Path	Lines of Code
tfx/components/bulk_inferrer/component_test.py	32
tfx/components/bulk_inferrer/executor_test.py	134
tfx/components/bulk_inferrer/prediction_to_example_utils_test.py	86
tfx/components/distribution_validator/component_test.py	35
tfx/components/distribution_validator/executor_test.py	565
tfx/components/distribution_validator/utils_test.py	25
tfx/components/evaluator/component_test.py	117
tfx/components/evaluator/executor_test.py	295
tfx/components/example_diff/component_test.py	33
tfx/components/example_diff/executor_test.py	153
tfx/components/example_gen/base_example_gen_executor_test.py	204
tfx/components/example_gen/component_test.py	178
tfx/components/example_gen/csv_example_gen/component_test.py	8
tfx/components/example_gen/csv_example_gen/executor_test.py	111
tfx/components/example_gen/custom_executors/avro_component_test.py	61
tfx/components/example_gen/custom_executors/avro_executor_test.py	70
tfx/components/example_gen/custom_executors/parquet_component_test.py	62
tfx/components/example_gen/custom_executors/parquet_executor_test.py	70
tfx/components/example_gen/driver_test.py	279
tfx/components/example_gen/import_example_gen/component_test.py	8
tfx/components/example_gen/import_example_gen/executor_test.py	113
tfx/components/example_gen/input_processor_test.py	97
tfx/components/example_gen/utils_test.py	562
tfx/components/example_gen/write_split_test.py	85
tfx/components/example_validator/component_test.py	23
tfx/components/example_validator/executor_test.py	129
tfx/components/experimental/data_view/binder_component_test.py	15
tfx/components/experimental/data_view/binder_executor_test.py	41
tfx/components/experimental/data_view/provider_component_test.py	26
tfx/components/experimental/data_view/provider_executor_test.py	47
tfx/components/infra_validator/component_test.py	25
tfx/components/infra_validator/executor_test.py	241
tfx/components/infra_validator/model_server_clients/tensorflow_serving_client_test.py	102
tfx/components/infra_validator/model_server_runners/kubernetes_runner_test.py	257
tfx/components/infra_validator/model_server_runners/local_docker_runner_test.py	142
tfx/components/infra_validator/request_builder_test.py	413
tfx/components/infra_validator/serving_bins_test.py	28
tfx/components/model_validator/component_test.py	13
tfx/components/model_validator/driver_test.py	47
tfx/components/model_validator/executor_test.py	58
tfx/components/pusher/component_test.py	71
tfx/components/pusher/executor_test.py	170
tfx/components/schema_gen/component_test.py	39
tfx/components/schema_gen/executor_test.py	58
tfx/components/schema_gen/import_schema_gen/component_test.py	13
tfx/components/schema_gen/import_schema_gen/executor_test.py	47
tfx/components/statistics_gen/component_test.py	34
tfx/components/statistics_gen/executor_test.py	338
tfx/components/statistics_gen/stats_artifact_utils_test.py	20
tfx/components/trainer/component_test.py	155
tfx/components/trainer/executor_test.py	105
tfx/components/trainer/fn_args_utils_test.py	54
tfx/components/trainer/rewriting/rewriter_factory_test.py	26
tfx/components/trainer/rewriting/rewriter_test.py	75
tfx/components/trainer/rewriting/tfjs_rewriter_test.py	24
tfx/components/trainer/rewriting/tflite_rewriter_test.py	201
tfx/components/transform/component_test.py	203
tfx/components/transform/executor_on_parquet_test.py	65
tfx/components/transform/executor_sequence_example_test.py	26
