClient()
file: tfx/components/infra_validator/serving_bins.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1706
unit: def MakeClient()
file: tfx/components/infra_validator/serving_bins.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1707
unit: def _make_schema_from_config()
file: tfx/components/distribution_validator/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1708
unit: def _add_anomalies_for_missing_comparisons()
file: tfx/components/distribution_validator/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1709
unit: def main()
file: tfx/components/transform/run_executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1710
unit: def __init__()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1711
unit: def file_pattern()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1712
unit: def stats_output_path()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1713
unit: def materialize_output_path()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1714
unit: def index()
file: tfx/components/transform/executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1715
unit: def dataset_key()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1716
unit: def data_format()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1717
unit: def file_format()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1718
unit: def standardized()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1719
unit: def transformed()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1720
unit: def transformed_and_standardized()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1721
unit: def tfxio()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1722
unit: def _GetSchema()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1723
unit: def __init__()
file: tfx/components/transform/executor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1724
unit: def create_rewriter()
file: tfx/components/trainer/rewriting/rewriter_factory.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1725
unit: def _rewrite()
file: tfx/components/trainer/rewriting/rewriter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1726
unit: def _pre_rewrite_validate()
file: tfx/components/trainer/rewriting/tflite_rewriter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1727
unit: def _pre_rewrite_validate()
file: tfx/components/trainer/rewriting/tfjs_rewriter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 1728
unit: def _parse_classify_log()
file: tfx/components/bulk_inferrer/prediction_to_example_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1729
unit: def _parse_predict_log()
file: tfx/components/bulk_inferrer/prediction_to_example_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1730
unit: def benchmarkRunMetaGraphDoFnManualActuation()
file: tfx/benchmarks/tft_benchmark_base.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1731
unit: def benchmarkTF2RunMetaGraphDoFnManualActuation()
file: tfx/benchmarks/tft_benchmark_base.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1732
unit: def _num_analyzers()
file: tfx/benchmarks/tft_benchmark_chicago_taxi.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1733
unit: def get_dataset()
file: tfx/benchmarks/benchmark_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1734
unit: def main()
file: tfx/scripts/run_executor.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1735
unit: def _group_artifacts_by_output_key()
file: tfx/orchestration/experimental/core/garbage_collection.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1736
unit: def _artifacts_to_garbage_collect_for_policy()
file: tfx/orchestration/experimental/core/garbage_collection.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1737
unit: def contains_task_id()
file: tfx/orchestration/experimental/core/task_queue.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1738
unit: def is_empty()
file: tfx/orchestration/experimental/core/task_queue.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1739
unit: def __exit__()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 1740
unit: def register()
file: tfx/orchestration/experimental/core/task_scheduler.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1741
unit: def register_observer()
file: tfx/orchestration/experimental/core/event_observer.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1742
unit: def clear_cache()
file: tfx/orchestration/experimental/core/mlmd_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1743
unit: def is_startable()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1744
unit: def is_stoppable()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1745
unit: def latest_running_time_s()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1746
unit: def is_node_state_success()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1747
unit: def last_state_change_time_secs()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1748
unit: def testonly_reset()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1749
unit: def execution()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1750
unit: def is_active()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1751
unit: def is_stop_initiated()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1752
unit: def get_pipeline_execution_state()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1753
unit: def get_property()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1754
unit: def pipeline_creation_time_secs_since_epoch()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1755
unit: def get_property()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1756
unit: def pipeline_id_from_orchestrator_context()
file: tfx/orchestration/experimental/core/pipeline_state.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1757
unit: def __init__()
file: tfx/orchestration/experimental/core/task_manager.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1758
unit: def _generate_tasks_from_resolved_inputs()
file: tfx/orchestration/experimental/core/sync_pipeline_task_gen.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1759
unit: def _upstream_nodes_successful()
file: tfx/orchestration/experimental/core/sync_pipeline_task_gen.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1760
unit: def __init__()
file: tfx/orchestration/experimental/interactive/execution_result.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1761
unit: def register_standard_visualizations()
file: tfx/orchestration/experimental/interactive/standard_visualizations.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 0

id: 1762
unit: def skip_for_export()
file: tfx/orchestration/experimental/interactive/notebook_extensions/skip.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 1763
unit: def _generate_component_name_suffix()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/kubernetes_job_runner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 0

