whylogs
v0.7.9
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__ALL__ (in module whylogs.app)
(in module whylogs.cli)
(in module whylogs.core)
(in module whylogs.core.statistics)
(in module whylogs.core.statistics.datatypes)
(in module whylogs.core.types)
(in module whylogs.io)
(in module whylogs.viz)
(in module whylogs.whylabs_client)
__calculate_coefficient_of_variation() (in module whylogs.viz.utils.profile_viz_calculations)
__calculate_quantile_statistics() (in module whylogs.viz.utils.profile_viz_calculations)
__calculate_sum() (in module whylogs.viz.utils.profile_viz_calculations)
__calculate_variance() (in module whylogs.viz.utils.profile_viz_calculations)
__call__() (whylogs.core.annotation_profiling.TrackBB method)
(whylogs.core.image_profiling.TrackImage method)
(whylogs.core.TrackBB method)
(whylogs.core.TrackImage method)
(whylogs.features.transforms.Brightness method)
(whylogs.features.transforms.ComposeTransforms method)
(whylogs.features.transforms.Hue method)
(whylogs.features.transforms.Resize method)
(whylogs.features.transforms.Saturation method)
(whylogs.features.transforms.SimpleBlur method)
__display_feature_chart() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
__display_rendered_template() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
__enter__() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
__exit__() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
__get_compiled_template() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
__get_template_path() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
__getitem__() (whylogs.core.statistics.constraints.DatasetConstraints method)
(whylogs.core.statistics.constraints.SummaryConstraints method)
(whylogs.core.statistics.constraints.ValueConstraints method)
(whylogs.io.local_dataset.Dataset method)
(whylogs.io.local_dataset.LocalDataset method)
(whylogs.io.LocalDataset method)
__getstate__() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
__len__() (whylogs.io.local_dataset.Dataset method)
(whylogs.io.local_dataset.LocalDataset method)
(whylogs.io.LocalDataset method)
__repr__() (whylogs.app.Session method)
(whylogs.app.session.Session method)
(whylogs.features.transforms.Brightness method)
(whylogs.features.transforms.ComposeTransforms method)
(whylogs.features.transforms.Hue method)
(whylogs.features.transforms.Resize method)
(whylogs.features.transforms.Saturation method)
(whylogs.features.transforms.SimpleBlur method)
(whylogs.io.local_dataset.Dataset method)
__setstate__() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
__subclass_framework() (whylogs.viz.ProfileVisualizer method)
(whylogs.viz.visualizer.ProfileVisualizer method)
__version__ (in module whylogs)
(in module whylogs._version)
_active_run_id (whylogs.mlflow.patcher.WhyLogsRun attribute)
_active_whylogs (in module whylogs.mlflow.patcher)
_api_key (in module whylogs.whylabs_client.wrapper)
_api_log_client (in module whylogs.whylabs_client.wrapper)
_are_nulls() (whylogs.core.types.TypedDataConverter static method)
(whylogs.core.types.typeddataconverter.TypedDataConverter static method)
_byte() (in module whylogs.util.varint)
_calculate_bins() (in module whylogs.core.summaryconverters)
_chart_theming() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer static method)
_check_and_init_between_constraint() (whylogs.core.statistics.constraints.SummaryConstraint method)
_check_and_init_distributional_measure_constraint() (whylogs.core.statistics.constraints.SummaryConstraint method)
_check_and_init_table_shape_constraint() (whylogs.core.statistics.constraints.SummaryConstraint method)
_check_and_init_valid_set_constraint() (whylogs.core.statistics.constraints.SummaryConstraint method)
_check_between_constraint_valid_initialization() (in module whylogs.core.statistics.constraints)
_check_if_summary_constraint_message_is_valid() (whylogs.core.statistics.constraints.SummaryConstraint method)
_close() (whylogs.mlflow.patcher.WhyLogsRun method)