tfx/components/transform/executor_test.py	578
tfx/components/transform/executor_utils_test.py	160
tfx/components/transform/executor_v2_sequence_example_test.py	8
tfx/components/transform/executor_v2_test.py	7
tfx/components/tuner/component_test.py	56
tfx/components/tuner/executor_test.py	140
tfx/components/util/examples_utils_test.py	62
tfx/components/util/tfxio_utils_test.py	313
tfx/components/util/udf_utils_test.py	115
tfx/components/util/value_utils_test.py	12
tfx/dsl/compiler/compiler_test.py	232
tfx/dsl/compiler/compiler_utils_test.py	237
tfx/dsl/compiler/node_contexts_compiler_test.py	39
tfx/dsl/compiler/node_execution_options_utils_test.py	41
tfx/dsl/compiler/node_inputs_compiler_test.py	504
tfx/dsl/compiler/placeholder_utils_test.py	874
tfx/dsl/component/experimental/annotations_test.py	77
tfx/dsl/component/experimental/component_utils_test.py	154
tfx/dsl/component/experimental/decorators_test.py	623
tfx/dsl/component/experimental/decorators_typeddict_test.py	665
tfx/dsl/component/experimental/executor_specs_test.py	64
tfx/dsl/component/experimental/function_parser_test.py	443
tfx/dsl/component/experimental/json_compat_test.py	148
tfx/dsl/component/experimental/utils_test.py	246
tfx/dsl/components/base/base_beam_component_test.py	30
tfx/dsl/components/base/base_beam_executor_test.py	53
tfx/dsl/components/base/base_component_test.py	200
tfx/dsl/components/base/base_driver_test.py	207
tfx/dsl/components/base/executor_spec_test.py	39
tfx/dsl/components/base/testing/test_node.py	8
tfx/dsl/components/common/importer_test.py	225
tfx/dsl/components/common/manual_node_test.py	11
tfx/dsl/components/common/resolver_test.py	158
tfx/dsl/context_managers/dsl_context_manager_test.py	126
tfx/dsl/context_managers/dsl_context_registry_test.py	117
tfx/dsl/context_managers/test_utils.py	63
tfx/dsl/control_flow/for_each_test.py	90
tfx/dsl/experimental/conditionals/conditional_test.py	63
tfx/dsl/experimental/node_execution_options/utils_test.py	52
tfx/dsl/hooks_test.py	58
tfx/dsl/input_resolution/canned_resolver_functions_test.py	498
tfx/dsl/input_resolution/ops/all_spans_op_test.py	32
tfx/dsl/input_resolution/ops/consecutive_spans_op_test.py	215
tfx/dsl/input_resolution/ops/equal_property_values_op_test.py	71
tfx/dsl/input_resolution/ops/exclude_spans_op_test.py	41
tfx/dsl/input_resolution/ops/graph_traversal_op_test.py	288
tfx/dsl/input_resolution/ops/group_by_lineage_op_test.py	279
tfx/dsl/input_resolution/ops/latest_create_time_op_test.py	27
tfx/dsl/input_resolution/ops/latest_pipeline_run_outputs_op_test.py	169
tfx/dsl/input_resolution/ops/latest_policy_model_op_test.py	588
tfx/dsl/input_resolution/ops/latest_span_op_test.py	251
tfx/dsl/input_resolution/ops/latest_version_op_test.py	66
tfx/dsl/input_resolution/ops/paired_spans_op_test.py	122
tfx/dsl/input_resolution/ops/shuffle_op_test.py	28
tfx/dsl/input_resolution/ops/siblings_op_test.py	191
tfx/dsl/input_resolution/ops/skip_if_empty_op_test.py	22
tfx/dsl/input_resolution/ops/skip_if_less_than_n_spans_op_test.py	37
tfx/dsl/input_resolution/ops/slice_op_test.py	39
tfx/dsl/input_resolution/ops/sliding_window_op_test.py	82
tfx/dsl/input_resolution/ops/span_driven_evaluator_inputs_op_test.py	497
tfx/dsl/input_resolution/ops/static_span_range_op_test.py	39
tfx/dsl/input_resolution/ops/test_utils.py	362
tfx/dsl/input_resolution/ops/training_range_op_test.py	137
tfx/dsl/input_resolution/ops/unnest_op_test.py	53
tfx/dsl/input_resolution/resolver_function_test.py	261