id: 1764
unit: def __init__()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/kubernetes_job_runner.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1765
unit: def _create_execution_invocation_proto()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/kubernetes_task_scheduler.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1766
unit: def Echo()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/service/kubernetes_orchestrator_service.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1767
unit: def _sleep_tick_duration_secs()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/main.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1768
unit: def get_artifacts_by_type()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1769
unit: def _get_legacy_producer_component_id()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1770
unit: def _register_context_if_not_exist()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1771
unit: def register_pipeline_contexts_if_not_exists()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1772
unit: def find_component_launch_info()
file: tfx/orchestration/config/config_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1773
unit: def set_latest_pipeline_run_strategy()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 1774
unit: def set_base_pipeline_run_strategy()
file: tfx/orchestration/portable/partial_run_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1775
unit: def _get_cached_execution_contexts()
file: tfx/orchestration/portable/partial_run_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1776
unit: def _extract_proto_map()
file: tfx/orchestration/portable/importer_node_handler.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1777
unit: def _build_pod_manifest()
file: tfx/orchestration/portable/kubernetes_executor_operator.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1778
unit: def run_with_executor()
file: tfx/orchestration/portable/python_executor_operator.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 1779
unit: def _merge_output_artifact()
file: tfx/orchestration/portable/merge_utils.py
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id: 1783
unit: def get_executions_associated_with_all_contexts()
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id: 1798
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unit: def get_cached_outputs()
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id: 1802
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unit: def UpdateExecutionInfo()
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id: 1804
unit: def unpack_executor_output_artifacts()
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id: 1805
unit: def extract_executor_spec()
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unit: def extract_custom_driver_spec()
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id: 1807
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unit: def finalize()
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id: 1809
unit: def deserialize_executable_spec()
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id: 1810
unit: def serialize_executable_spec()
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id: 1811
unit: def raw_proto()
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id: 1812
unit: def get_view()
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id: 1813
unit: def parse_raw_artifact_dict()
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id: 1814
unit: def main()
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id: 1816
unit: def __exit__()
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id: 1817
unit: def _resolve_command_line()
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id: 1819
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id: 1822
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unit: def __getitem__()
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unit: def resolve_artifacts()
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unit: def __init__()
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unit: def resolve_artifacts()
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unit: def resolve_artifacts()
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id: 1835
unit: def output_type_inferrer()
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id: 1836
unit: def apply()
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unit: def apply()
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id: 1838
unit: def apply()
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unit: def apply()
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id: 1840
unit: def validate()
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id: 1841
unit: def __set__()
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id: 1842
unit: def __repr__()
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id: 1843
unit: def _check_mutable()
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unit: def new_registry()
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id: 1845
unit: def resolve_artifacts()
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unit: def __init__()
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unit: def __reduce__()
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id: 1853
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unit: def __getitem__()
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unit: def run()
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unit: def _delete_target_container_image()
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id: 1897
unit: def _get_raw_feature_spec()
file: tfx/experimental/templates/taxi/models/estimator_model/model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1898
unit: def transformed_name()
file: tfx/experimental/templates/taxi/models/features.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1899
unit: def vocabulary_name()
file: tfx/experimental/templates/taxi/models/features.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1900
unit: def transformed_names()
file: tfx/experimental/templates/taxi/models/features.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1901
unit: def _get_execution_dict()
file: tfx/experimental/pipeline_testing/pipeline_recorder_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1902
unit: def __init__()
file: tfx/tools/cli/cli_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1903
unit: def update_pipeline()
file: tfx/tools/cli/handler/airflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1904
unit: def delete_run()
file: tfx/tools/cli/handler/airflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1905
unit: def terminate_run()
file: tfx/tools/cli/handler/airflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1906
unit: def _get_dag_runner_patcher()
file: tfx/tools/cli/handler/local_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1907
unit: def get_runner_class()
file: tfx/tools/cli/handler/airflow_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1908
unit: def update_pipeline()
file: tfx/tools/cli/handler/vertex_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1909
unit: def _get_pipeline_dir()
file: tfx/tools/cli/handler/vertex_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1910
unit: def get_runner_class()
file: tfx/tools/cli/handler/dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1911
unit: def run_called()
file: tfx/tools/cli/handler/dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1912
unit: def update_pipeline()
file: tfx/tools/cli/handler/kubeflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1913
unit: def _get_experiment_name()
file: tfx/tools/cli/handler/kubeflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1914
unit: def _get_run_job_name()
file: tfx/tools/cli/handler/kubeflow_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1915
unit: def get_runner_class()
file: tfx/tools/cli/handler/kubeflow_v2_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1916
unit: def __init__()
file: tfx/tools/cli/handler/beam_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1917
unit: def get_runner_class()
file: tfx/tools/cli/handler/beam_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1918
unit: def _templates_src_dir()
file: tfx/tools/cli/handler/template_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1919
unit: def create_pipeline()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1920
unit: def update_pipeline()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1921
unit: def list_pipelines()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1922
unit: def delete_pipeline()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1923
unit: def compile_pipeline()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1924
unit: def create_run()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1925
unit: def delete_run()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1926
unit: def terminate_run()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1927
unit: def list_runs()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1928
unit: def get_run()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1929
unit: def _get_pipeline_info_path()
file: tfx/tools/cli/handler/base_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1930
unit: def _get_dag_runner_patcher()
file: tfx/tools/cli/handler/beam_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1931
unit: def update_pipeline()
file: tfx/tools/cli/handler/beam_handler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1932
unit: def get_runner_class()
file: tfx/tools/cli/handler/kubeflow_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1933
unit: def __init__()
file: tfx/tools/cli/handler/local_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1934
unit: def get_runner_class()
file: tfx/tools/cli/handler/local_dag_runner_patcher.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1935
unit: def cli_group()
file: tfx/tools/cli/cli_main.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1936
unit: def run_group()
file: tfx/tools/cli/commands/run.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1937
unit: def pipeline_group()
file: tfx/tools/cli/commands/pipeline.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1938
unit: def template_group()
file: tfx/tools/cli/commands/template.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1939
unit: def type()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1940
unit: def type_name()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1941
unit: def artifact_type()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1942
unit: def uri()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1943
unit: def uri()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1944
unit: def id()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1945
unit: def id()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1946