_column_message_iterator() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
_compute_kl_divergence_continuous_distributions() (in module whylogs.core.summaryconverters)
_compute_kl_divergence_discrete_distributions() (in module whylogs.core.summaryconverters)
_confirm_profile_data() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
_copy_union() (in module whylogs.core.statistics.thetasketch)
_create_column_profile_summary_object() (in module whylogs.core.datasetprofile)
_create_logger() (whylogs.mlflow.patcher.WhyLogsRun method)
_create_theta_sketch() (whylogs.core.statistics.constraints.SummaryConstraint method)
_DEFAULT_STAT_ATTRIBUTES (in module whylogs.core.image_profiling)
_DEFAULT_TAGS_ATTRIBUTES (in module whylogs.core.image_profiling)
_do_merge() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
_do_wrap() (in module whylogs.app.utils)
_do_write() (whylogs.app.writers.LocalWriter method)
(whylogs.app.writers.S3Writer method)
_encode_item() (whylogs.util.dsketch.FrequentItemsSketch static method)
_encode_one_msg() (in module whylogs.util.protobuf)
_entropy() (in module whylogs.features.autosegmentation)
_estimate_segments() (in module whylogs.features.autosegmentation)
_EXAMPLE_REPO (in module whylogs.cli.demo_cli)
_find_best_split() (in module whylogs.features.autosegmentation)
_find_folder_feature() (whylogs.io.local_dataset.LocalDataset method)
(whylogs.io.LocalDataset method)
_format_set_values_for_display() (in module whylogs.core.statistics.constraints)
_get_constraint_type() (whylogs.core.statistics.constraints.SummaryConstraint method)
_get_field_name() (whylogs.core.statistics.constraints.SummaryConstraint method)
_get_most_popular_type() (whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
_get_or_create_log_client() (in module whylogs.whylabs_client.wrapper)
_get_or_create_logger() (whylogs.mlflow.patcher.WhyLogsRun method)
_get_str_from_ref_set() (whylogs.core.statistics.constraints.SummaryConstraint method)
_get_string_and_numbers_sets() (whylogs.core.statistics.constraints.SummaryConstraint method)
_get_value_or_field() (whylogs.core.statistics.constraints.SummaryConstraint method)
_get_whylabs_client() (in module whylogs.whylabs_client.wrapper)
_IMAGE_FEATURES (in module whylogs.features)
_IMAGE_HSV_CHANNELS (in module whylogs.core.image_profiling)
_information_gain_ratio() (in module whylogs.features.autosegmentation)
_init_data_preprocessing() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
_init_dataset() (whylogs.io.local_dataset.LocalDataset method)
(whylogs.io.LocalDataset method)
_init_theming() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
_intialize_profiles() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
_is_array_like() (whylogs.core.types.TypedDataConverter static method)
(whylogs.core.types.typeddataconverter.TypedDataConverter static method)
_is_patched (in module whylogs.mlflow.patcher)
_LENDING_CLUB_CSV (in module whylogs.cli.demo_cli)
_load_pyfunc() (in module whylogs.mlflow.sklearn)
_logger (in module whylogs.app.utils)
(in module whylogs.core.metrics.confusion_matrix)
(in module whylogs.whylabs_client.wrapper)
_LoggerKey (class in whylogs.app.session)
_loggers (whylogs.mlflow.patcher.WhyLogsRun attribute)
_matches_json_schema() (in module whylogs.core.statistics.constraints)
_merge_CM() (in module whylogs.core.metrics.confusion_matrix)
_METADATA_DEFAULT_ATTRIBUTES (in module whylogs.core.image_profiling)
_mlflow (in module whylogs.mlflow.patcher)
_multi_column_value_funcs (in module whylogs.core.statistics.constraints)
_MY_DIR (in module whylogs.viz.browser_viz)
(in module whylogs.viz.jupyter_notebook_viz)
_new_add_to_model() (in module whylogs.mlflow.patcher)
_new_mlflow_conda_env() (in module whylogs.mlflow.patcher)
_NO_ASYNC (in module whylogs.app.utils)
_non_null_type_counts() (whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
_NUMERIC_TYPES (in module whylogs.core.columnprofile)