tfx/dsl/input_resolution/resolver_op_test.py	194
tfx/dsl/input_resolution/strategies/conditional_strategy_test.py	69
tfx/dsl/input_resolution/strategies/latest_artifact_strategy_test.py	27
tfx/dsl/input_resolution/strategies/latest_blessed_model_strategy_test.py	70
tfx/dsl/input_resolution/strategies/span_range_strategy_test.py	55
tfx/dsl/io/filesystem_registry_test.py	78
tfx/dsl/io/plugins/local_test.py	28
tfx/dsl/io/plugins/tensorflow_gfile_test.py	28
tfx/dsl/placeholder/placeholder_test.py	802
tfx/dsl/placeholder/proto_placeholder_test.py	776
tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/beam_pipeline_test.py	119
tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/execution_spec_test.py	14
tfx/experimental/distributed_inference/graphdef_experiments/subgraph_partitioning/graph_partition_test.py	74
tfx/experimental/pipeline_testing/pipeline_mock.py	41
tfx/experimental/pipeline_testing/pipeline_mock_test.py	17
tfx/experimental/pipeline_testing/pipeline_recorder_utils_test.py	101
tfx/experimental/pipeline_testing/stub_component_launcher_test.py	85
tfx/experimental/templates/penguin/e2e_tests/local_e2e_test.py	37
tfx/experimental/templates/penguin/models/features_test.py	5
tfx/experimental/templates/penguin/models/model_test.py	6
tfx/experimental/templates/penguin/models/preprocessing_test.py	5
tfx/experimental/templates/taxi/e2e_tests/local_e2e_test.py	35
tfx/experimental/templates/taxi/e2e_tests/vertex_e2e_test.py	34
tfx/experimental/templates/taxi/models/features_test.py	13
tfx/experimental/templates/taxi/models/keras_model/model_test.py	9
tfx/experimental/templates/taxi/models/preprocessing_test.py	5
tfx/experimental/templates/test_utils.py	125
tfx/extensions/experimental/kfp_compatibility/kfp_container_component_test.py	73
tfx/extensions/google_cloud_ai_platform/bulk_inferrer/component_test.py	29
tfx/extensions/google_cloud_ai_platform/bulk_inferrer/executor_test.py	206
tfx/extensions/google_cloud_ai_platform/prediction_clients_test.py	14
tfx/extensions/google_cloud_ai_platform/pusher/component_test.py	15
tfx/extensions/google_cloud_ai_platform/pusher/executor_test.py	255
tfx/extensions/google_cloud_ai_platform/runner_test.py	786
tfx/extensions/google_cloud_ai_platform/trainer/component_test.py	32
tfx/extensions/google_cloud_ai_platform/trainer/executor_test.py	90
tfx/extensions/google_cloud_ai_platform/tuner/component_test.py	41
tfx/extensions/google_cloud_ai_platform/tuner/executor_test.py	115
tfx/extensions/google_cloud_big_query/example_gen/component_test.py	48
tfx/extensions/google_cloud_big_query/example_gen/executor_test.py	137
tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/component/component_test.py	43
tfx/extensions/google_cloud_big_query/experimental/elwc_example_gen/component/executor_test.py	103
tfx/extensions/google_cloud_big_query/pusher/component_test.py	16
tfx/extensions/google_cloud_big_query/pusher/executor_test.py	88
tfx/extensions/google_cloud_big_query/utils_test.py	36
tfx/orchestration/airflow/airflow_component_test.py	104
tfx/orchestration/airflow/airflow_dag_runner_test.py	204
tfx/orchestration/airflow/test_utils.py	80
tfx/orchestration/beam/beam_dag_runner_test.py	216
tfx/orchestration/beam/legacy/beam_dag_runner_test.py	102
tfx/orchestration/config/config_utils_test.py	53
tfx/orchestration/config/docker_component_config_test.py	17
tfx/orchestration/config/pipeline_config_test.py	29