unit: def type_id()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1947
unit: def type_id()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1948
unit: def name()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1949
unit: def pipeline_name()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1950
unit: def pipeline_name()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1951
unit: def producer_component()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1952
unit: def producer_component()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1953
unit: def is_external()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1954
unit: def is_external()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1955
unit: def set_string_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1956
unit: def set_int_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1957
unit: def set_float_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1958
unit: def set_json_value_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1959
unit: def set_proto_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1960
unit: def has_custom_property()
file: tfx/types/artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1961
unit: def output_node()
file: tfx/types/resolved_channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1962
unit: def output_key()
file: tfx/types/resolved_channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1963
unit: def for_each_context()
file: tfx/types/resolved_channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1964
unit: def invocation()
file: tfx/types/resolved_channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1965
unit: def _is_artifact_type()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1966
unit: def type()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1967
unit: def type()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1968
unit: def _set_type()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1969
unit: def type_name()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1970
unit: def input_trigger()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1971
unit: def no_trigger()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1972
unit: def trigger_by_property()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1973
unit: def future()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1974
unit: def __hash__()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1975
unit: def producer_component_id()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1976
unit: def get_data_dependent_node_ids()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1977
unit: def get()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1978
unit: def matching_channel_name()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1979
unit: def get_data_dependent_node_ids()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1980
unit: def producer_component()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1981
unit: def producer_component()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1982
unit: def producer_component_id()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1983
unit: def set_external()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1984
unit: def union()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1985
unit: def wrapped()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1986
unit: def pipeline()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1987
unit: def __hash__()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1988
unit: def wrapped()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1989
unit: def output_key()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1990
unit: def pipeline()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1991
unit: def pipeline()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1992
unit: def get_data_dependent_node_ids()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1993
unit: def get_data_dependent_node_ids()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1994
unit: def get_single_uri()
file: tfx/types/artifact_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1995
unit: def encode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1996
unit: def decode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1997
unit: def decode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1998
unit: def decode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1999
unit: def decode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2000
unit: def decode()
file: tfx/types/standard_artifacts.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2001
unit: def __iter__()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2002
unit: def __repr__()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2003
unit: def get_all()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2004
unit: def keys()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2005
unit: def values()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2006
unit: def items()
file: tfx/types/node_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2007
unit: def mlmd_type()
file: tfx/types/artifact_property.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2008
unit: def __repr__()
file: tfx/types/artifact_property.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2009
unit: def union()
file: tfx/types/channel_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2010
unit: def get_dependent_channels()
file: tfx/types/channel_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2011
unit: def decode()
file: tfx/types/value_artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2012
unit: def encode()
file: tfx/types/value_artifact.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2013
unit: def _is_runtime_param()
file: tfx/types/component_spec.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2014
unit: def __init__()
file: tfx/types/component_spec.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2015
unit: def is_optional_output()
file: tfx/types/component_spec.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2016
unit: def is_optional_exec_property()
file: tfx/types/component_spec.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2017
unit: def __repr__()
file: tfx/types/component_spec.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2018
unit: def is_artifact_list()
file: tfx/utils/typing_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2019
unit: def is_artifact_multimap()
file: tfx/utils/typing_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2020
unit: def is_list_of_artifact_multimap()
file: tfx/utils/typing_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2021
unit: def parse_model_base_path()
file: tfx/utils/model_paths/tf_serving_flavor.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2022
unit: def as_channel()
file: tfx/utils/channel.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2023
unit: def do_not_doc_in_subclasses()
file: tfx/utils/doc_controls.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2024
unit: def do_not_doc_inheritable()
file: tfx/utils/doc_controls.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2025
unit: def do_not_generate_docs()
file: tfx/utils/doc_controls.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2026
unit: def abstract_property()
file: tfx/utils/abc_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2027
unit: def get_source_path()
file: tfx/utils/golden_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2028
unit: def write_pbtxt_file()
file: tfx/utils/io_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
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id: 2029
unit: def all_files_pattern()
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id: 2030
unit: def is_done()
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id: 2031
unit: def pod_is_not_pending()
file: tfx/utils/kube_utils.py
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id: 2032
unit: def pod_is_done()
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id: 2033
unit: def make_core_v1_api()
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id: 2034
unit: def make_batch_v1_api()
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id: 2035
unit: def is_inside_cluster()
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id: 2036
unit: def find_module()
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id: 2037
unit: def to_json_dict()
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id: 2038
unit: def dumps()
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id: 2039
unit: def loads()
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id: 2040
unit: def stamped_model_path()
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id: 2041
unit: def gather_file_descriptors()
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id: 2042
unit: def process_file()
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id: 2043
unit: def json_to_proto()
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id: 2045
unit: def copy()
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unit: def status()
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id: 2049
unit: def _get_command_line_argument_type()
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id: 2050
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id: 2053
unit: def create_client()
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id: 2054
unit: def launch_job()
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id: 2055
unit: def get_job()
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id: 2056
unit: def get_job_name()
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id: 2057
unit: def get_job_state()
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id: 2058
unit: def get_job()
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id: 2059
unit: def get_job_state()
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id: 2060
unit: def RowToExample()
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id: 2061
unit: def GetInputSourceToExamplePTransform()
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id: 2062
unit: def process()
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id: 2063
unit: def GetInputSourceToExamplePTransform()
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unit: def GetInputSourceToExamplePTransform()
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id: 2065
unit: def GetInputSourceToExamplePTransform()
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unit: def GetInputSourceToExamplePTransform()
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id: 2067
unit: def make_default_output_config()
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id: 2068
unit: def date_to_span_number()
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id: 2069
