Path	Lines of Code
g3doc/_toc.yaml	5
g3doc/api_docs/python/_toc.yaml	61
pyproject.toml	20
setup.py	146
tensorflow_data_validation/__init__.py	38
tensorflow_data_validation/anomalies/__init__.py	1
tensorflow_data_validation/anomalies/bool_domain_util.cc	259
tensorflow_data_validation/anomalies/bool_domain_util.h	19
tensorflow_data_validation/anomalies/custom_domain_util.cc	61
tensorflow_data_validation/anomalies/custom_domain_util.h	13
tensorflow_data_validation/anomalies/dataset_constraints_util.cc	128
tensorflow_data_validation/anomalies/dataset_constraints_util.h	23
tensorflow_data_validation/anomalies/diff_util.cc	11
tensorflow_data_validation/anomalies/diff_util.h	13
tensorflow_data_validation/anomalies/feature_statistics_validator.cc	258
tensorflow_data_validation/anomalies/feature_statistics_validator.h	59
tensorflow_data_validation/anomalies/feature_util.cc	552
tensorflow_data_validation/anomalies/feature_util.h	55
tensorflow_data_validation/anomalies/features_needed.cc	35
tensorflow_data_validation/anomalies/features_needed.h	16
tensorflow_data_validation/anomalies/float_domain_util.cc	164
tensorflow_data_validation/anomalies/float_domain_util.h	14
tensorflow_data_validation/anomalies/image_domain_util.cc	89
tensorflow_data_validation/anomalies/image_domain_util.h	14
tensorflow_data_validation/anomalies/int_domain_util.cc	148
tensorflow_data_validation/anomalies/int_domain_util.h	13
tensorflow_data_validation/anomalies/internal_types.h	40
tensorflow_data_validation/anomalies/map_util.cc	84
tensorflow_data_validation/anomalies/map_util.h	30
tensorflow_data_validation/anomalies/metrics.cc	215
tensorflow_data_validation/anomalies/metrics.h	20
tensorflow_data_validation/anomalies/natural_language_domain_util.cc	186
tensorflow_data_validation/anomalies/natural_language_domain_util.h	14
tensorflow_data_validation/anomalies/path.cc	119
tensorflow_data_validation/anomalies/path.h	46
tensorflow_data_validation/anomalies/proto/__init__.py	1
tensorflow_data_validation/anomalies/proto/feature_statistics_to_proto.proto	63
tensorflow_data_validation/anomalies/proto/validation_config.proto	33
tensorflow_data_validation/anomalies/proto/validation_metadata.proto	35
tensorflow_data_validation/anomalies/schema.cc	1125
tensorflow_data_validation/anomalies/schema.h	118
tensorflow_data_validation/anomalies/schema_anomalies.cc	396
tensorflow_data_validation/anomalies/schema_anomalies.h	102
tensorflow_data_validation/anomalies/schema_util.cc	26
tensorflow_data_validation/anomalies/schema_util.h	11
tensorflow_data_validation/anomalies/statistics_view.cc	477
tensorflow_data_validation/anomalies/statistics_view.h	108
tensorflow_data_validation/anomalies/statistics_view_test_util.cc	98
tensorflow_data_validation/anomalies/statistics_view_test_util.h	43
tensorflow_data_validation/anomalies/string_domain_util.cc	172
tensorflow_data_validation/anomalies/string_domain_util.h	24
tensorflow_data_validation/api/__init__.py	1
tensorflow_data_validation/api/stats_api.py	81
tensorflow_data_validation/api/validation_api.py	316
tensorflow_data_validation/api/validation_options.py	32
tensorflow_data_validation/arrow/__init__.py	1
tensorflow_data_validation/arrow/arrow_util.py	176
tensorflow_data_validation/arrow/decoded_examples_to_arrow.py	39
tensorflow_data_validation/coders/__init__.py	1
tensorflow_data_validation/coders/csv_decoder.py	41
tensorflow_data_validation/constants.py	9
tensorflow_data_validation/data_validation.bzl	45
tensorflow_data_validation/pywrap/__init__.py	1