tfx/orchestration/data_types_test.py	86
tfx/orchestration/data_types_utils_test.py	291
tfx/orchestration/experimental/interactive/interactive_context_test.py	179
tfx/orchestration/experimental/interactive/notebook_formatters_test.py	29
tfx/orchestration/experimental/interactive/notebook_utils_test.py	20
tfx/orchestration/experimental/interactive/visualizations_test.py	27
tfx/orchestration/kubeflow/test_utils.py	207
tfx/orchestration/kubeflow/v2/compiler_utils_test.py	259
tfx/orchestration/kubeflow/v2/components/experimental/ai_platform_training_component_integration_test.py	54
tfx/orchestration/kubeflow/v2/components/experimental/ai_platform_training_component_test.py	131
tfx/orchestration/kubeflow/v2/components/experimental/ai_platform_training_executor_test.py	115
tfx/orchestration/kubeflow/v2/container/kubeflow_v2_entrypoint_utils_test.py	153
tfx/orchestration/kubeflow/v2/container/kubeflow_v2_run_executor_test.py	235
tfx/orchestration/kubeflow/v2/e2e_tests/artifact_value_placeholder_integration_test.py	57
tfx/orchestration/kubeflow/v2/e2e_tests/bigquery_integration_test.py	40
tfx/orchestration/kubeflow/v2/e2e_tests/csv_example_gen_integration_test.py	44
tfx/orchestration/kubeflow/v2/e2e_tests/exit_handler_e2e_test.py	55
tfx/orchestration/kubeflow/v2/file_based_example_gen/driver_test.py	215
tfx/orchestration/kubeflow/v2/kubeflow_v2_dag_runner_test.py	261
tfx/orchestration/kubeflow/v2/parameter_utils_test.py	39
tfx/orchestration/kubeflow/v2/pipeline_builder_test.py	298
tfx/orchestration/kubeflow/v2/step_builder_test.py	661
tfx/orchestration/kubeflow/v2/test_utils.py	588
tfx/orchestration/launcher/base_component_launcher_test.py	50
tfx/orchestration/launcher/container_common_test.py	69
tfx/orchestration/launcher/docker_component_launcher_e2e_test.py	63
tfx/orchestration/launcher/docker_component_launcher_test.py	98
tfx/orchestration/launcher/kubernetes_component_launcher_test.py	255
tfx/orchestration/launcher/test_utils.py	64
tfx/orchestration/local/legacy/local_dag_runner_test.py	119
tfx/orchestration/local/local_dag_runner_test.py	143
tfx/orchestration/local/local_pipeline_beam_test.py	65
tfx/orchestration/local/local_pipeline_test.py	138
tfx/orchestration/metadata_test.py	15
tfx/orchestration/mlmd_connection_manager_test.py	41
tfx/orchestration/pipeline_test.py	361
tfx/orchestration/portable/beam_executor_operator_test.py	40
tfx/orchestration/portable/cache_utils_test.py	211
tfx/orchestration/portable/docker_executor_operator_e2e_test.py	60
tfx/orchestration/portable/docker_executor_operator_test.py	84
tfx/orchestration/portable/execution/di_providers_test.py	193
tfx/orchestration/portable/execution_publish_utils_test.py	543
tfx/orchestration/portable/execution_watcher_test.py	70
tfx/orchestration/portable/importer_node_handler_test.py	145
tfx/orchestration/portable/input_resolution/channel_resolver_test.py	161
tfx/orchestration/portable/input_resolution/input_graph_resolver_test.py	139
tfx/orchestration/portable/input_resolution/mlmd_resolver/metadata_resolver_test.py	765
tfx/orchestration/portable/input_resolution/node_inputs_resolver_test.py	505
tfx/orchestration/portable/input_resolution/partition_utils_test.py	119
tfx/orchestration/portable/inputs_utils_test.py	252
tfx/orchestration/portable/kubernetes_executor_operator_test.py	174
tfx/orchestration/portable/launcher_test.py	822
tfx/orchestration/portable/merge_utils_test.py	232
tfx/orchestration/portable/mlmd/artifact_lib_test.py	101