unit: def get_latest_span()
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id: 2070
unit: def get_latest_version()
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id: 2071
unit: def get_latest_span()
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id: 2072
unit: def get_latest_version()
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id: 2073
unit: def get_latest_version()
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id: 2074
unit: def run()
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id: 2075
unit: def __init__()
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id: 2076
unit: def is_empty()
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id: 2077
unit: def is_complete_line()
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id: 2078
unit: def __init__()
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id: 2079
unit: def GetInputSourceToExamplePTransform()
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id: 2080
unit: def _get_slice_spec_from_feature_slicing_spec()
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id: 2081
unit: def _get_tuner_fn()
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id: 2082
unit: def _pass_threshold()
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id: 2083
unit: def is_model_blessed()
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id: 2084
unit: def is_infra_validated()
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id: 2085
unit: def get_payload_format_string()
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id: 2086
unit: def get_split_file_patterns()
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id: 2087
unit: def _MarkNotPushed()
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id: 2088
unit: def _GetServingStatus()
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id: 2089
unit: def _SendRequest()
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id: 2090
unit: def __repr__()
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id: 2091
unit: def _api_exception_retry_filter()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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id: 2092
unit: def _convert_to_resource_requirements()
file: tfx/components/infra_validator/model_server_runners/kubernetes_runner.py
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id: 2093
unit: def _AddCleanup()
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id: 2094
unit: def container_port()
file: tfx/components/infra_validator/serving_bins.py
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id: 2095
unit: def image()
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unit: def standardized()
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unit: def transformed()
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id: 2104
unit: def tfxio()
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unit: def _GetStatsOptionsUpdaterFn()
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unit: def to_runner_api_pickled()
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id: 2111
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id: 2118
unit: def _get_confusion_configs()
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id: 2119
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id: 2125
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id: 2130
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unit: def __init__()
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id: 2132
unit: def benchmarkAnalyzeAndTransformDataset()
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id: 2133
unit: def benchmarkTF2AnalyzeAndTransformDataset()
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id: 2134
unit: def __init__()
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id: 2135
unit: def datasets_dir()
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unit: def dataset_path()
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id: 2137
unit: def tf_metadata_schema_path()
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id: 2138
unit: def trained_saved_model_path()
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id: 2139
unit: def tft_saved_model_path()
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id: 2140
unit: def tfma_saved_model_path()
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id: 2141
unit: def num_examples()
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id: 2142
unit: def generate_raw_dataset()
file: tfx/benchmarks/benchmark_dataset.py
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id: 2143
unit: def generate_models()
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id: 2144
unit: def benchmarkMiniPipeline()
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id: 2145
unit: def benchmarkMiniPipelineMultiModel()
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id: 2146
unit: def benchmarkInputExtractorManualActuation()
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id: 2147
unit: def benchmarkInputExtractorManualActuationMultiModel()
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id: 2148
unit: def benchmarkFeaturesExtractorManualActuation()
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id: 2149
unit: def benchmarkFeaturesExtractorManualActuationMultiModel()
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size: 2 LOC
McCabe index: 1
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id: 2150
unit: def benchmarkPredictionsExtractorManualActuation()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2151
unit: def benchmarkPredictionsExtractorManualActuationMultiModel()
file: tfx/benchmarks/tfma_v2_benchmark_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2152
unit: def dataset_path()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2153
unit: def trained_saved_model_path()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2154
unit: def tfma_saved_model_path()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2155
unit: def tft_preprocessing_fn()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2156
unit: def get_dataset()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2157
unit: def get_wide_dataset()
file: tfx/benchmarks/datasets/chicago_taxi/dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2158
unit: def __init__()
file: tfx/benchmarks/tfma_benchmark_chicago_taxi.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2159
unit: def __init__()
file: tfx/benchmarks/tfma_v2_benchmark_chicago_taxi.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2160
unit: def _get_events_for_artifacts()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2161
unit: def _get_garbage_collection_policies_for_node()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2162
unit: def _artifacts_not_external()
file: tfx/orchestration/experimental/core/garbage_collection.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2163
unit: def task_type_id()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2164
unit: def task_id()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2165
unit: def task_id()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2166
unit: def task_id()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2167
unit: def task_id()
file: tfx/orchestration/experimental/core/task.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2168
unit: def _exec_node_task_id()
file: tfx/orchestration/experimental/core/task.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2169
unit: def get_orchestration_options()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2170
unit: def is_pure_service_node()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2171
unit: def get_orchestration_options()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2172
unit: def get_base_dir()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2173
unit: def max_mlmd_str_value_length()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2174
unit: def concurrent_pipeline_runs_enabled()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2175
unit: def is_pure_service_node()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2176
unit: def get_env()
file: tfx/orchestration/experimental/core/env.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2177
unit: def __str__()
file: tfx/orchestration/experimental/core/task_scheduler.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2178
unit: def clear()
file: tfx/orchestration/experimental/core/task_scheduler.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2179
unit: def _scheduler_cls_or_builder_for_node_type()
file: tfx/orchestration/experimental/core/task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2180
unit: def _scheduler_cls_or_builder_for_executor_spec()
file: tfx/orchestration/experimental/core/task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2181
unit: def initiate_node_start()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2182
unit: def initiate_node_backfill()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2183
unit: def skip_nodes()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2184
unit: def resume_manual_node()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2185
unit: def _get_previously_skipped_nodes()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2186
unit: def _filter_by_state()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2187
unit: def _filter_by_node_id()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2188
unit: def _mlmd_execution_code()
file: tfx/orchestration/experimental/core/pipeline_ops.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2189
unit: def testonly_wait()
file: tfx/orchestration/experimental/core/event_observer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2190
unit: def make_notify_execution_state_change_fn()
file: tfx/orchestration/experimental/core/event_observer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2191
unit: def generate()
file: tfx/orchestration/experimental/core/task_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2192
unit: def evict()
file: tfx/orchestration/experimental/core/mlmd_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2193
unit: def clear_in_memory_state()
file: tfx/orchestration/experimental/core/mlmd_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2194
unit: def generate()
file: tfx/orchestration/experimental/core/async_pipeline_task_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2195
unit: def is_pausable()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2196
unit: def is_backfillable()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2197
unit: def is_programmatically_skippable()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2198
unit: def is_success()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2199
unit: def is_failure()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2200
unit: def from_json_dict()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2201