_original_add_to_model (in module whylogs.mlflow.patcher)
_original_end_run (in module whylogs.mlflow.patcher)
_original_mlflow_conda_env (in module whylogs.mlflow.patcher)
_original_model_log (in module whylogs.mlflow.patcher)
_parse_delimited_generator() (whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.DatasetProfile static method)
_prefix_segment_tags() (whylogs.app.Logger static method)
(whylogs.app.logger.Logger static method)
_prof_data() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
_quantile_strings() (in module whylogs.core.flatten_datasetprofile)
_read_one() (in module whylogs.util.varint)
_remap() (in module whylogs.util.data)
_repr_message() (in module whylogs.util.protobuf)
_retrieve_local_segments() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
_rotate_time() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
_serialize_item() (whylogs.core.statistics.hllsketch.HllSketch method)
_session (in module whylogs.app.session)
(whylogs.mlflow.patcher.WhyLogsRun attribute)
_session_token (in module whylogs.whylabs_client.wrapper)
_set_between_constraint_default_name() (in module whylogs.core.statistics.constraints)
_set_rotation() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
_set_up_logger() (in module whylogs.cli.cli)
(in module whylogs.cli.demo_cli)
_STATS_PROPERTIES (in module whylogs.core.image_profiling)
_summary_data_preprocessing() (whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
_summary_funcs1 (in module whylogs.core.statistics.constraints)
_summary_funcs2 (in module whylogs.core.statistics.constraints)
_TAG_KEY (in module whylogs.app.logger)
_TAG_PREFIX (in module whylogs.app.logger)
_TAG_VALUE (in module whylogs.app.logger)
_threads (in module whylogs.app.utils)
_timer_threads (in module whylogs.app.utils)
_try_cast_set() (whylogs.core.statistics.constraints.SummaryConstraint method)
_try_parse_dateutil() (in module whylogs.core.statistics.constraints)
_try_parse_json() (in module whylogs.core.statistics.constraints)
_try_parse_strftime_format() (in module whylogs.core.statistics.constraints)
_TYPES (in module whylogs.core.columnprofile)
_UNIQUE_COUNT_BOUNDS_STD (in module whylogs.core.columnprofile)
_unique_count_summary() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
_upload_guest_session() (in module whylogs.whylabs_client.wrapper)
_upload_whylabs() (in module whylogs.whylabs_client.wrapper)
_use_whylabs_client (in module whylogs.app.session)
_value_funcs (in module whylogs.core.statistics.constraints)
_varint_delim_iterator() (in module whylogs.util.protobuf)
_varint_delim_reader() (in module whylogs.util.protobuf)
_wait_for_children() (in module whylogs.app.utils)
_weighted_entropy() (in module whylogs.features.autosegmentation)
_write_flat() (whylogs.app.writers.LocalWriter method)
(whylogs.app.writers.S3Writer method)
_write_json() (whylogs.app.writers.LocalWriter method)
(whylogs.app.writers.S3Writer method)
_write_multi_msg() (in module whylogs.util.protobuf)
_write_protobuf() (whylogs.app.writers.LocalWriter method)
(whylogs.app.writers.MlFlowWriter static method)
(whylogs.app.writers.S3Writer method)
(whylogs.app.writers.WhyLabsWriter static method)
A
add() (whylogs.core.metrics.confusion_matrix.ConfusionMatrix method)
(whylogs.core.metrics.regression_metrics.RegressionMetrics method)
add_drift_val_to_ref_profile_json() (in module whylogs.viz.utils.profile_viz_calculations)
add_feature_statistics() (in module whylogs.viz.utils.profile_viz_calculations)
add_integers() (whylogs.core.statistics.datatypes.FloatTracker method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker method)
add_output_field() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.core.model_profile.ModelProfile method)
(whylogs.DatasetProfile method)
ALL_SUPPORTED_FORMATS (in module whylogs.app.config)
apply_func_validate() (whylogs.core.statistics.constraints.ValueConstraint method)
apply_summary_constraints() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