tfx/orchestration/portable/mlmd/common_utils_test.py	68
tfx/orchestration/portable/mlmd/context_lib_test.py	141
tfx/orchestration/portable/mlmd/event_lib_test.py	326
tfx/orchestration/portable/mlmd/execution_lib_test.py	659
tfx/orchestration/portable/mlmd/store_ext_test.py	261
tfx/orchestration/portable/outputs_utils_test.py	275
tfx/orchestration/portable/partial_run_utils_test.py	939
tfx/orchestration/portable/python_driver_operator_test.py	21
tfx/orchestration/portable/python_executor_operator_test.py	94
tfx/orchestration/portable/resolver_node_handler_test.py	145
tfx/orchestration/portable/runtime_parameter_utils_test.py	65
tfx/orchestration/publisher_test.py	37
tfx/orchestration/python_execution_binary/python_execution_binary_utils_test.py	107
tfx/orchestration/test_pipelines/__init__.py	1
tfx/orchestration/test_pipelines/custom_exit_handler.py	7
tfx/orchestration/test_pipelines/download_grep_print_pipeline.py	93
tfx/orchestration/test_utils.py	62
tfx/scripts/run_component_test.py	54
tfx/scripts/run_executor_test.py	47
tfx/tools/cli/cli_main_test.py	24
tfx/tools/cli/commands/pipeline_test.py	116
tfx/tools/cli/commands/run_test.py	135
tfx/tools/cli/commands/template_test.py	53
tfx/tools/cli/container_builder/builder_test.py	35
tfx/tools/cli/container_builder/dockerfile_test.py	50
tfx/tools/cli/e2e/__init__.py	1
tfx/tools/cli/e2e/cli_airflow_e2e_test.py	263
tfx/tools/cli/e2e/cli_beam_e2e_test.py	234
tfx/tools/cli/e2e/cli_common_e2e_test.py	43
tfx/tools/cli/e2e/cli_kubeflow_e2e_test.py	297
tfx/tools/cli/e2e/cli_local_e2e_test.py	236
tfx/tools/cli/e2e/test_utils.py	46
tfx/tools/cli/handler/airflow_dag_runner_patcher_test.py	15
tfx/tools/cli/handler/airflow_handler_test.py	348
tfx/tools/cli/handler/base_handler_test.py	102
tfx/tools/cli/handler/beam_dag_runner_patcher_test.py	15
tfx/tools/cli/handler/beam_handler_test.py	281
tfx/tools/cli/handler/dag_runner_patcher_test.py	54
tfx/tools/cli/handler/handler_factory_test.py	65
tfx/tools/cli/handler/kubeflow_v2_dag_runner_patcher_test.py	41
tfx/tools/cli/handler/local_dag_runner_patcher_test.py	15
tfx/tools/cli/handler/local_handler_test.py	291
tfx/tools/cli/handler/template_handler_test.py	38
tfx/tools/cli/handler/vertex_handler_test.py	166
tfx/tools/cli/pip_utils_test.py	15
tfx/types/artifact_test.py	537
tfx/types/artifact_utils_test.py	168
tfx/types/channel_test.py	182
tfx/types/channel_utils_test.py	125
tfx/types/channel_wrapped_placeholder_test.py	473
tfx/types/component_spec_test.py	338
tfx/types/standard_artifact_utils_test.py	119
tfx/types/standard_artifacts_test.py	142
tfx/types/value_artifact_test.py	108
tfx/utils/channel_test.py	28
tfx/utils/dependency_utils_test.py	61
tfx/utils/deprecation_utils_test.py	88
tfx/utils/di/module_test.py	151
tfx/utils/doc_controls_test.py	15
tfx/utils/docker_utils_test.py	41
tfx/utils/import_utils_test.py	58
tfx/utils/io_utils_test.py	289
tfx/utils/json_utils_test.py	90
tfx/utils/logging_utils_test.py	32
tfx/utils/model_paths/tf_serving_flavor_test.py	49
tfx/utils/name_utils_test.py	37
tfx/utils/path_utils_test.py	72
tfx/utils/proto_utils_test.py	74
tfx/utils/pure_typing_utils_test.py	25
tfx/utils/retry_test.py	63
tfx/utils/telemetry_utils_test.py	75
tfx/utils/test_case_utils.py	319
tfx/utils/test_case_utils_test.py	78
tfx/utils/topsort_test.py	114
tfx/utils/typing_utils_test.py	206
tfx/utils/version_utils_test.py	10
tfx/utils/writer_utils_test.py	20