unit: def is_node_state_failure()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2202
unit: def is_node_state_running()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2203
unit: def pipeline_uid()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2204
unit: def _structure()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2205
unit: def pipeline_execution_mode()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2206
unit: def get_all_node_executions()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2207
unit: def get_all_node_artifacts()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2208
unit: def _get_latest_execution()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2209
unit: def _get_creation_time()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2210
unit: def _base64_encode()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2211
unit: def _retrieve_pipeline_exec_mode()
file: tfx/orchestration/experimental/core/pipeline_state.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2212
unit: def ensure_node_services()
file: tfx/orchestration/experimental/core/service_jobs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2213
unit: def stop_node_services()
file: tfx/orchestration/experimental/core/service_jobs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2214
unit: def is_pure_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2215
unit: def is_mixed_service_node()
file: tfx/orchestration/experimental/core/service_jobs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2216
unit: def __init__()
file: tfx/orchestration/experimental/core/service_jobs.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2217
unit: def extract_properties()
file: tfx/orchestration/experimental/core/task_gen_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2218
unit: def get_latest_executions_set()
file: tfx/orchestration/experimental/core/task_gen_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2219
unit: def get_oldest_active_execution()
file: tfx/orchestration/experimental/core/task_gen_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2220
unit: def interpret_status_from_failed_execution()
file: tfx/orchestration/experimental/core/task_gen_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2221
unit: def _fail_execution()
file: tfx/orchestration/experimental/core/task_manager.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2222
unit: def cancel()
file: tfx/orchestration/experimental/core/task_schedulers/subpipeline_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2223
unit: def cancel()
file: tfx/orchestration/experimental/core/task_schedulers/resolver_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2224
unit: def cancel()
file: tfx/orchestration/experimental/core/task_schedulers/noop_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2225
unit: def cancel()
file: tfx/orchestration/experimental/core/task_schedulers/importer_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2226
unit: def cancel()
file: tfx/orchestration/experimental/core/task_schedulers/manual_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2227
unit: def _abort_task()
file: tfx/orchestration/experimental/core/sync_pipeline_task_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2228
unit: def _topsorted_layers()
file: tfx/orchestration/experimental/core/sync_pipeline_task_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2229
unit: def _node_by_id()
file: tfx/orchestration/experimental/core/sync_pipeline_task_gen.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2230
unit: def display()
file: tfx/orchestration/experimental/interactive/visualizations.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2231
unit: def __init__()
file: tfx/orchestration/experimental/interactive/visualizations.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2232
unit: def get_visualization()
file: tfx/orchestration/experimental/interactive/visualizations.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2233
unit: def get_registry()
file: tfx/orchestration/experimental/interactive/visualizations.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2234
unit: def load_ipython_extension()
file: tfx/orchestration/experimental/interactive/notebook_extensions/skip.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2235
unit: def main()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/entrypoint.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2236
unit: def cancel()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/kubernetes_task_scheduler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2237
unit: def __init__()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/service/kubernetes_orchestrator_service.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2238
unit: def _start_grpc_server()
file: tfx/orchestration/experimental/centralized_kubernetes_orchestrator/main.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2239
unit: def type()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2240
unit: def id()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2241
unit: def inputs()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2242
unit: def outputs()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2243
unit: def exec_properties()
file: tfx/orchestration/experimental/kubernetes/node_wrapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2244
unit: def _render_text()
file: tfx/orchestration/launcher/container_common.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2245
unit: def connection_config()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2246
unit: def _prepare_artifact_type()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2247
unit: def _upsert_artifacts()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2248
unit: def publish_artifacts()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2249
unit: def get_artifacts_by_uri()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2250
unit: def _is_qualified_event()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2251
unit: def get_outputs_of_execution()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2252
unit: def _get_outputs_of_events()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2253
unit: def get_component_run_context()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2254
unit: def get_pipeline_context()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2255
unit: def get_pipeline_run_context()
file: tfx/orchestration/metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2256
unit: def metadata()
file: tfx/orchestration/metadata_test_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2257
unit: def latest_pipeline_snapshot_settings()
file: tfx/orchestration/portable/partial_run_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2258
unit: def make_ordered_node_map()
file: tfx/orchestration/portable/partial_run_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2259
unit: def make_tmp_dir()
file: tfx/orchestration/portable/outputs_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2260
unit: def run_driver()
file: tfx/orchestration/portable/base_driver_operator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2261
unit: def run_executor()
file: tfx/orchestration/portable/kubernetes_executor_operator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2262
unit: def run_executor()
file: tfx/orchestration/portable/python_executor_operator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2263
unit: def run_driver()
file: tfx/orchestration/portable/python_driver_operator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2264
unit: def reconstruct_artifact_id_multimap()
file: tfx/orchestration/portable/mlmd/event_lib.py
start line: 0
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id: 2266
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id: 2267
unit: def is_execution_canceled()
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id: 2268
unit: def is_execution_failed()
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size: 2 LOC
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id: 2269
unit: def is_internal_key()
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id: 2270
unit: def remove_internal_keys()
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id: 2271
unit: def is_schema_key()
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unit: def get_schema_key()
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id: 2273
unit: def sort_executions_newest_to_oldest()
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id: 2274
unit: def get_execution_result()
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id: 2275
unit: def _ids()
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id: 2276
unit: def _maybe_clause()
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id: 2277
unit: def list_options()
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id: 2278
unit: def _run_opts_to_proto()
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id: 2279
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id: 2280
unit: def dimensions()
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unit: def partial()
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id: 2282
unit: def grpc_code_value()
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id: 2283
unit: def handle_stop()
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unit: def from_proto()
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unit: def _build_error_output()
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unit: def executor_output()
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unit: def _build_error_output()
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id: 2288
unit: def _run_executor()
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id: 2289
unit: def __new__()
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unit: def resolve_parameters_with_schema()
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id: 2291
unit: def __init__()
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id: 2292
unit: def run()
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id: 2293
unit: def local_address()
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id: 2294
unit: def address()
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id: 2295
unit: def start()
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id: 2296
unit: def stop()
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size: 2 LOC
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id: 2297
unit: def run_executor()
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size: 2 LOC
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id: 2298
unit: def _build_run_args()
file: tfx/orchestration/portable/docker_executor_operator.py
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size: 2 LOC
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number of parameters: 0