tensorflow_data_validation/pywrap/tensorflow_data_validation_extension.cc	12
tensorflow_data_validation/pywrap/validation_submodule.cc	63
tensorflow_data_validation/pywrap/validation_submodule.h	9
tensorflow_data_validation/skew/__init__.py	1
tensorflow_data_validation/skew/feature_skew_detector.py	204
tensorflow_data_validation/skew/protos/__init__.py	1
tensorflow_data_validation/skew/protos/feature_skew_results.proto	55
tensorflow_data_validation/statistics/__init__.py	1
tensorflow_data_validation/statistics/generators/__init__.py	1
tensorflow_data_validation/statistics/generators/basic_stats_generator.py	740
tensorflow_data_validation/statistics/generators/constituents/__init__.py	1
tensorflow_data_validation/statistics/generators/constituents/count_missing_generator.py	41
tensorflow_data_validation/statistics/generators/constituents/length_diff_generator.py	65
tensorflow_data_validation/statistics/generators/cross_feature_stats_generator.py	155
tensorflow_data_validation/statistics/generators/image_stats_generator.py	159
tensorflow_data_validation/statistics/generators/input_batch.py	59
tensorflow_data_validation/statistics/generators/lift_stats_generator.py	613
tensorflow_data_validation/statistics/generators/mutual_information.py	335
tensorflow_data_validation/statistics/generators/natural_language_domain_inferring_stats_generator.py	122
tensorflow_data_validation/statistics/generators/natural_language_stats_generator.py	464
tensorflow_data_validation/statistics/generators/partitioned_stats_generator.py	259
tensorflow_data_validation/statistics/generators/sklearn_mutual_information.py	223
tensorflow_data_validation/statistics/generators/sparse_feature_stats_generator.py	104
tensorflow_data_validation/statistics/generators/stats_generator.py	128
tensorflow_data_validation/statistics/generators/time_stats_generator.py	197
tensorflow_data_validation/statistics/generators/top_k_uniques_combiner_stats_generator.py	141
tensorflow_data_validation/statistics/generators/top_k_uniques_sketch_stats_generator.py	179
tensorflow_data_validation/statistics/generators/top_k_uniques_stats_generator.py	205
tensorflow_data_validation/statistics/generators/weighted_feature_stats_generator.py	59
tensorflow_data_validation/statistics/stats_impl.py	515
tensorflow_data_validation/statistics/stats_options.py	300
tensorflow_data_validation/tools/build_docs.py	62
tensorflow_data_validation/types.py	85
tensorflow_data_validation/utils/__init__.py	1
tensorflow_data_validation/utils/anomalies_util.py	67
tensorflow_data_validation/utils/batch_util.py	22
tensorflow_data_validation/utils/bin_util.py	24
tensorflow_data_validation/utils/display_util.py	347
tensorflow_data_validation/utils/example_weight_map.py	23
tensorflow_data_validation/utils/feature_partition_util.py	103
tensorflow_data_validation/utils/io_util.py	49
tensorflow_data_validation/utils/mutual_information_util.py	349
tensorflow_data_validation/utils/quantiles_util.py	129
tensorflow_data_validation/utils/schema_util.py	170
tensorflow_data_validation/utils/slicing_util.py	143
tensorflow_data_validation/utils/stats_gen_lib.py	173
tensorflow_data_validation/utils/stats_util.py	293
tensorflow_data_validation/utils/top_k_uniques_stats_util.py	157
tensorflow_data_validation/utils/validation_lib.py	164
tensorflow_data_validation/utils/variance_util.py	86
tensorflow_data_validation/utils/vocab_util.py	26
tensorflow_data_validation/version.py	1
tensorflow_data_validation/workspace.bzl	22