apply_table_shape_constraints() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
approximateEntropyBetweenConstraint() (in module whylogs.core.statistics.constraints)
area (whylogs.core.annotation_profiling.Rectangle attribute)
array_creation() (in module whylogs.viz.matplotlib.visualizer)
array_profile() (in module whylogs.core.datasetprofile)
aspect_ratio (whylogs.core.annotation_profiling.Rectangle attribute)
async_wrap() (in module whylogs.app.utils)
autosegmentation_read() (whylogs.app.metadata_writer.MetadataWriter method)
autosegmentation_write() (whylogs.app.metadata_writer.MetadataWriter method)
available_plots() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
aws_access_key_id (whylogs.app.config.TransportParameterConfigSchema attribute)
aws_secret_access_key (whylogs.app.config.TransportParameterConfigSchema attribute)
B
BaseProfileVisualizer (class in whylogs.viz)
(class in whylogs.viz.base)
BB_ATTRIBUTES (in module whylogs.core)
(in module whylogs.core.annotation_profiling)
BEGIN_WORKFLOW (in module whylogs.cli.cli_text)
boundingBox (whylogs.core.annotation_profiling.Rectangle attribute)
Brightness (class in whylogs.features.transforms)
C
cache (whylogs.app.config.SessionConfigSchema attribute)
cache_size (whylogs.app.session._LoggerKey attribute)
calculate_metrics() (whylogs.core.annotation_profiling.TrackBB method)
(whylogs.core.TrackBB method)
CANDIDATE_MIN_FRAC (whylogs.core.statistics.SchemaTracker attribute)
(whylogs.core.statistics.schematracker.SchemaTracker attribute)
CARDINALITY_SLOP (in module whylogs.util.stats)
categorical_types (in module whylogs.viz.utils.profile_viz_calculations)
centroid (whylogs.core.annotation_profiling.Rectangle attribute)
CharPosTracker (class in whylogs.core.statistics.stringtracker)
chunk_iterator() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
cli() (in module whylogs.cli)
(in module whylogs.cli.cli)
(in module whylogs.cli.demo_cli)
close() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
(whylogs.app.writers.Writer method)
COLUMN_CHUNK_MAX_LEN_IN_BYTES (in module whylogs.core.datasetprofile)
columnChiSquaredTestPValueGreaterThanConstraint() (in module whylogs.core.statistics.constraints)
columnExistsConstraint() (in module whylogs.core.statistics.constraints)
columnKLDivergenceLessThanConstraint() (in module whylogs.core.statistics.constraints)
columnMostCommonValueInSetConstraint() (in module whylogs.core.statistics.constraints)
columnPairValuesInSetConstraint() (in module whylogs.core.statistics.constraints)
ColumnProfile (class in whylogs)
(class in whylogs.core)
(class in whylogs.core.columnprofile)
columns_chunk_iterator() (in module whylogs.core.datasetprofile)
columnsMatchSetConstraint() (in module whylogs.core.statistics.constraints)
columnUniqueValueCountBetweenConstraint() (in module whylogs.core.statistics.constraints)
columnUniqueValueProportionBetweenConstraint() (in module whylogs.core.statistics.constraints)
columnValuesAEqualBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesAGreaterThanBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesAGreaterThanEqualBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesALessThanBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesALessThanEqualBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesANotEqualBConstraint() (in module whylogs.core.statistics.constraints)
columnValuesInSetConstraint() (in module whylogs.core.statistics.constraints)
columnValuesNotNullConstraint() (in module whylogs.core.statistics.constraints)
columnValuesTypeEqualsConstraint() (in module whylogs.core.statistics.constraints)
columnValuesTypeInSetConstraint() (in module whylogs.core.statistics.constraints)
columnValuesUniqueWithinRow() (in module whylogs.core.statistics.constraints)
ComposeTransforms (class in whylogs.features.transforms)
compute_chi_squared_test_p_value() (in module whylogs.core.summaryconverters)
compute_confusion_matrix() (whylogs.core.metrics.model_metrics.ModelMetrics method)