id: 2299
unit: def build_artifact_dict()
file: tfx/orchestration/data_types_utils.py
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McCabe index: 1
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id: 2300
unit: def build_artifact_struct_dict()
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id: 2301
unit: def build_value_dict()
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id: 2302
unit: def build_metadata_value_dict()
file: tfx/orchestration/data_types_utils.py
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McCabe index: 1
number of parameters: 0

id: 2303
unit: def build_pipeline_value_dict()
file: tfx/orchestration/data_types_utils.py
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McCabe index: 1
number of parameters: 0

id: 2304
unit: def build_parsed_value_dict()
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size: 2 LOC
McCabe index: 1
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id: 2305
unit: def __init__()
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id: 2306
unit: def run()
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McCabe index: 1
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id: 2307
unit: def config()
file: tfx/orchestration/tfx_runner.py
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id: 2308
unit: def pipeline_run_context_name()
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id: 2309
unit: def pipeline_context_name()
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id: 2310
unit: def component_run_context_name()
file: tfx/orchestration/data_types.py
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McCabe index: 2
number of parameters: 1

id: 2311
unit: def __init__()
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McCabe index: 1
number of parameters: 1

id: 2312
unit: def extract_local_deployment_config()
file: tfx/orchestration/local/runner_utils.py
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McCabe index: 1
number of parameters: 0

id: 2313
unit: def _to_local_deployment()
file: tfx/orchestration/local/runner_utils.py
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McCabe index: 1
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id: 2314
unit: def _unwrap_executable_spec()
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McCabe index: 1
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id: 2315
unit: def raw_inputs()
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McCabe index: 1
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unit: def inputs()
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unit: def __getitem__()
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unit: def pipeline()
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unit: def beam_pipeline_args()
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id: 2320
unit: def components()
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McCabe index: 1
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unit: def components()
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unit: def outputs()
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unit: def exec_properties()
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unit: def node_info()
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id: 2325
unit: def contexts()
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unit: def inputs()
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unit: def parameters()
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id: 2329
unit: def upstream_nodes()
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id: 2330
unit: def downstream_nodes()
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id: 2331
unit: def execution_options()
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id: 2332
unit: def HasField()
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id: 2333
unit: def __eq__()
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unit: def downstream_nodes()
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unit: def execution_options()
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id: 2353
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id: 2354
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unit: def __init__()
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id: 2356
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id: 2357
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id: 2359
unit: def build_runtime_parameter_spec()
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id: 2363
unit: def get_default_output_filename()
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McCabe index: 1
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id: 2364
unit: def _get_metadata_connection_config()
file: tfx/orchestration/kubeflow/container_entrypoint.py
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McCabe index: 1
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unit: def _get_grpc_metadata_connection_config()
file: tfx/orchestration/kubeflow/container_entrypoint.py
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id: 2366
unit: def exit_handler()
file: tfx/orchestration/kubeflow/decorators.py
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McCabe index: 1
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id: 2367
unit: def primary_mlmd_handle()
file: tfx/orchestration/mlmd_connection_manager.py
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McCabe index: 1
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id: 2368
unit: def get_mlmd_handle()
file: tfx/orchestration/mlmd_connection_manager.py
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McCabe index: 1
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id: 2369
unit: def create_context()
file: tfx/dsl/experimental/conditionals/conditional.py
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McCabe index: 1
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id: 2370
unit: def __post_init__()
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McCabe index: 1
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id: 2371
unit: def exists()
file: tfx/dsl/io/plugins/local.py
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McCabe index: 1
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McCabe index: 1
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id: 2373
unit: def isdir()
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unit: def makedirs()
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id: 2375
unit: def open()
file: tfx/dsl/io/plugins/tensorflow_gfile.py
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unit: def makedirs()
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McCabe index: 1
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id: 2379
unit: def open()
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McCabe index: 1
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id: 2380
unit: def copy()
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McCabe index: 1
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McCabe index: 1
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McCabe index: 1
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unit: def listdir()
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id: 2385
unit: def makedirs()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2386
unit: def mkdir()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
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id: 2387
unit: def remove()
file: tfx/dsl/io/filesystem.py
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McCabe index: 1
number of parameters: 1

id: 2388
unit: def rename()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2389
unit: def rmtree()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2390
unit: def stat()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2391
unit: def get_inline_filename()
file: tfx/dsl/io/filesystem.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2392
unit: def open()
file: tfx/dsl/io/fileio.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2393
unit: def exists()
file: tfx/dsl/io/fileio.py
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size: 2 LOC
McCabe index: 1
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id: 2394
unit: def glob()
file: tfx/dsl/io/fileio.py
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size: 2 LOC
McCabe index: 1
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id: 2395
unit: def isdir()
file: tfx/dsl/io/fileio.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2396
unit: def listdir()
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size: 2 LOC
McCabe index: 1
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id: 2397
unit: def makedirs()
file: tfx/dsl/io/fileio.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2398
unit: def mkdir()
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McCabe index: 1
number of parameters: 1

id: 2399
unit: def remove()
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McCabe index: 1
number of parameters: 1

id: 2400
unit: def rmtree()
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size: 2 LOC
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number of parameters: 1

id: 2401
unit: def stat()
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size: 2 LOC
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number of parameters: 1

id: 2402
unit: def get_inline_filename()
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2403
unit: def parse_typehint_component_function()
file: tfx/dsl/component/experimental/function_parser.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2404
unit: def is_json_compatible()
file: tfx/dsl/component/experimental/json_compat.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2405
unit: def __ne__()
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id: 2406
unit: def __init__()
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id: 2407
unit: def __ne__()
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id: 2408
unit: def __init__()
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id: 2409
unit: def __ne__()
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unit: def __init__()
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unit: def __ne__()
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unit: def __init__()
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id: 2413
unit: def __eq__()
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id: 2414
unit: def __ne__()
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id: 2415
unit: def __repr__()
file: tfx/dsl/component/experimental/annotations.py
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id: 2416
unit: def __repr__()
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id: 2417
unit: def type()
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unit: def __repr__()
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unit: def type()
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unit: def __init__()
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id: 2421
unit: def __init__()
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McCabe index: 1
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id: 2422
unit: def __init__()
file: tfx/dsl/input_resolution/strategies/latest_artifact_strategy.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2423
unit: def resolver_function()
file: tfx/dsl/input_resolution/resolver_function.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2424
unit: def latest_created()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2425
unit: def latest_version()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2426
unit: def all_spans()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2427
unit: def shuffle()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2428
unit: def _infer_seqential_rolling_range_type()
file: tfx/dsl/input_resolution/canned_resolver_functions.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2429
unit: def _validate_input_list()
file: tfx/dsl/input_resolution/ops/training_range_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2430
unit: def apply()
file: tfx/dsl/input_resolution/ops/training_range_op.py
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size: 2 LOC
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number of parameters: 0

id: 2431
unit: def get_by_name()
file: tfx/dsl/input_resolution/ops/ops.py
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size: 2 LOC
McCabe index: 1
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id: 2432
unit: def apply()
file: tfx/dsl/input_resolution/ops/sliding_window_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2433
unit: def latest_created()
file: tfx/dsl/input_resolution/ops/latest_policy_model_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2434
unit: def _is_eval_blessed()
file: tfx/dsl/input_resolution/ops/latest_policy_model_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2435
unit: def _is_infra_blessed()
file: tfx/dsl/input_resolution/ops/latest_policy_model_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2436
unit: def _get_neighbor_artifact_pairs()
file: tfx/dsl/input_resolution/ops/group_by_lineage_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2437
unit: def _find_disjoint_sets()
file: tfx/dsl/input_resolution/ops/group_by_lineage_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2438
unit: def apply()
file: tfx/dsl/input_resolution/ops/group_by_lineage_op.py
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size: 2 LOC
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number of parameters: 0

id: 2439
unit: def apply()
file: tfx/dsl/input_resolution/ops/group_by_lineage_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2440
unit: def __new__()
file: tfx/dsl/input_resolution/resolver_op.py
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size: 2 LOC
McCabe index: 1
number of parameters: 5

id: 2441
unit: def canonical_name()
file: tfx/dsl/input_resolution/resolver_op.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2442
unit: def arg_data_types()
file: tfx/dsl/input_resolution/resolver_op.py
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McCabe index: 1
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id: 2443
unit: def return_data_type()
file: tfx/dsl/input_resolution/resolver_op.py
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McCabe index: 1
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id: 2444
unit: def name()
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id: 2445
unit: def type()
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id: 2446
unit: def required()
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id: 2447
unit: def set_context()
file: tfx/dsl/input_resolution/resolver_op.py
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McCabe index: 1
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id: 2448
unit: def __hash__()
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id: 2449
unit: def __init__()
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id: 2450
unit: def __repr__()
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id: 2451
unit: def __hash__()
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id: 2452
unit: def __hash__()
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id: 2453
unit: def _format_node()
file: tfx/dsl/context_managers/dsl_context_registry.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2454
unit: def all_contexts()
file: tfx/dsl/context_managers/dsl_context_registry.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2455
unit: def active_contexts()
file: tfx/dsl/context_managers/dsl_context_registry.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2456
unit: def all_nodes()
file: tfx/dsl/context_managers/dsl_context_registry.py
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McCabe index: 1
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id: 2457
unit: def finalize()
file: tfx/dsl/context_managers/dsl_context_registry.py
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McCabe index: 1
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id: 2458
unit: def peek_context()
file: tfx/dsl/context_managers/dsl_context_registry.py
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McCabe index: 2
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id: 2459
unit: def __eq__()
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id: 2460
unit: def __hash__()
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unit: def __init__()
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McCabe index: 1
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id: 2462
unit: def create_context()
file: tfx/dsl/context_managers/dsl_context_manager.py
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McCabe index: 1
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id: 2463
unit: def inputs()
file: tfx/dsl/components/common/importer.py
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McCabe index: 1
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id: 2464
unit: def outputs()
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McCabe index: 1
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id: 2465
unit: def raw_inputs()
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McCabe index: 1
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id: 2466
unit: def inputs()
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McCabe index: 1
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id: 2467
unit: def outputs()
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McCabe index: 1
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id: 2468
unit: def inputs()
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id: 2469
unit: def outputs()
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McCabe index: 1
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id: 2470
unit: def with_beam_pipeline_args()
file: tfx/dsl/components/base/base_beam_component.py
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McCabe index: 1
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id: 2471
unit: def copy()
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id: 2472
unit: def add_extra_flags()
file: tfx/dsl/components/base/executor_spec.py
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McCabe index: 1
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id: 2473
unit: def copy()
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id: 2474
unit: def inputs()
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McCabe index: 1
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id: 2475
unit: def outputs()
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McCabe index: 1
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id: 2476
unit: def exec_properties()
file: tfx/dsl/components/base/base_component.py
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McCabe index: 1
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id: 2477
unit: def resolve()
file: tfx/dsl/components/base/base_component.py
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McCabe index: 1
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id: 2478
unit: def _abstract_property()
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id: 2479
unit: def type()
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McCabe index: 1
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id: 2480
unit: def component_type()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
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id: 2481
unit: def component_id()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
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id: 2482
unit: def id()
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McCabe index: 1
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id: 2483
unit: def inputs()
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McCabe index: 1
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id: 2484
unit: def outputs()
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McCabe index: 1
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id: 2485
unit: def exec_properties()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
number of parameters: 1

id: 2486
unit: def upstream_nodes()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
number of parameters: 1

id: 2487
unit: def node_execution_options()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
number of parameters: 1

id: 2488
unit: def node_execution_options()
file: tfx/dsl/components/base/base_node.py
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McCabe index: 1
number of parameters: 2

id: 2489
unit: def downstream_nodes()
file: tfx/dsl/components/base/base_node.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2490
unit: def executor_output_uri()
file: tfx/dsl/components/base/base_executor.py
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McCabe index: 1
number of parameters: 1

id: 2491
unit: def stateful_working_dir()
file: tfx/dsl/components/base/base_executor.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2492
unit: def pipeline_node()
file: tfx/dsl/components/base/base_executor.py
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McCabe index: 1
number of parameters: 1

id: 2493
unit: def pipeline_info()
file: tfx/dsl/components/base/base_executor.py
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McCabe index: 1
number of parameters: 1

id: 2494
unit: def pipeline_run_id()
file: tfx/dsl/components/base/base_executor.py
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McCabe index: 1
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id: 2495
unit: def __init__()
file: tfx/dsl/components/base/base_driver.py
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McCabe index: 1
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id: 2496
unit: def __init__()
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McCabe index: 1
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id: 2497
unit: def traverse()
file: tfx/dsl/placeholder/placeholder.py
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McCabe index: 1
number of parameters: 1

id: 2498
unit: def can_append_field_path()
file: tfx/dsl/placeholder/placeholder.py
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McCabe index: 1
number of parameters: 1

id: 2499
unit: def append_field_path()
file: tfx/dsl/placeholder/placeholder.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2500
unit: def __add__()
file: tfx/dsl/placeholder/placeholder.py
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McCabe index: 1
number of parameters: 3

id: 2501
unit: def __radd__()
file: tfx/dsl/placeholder/placeholder.py
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McCabe index: 1
number of parameters: 2

id: 2502
unit: def b64encode()
file: tfx/dsl/placeholder/placeholder.py
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McCabe index: 1
number of parameters: 1

id: 2503
unit: def __getitem__()
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McCabe index: 1
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id: 2504
unit: def __init__()
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McCabe index: 1
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McCabe index: 1
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unit: def __init__()
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McCabe index: 1
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id: 2507
unit: def set_key()
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McCabe index: 1
number of parameters: 2

id: 2508
unit: def __eq__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2509
unit: def __ne__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2510
unit: def __lt__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2511
unit: def __le__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2512
unit: def __ge__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2513
unit: def encode()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2514
unit: def encode()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2515
unit: def traverse()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2516
unit: def encode()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2517
unit: def __add__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2518
unit: def __radd__()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2519
unit: def b64encode()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2520
unit: def traverse()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2521
unit: def logical_not()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2522
unit: def exec_property()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2523
unit: def execution_invocation()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2524
unit: def environment_variable()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2525
unit: def to_list()
file: tfx/dsl/placeholder/placeholder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2526
unit: def __hash__()
file: tfx/dsl/control_flow/for_each_internal.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2527
unit: def __eq__()
file: tfx/dsl/control_flow/for_each_internal.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2528
unit: def get_loop_var()
file: tfx/dsl/control_flow/for_each_internal.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2529
unit: def _for_each_impl()
file: tfx/dsl/control_flow/for_each.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2530
unit: def _for_each_output_type()
file: tfx/dsl/control_flow/for_each.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2531
unit: def create_context()
file: tfx/dsl/control_flow/for_each.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2532
unit: def issue_node_id()
file: tfx/dsl/compiler/node_inputs_compiler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2533
unit: def __init__()
file: tfx/dsl/compiler/compiler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2534
unit: def _generate_input_spec_for_pipeline_outputs()
file: tfx/dsl/compiler/compiler.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2535
unit: def is_root()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2536
unit: def is_subpipeline()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 2537
unit: def topologically_sorted()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2538
unit: def is_sync_mode()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2539
unit: def is_async_mode()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2540
unit: def pipeline_node_ids()
file: tfx/dsl/compiler/compiler_context.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2541
unit: def is_resolver()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2542
unit: def is_importer()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2543
unit: def pipeline_begin_node_type_name()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2544
unit: def pipeline_end_node_type_name()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2545
unit: def pipeline_begin_node_id()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2546
unit: def pipeline_end_node_id()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2547
unit: def pipeline_end_node_id_from_pipeline_id()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2548
unit: def node_context_name()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2549
unit: def type()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2550
unit: def outputs()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2551
unit: def exec_properties()
file: tfx/dsl/compiler/compiler_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2552
unit: def _resolve_placeholder_operator()
file: tfx/dsl/compiler/placeholder_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2553
unit: def _should_generate_proto()
file: setup.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2554
unit: def initialize_options()
file: setup.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2555
unit: def get_data_dependent_node_ids()
file: tfx/types/channel.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2556
unit: def BuildRequests()
file: tfx/components/infra_validator/request_builder.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2557
unit: def GetEndpoint()
file: tfx/components/infra_validator/model_server_runners/base_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2558
unit: def Start()
file: tfx/components/infra_validator/model_server_runners/base_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2559
unit: def WaitUntilRunning()
file: tfx/components/infra_validator/model_server_runners/base_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2560
unit: def Stop()
file: tfx/components/infra_validator/model_server_runners/base_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2561
unit: def GetLogs()
file: tfx/components/infra_validator/model_server_runners/base_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2562
unit: def task_id()
file: tfx/orchestration/experimental/core/task.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2563
unit: def get_base_dir()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2564
unit: def max_mlmd_str_value_length()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2565
unit: def concurrent_pipeline_runs_enabled()
file: tfx/orchestration/experimental/core/env.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2566
unit: def schedule()
file: tfx/orchestration/experimental/core/task_scheduler.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2567
unit: def cancel()
file: tfx/orchestration/experimental/core/task_scheduler.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2568
unit: def get_default_kubernetes_metadata_config()
file: tfx/orchestration/experimental/kubernetes/kubernetes_dag_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 0

id: 2569
unit: def get_default_kubeflow_metadata_config()
file: tfx/orchestration/kubeflow/kubeflow_dag_runner.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 0

id: 2570
unit: def __init__()
file: tfx/dsl/input_resolution/resolver_op.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 2571
unit: def apply()
file: tfx/dsl/input_resolution/resolver_op.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2572
unit: def validate()
file: tfx/dsl/context_managers/dsl_context.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2573
unit: def replace_node()
file: tfx/dsl/context_managers/dsl_context.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 2574
unit: def enter()
file: tfx/dsl/context_managers/dsl_context_manager.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2