compute_kl_divergence() (in module whylogs.core.summaryconverters)
compute_metrics() (whylogs.core.model_profile.ModelProfile method)
compute_regression_metrics() (whylogs.core.metrics.model_metrics.ModelMetrics method)
confidence (whylogs.core.annotation_profiling.Rectangle attribute)
configuration (in module whylogs.whylabs_client.wrapper)
confusion_matrix (whylogs.core.metrics.confusion_matrix.ConfusionMatrix attribute)
(whylogs.core.metrics.model_metrics.ModelMetrics attribute)
ConfusionMatrix (class in whylogs.core.metrics.confusion_matrix)
constraints (whylogs.app.session._LoggerKey attribute)
constraints_report() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
CONSTRAINTS_REPORT_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
containsCreditCardConstraint() (in module whylogs.core.statistics.constraints)
containsEmailConstraint() (in module whylogs.core.statistics.constraints)
containsSSNConstraint() (in module whylogs.core.statistics.constraints)
containsURLConstraint() (in module whylogs.core.statistics.constraints)
convert() (whylogs.cli.demo_cli.NameParamType method)
(whylogs.cli.init.NameParamType method)
(whylogs.core.types.TypedDataConverter static method)
(whylogs.core.types.typeddataconverter.TypedDataConverter static method)
copy() (whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
(whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
(whylogs.util.dsketch.FrequentItemsSketch method)
count (whylogs.core.statistics.NumberTracker property)
(whylogs.core.statistics.numbertracker.NumberTracker property)
CountersTracker (class in whylogs.core.statistics)
(class in whylogs.core.statistics.counterstracker)
create_logger() (whylogs.mlflow.model_wrapper.ModelWrapper method)
csv (whylogs.app.output_formats.OutputFormat attribute)
cudfDataFrame (in module whylogs.core.datasetprofile)
D
DATA_SOURCE_MESSAGE (in module whylogs.cli.cli_text)
DATA_WILL_BE_OVERRIDDEN (in module whylogs.cli.cli_text)
dataframe_profile() (in module whylogs.core.datasetprofile)
Dataset (class in whylogs.io.local_dataset)
dataset_name (whylogs.app.session._LoggerKey attribute)
dataset_timestamp (whylogs.app.session._LoggerKey attribute)
DatasetConstraints (class in whylogs.core.statistics.constraints)
DatasetProfile (class in whylogs)
(class in whylogs.core)
(class in whylogs.core.datasetprofile)
DATETIME_COLUMN_PROMPT (in module whylogs.cli.cli_text)
DATETIME_EXPLANATION (in module whylogs.cli.cli_text)
DATETIME_FORMAT_PROMPT (in module whylogs.cli.cli_text)
dateUtilParseableConstraint() (in module whylogs.core.statistics.constraints)
decode_bytes() (in module whylogs.util.varint)
decode_stream() (in module whylogs.util.varint)
DEFAULT_ERROR_TYPE (whylogs.util.dsketch.FrequentItemsSketch attribute)
DEFAULT_FILENAME_TEMPLATE (in module whylogs.app.writers)
DEFAULT_HIST_K (in module whylogs.core.statistics.numbertracker)
DEFAULT_IMAGE_FEATURES (in module whylogs.core.image_profiling)
DEFAULT_LG_K (in module whylogs.core.statistics.hllsketch)
DEFAULT_MAX_ITEMS_SIZE (whylogs.util.dsketch.FrequentItemsSketch attribute)
DEFAULT_PATH_TEMPLATE (in module whylogs.app.metadata_writer)
(in module whylogs.app.writers)
defaultLoggerArgs (in module whylogs.app.session)
DEFAULTS (whylogs.core.statistics.datatypes.integertracker.IntTracker attribute)
(whylogs.core.statistics.datatypes.IntTracker attribute)
demo_main() (in module whylogs.cli)
deserialize() (whylogs.core.statistics.ThetaSketch static method)
(whylogs.core.statistics.thetasketch.ThetaSketch static method)
(whylogs.util.dsketch.FrequentItemsSketch static method)
deserialize_frequent_strings_sketch() (in module whylogs.util.dsketch)
deserialize_kll_floats_sketch() (in module whylogs.util.dsketch)
difference_distribution_chart() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
DIFFERENCED_CHART_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
disable_mlflow() (in module whylogs.mlflow)
(in module whylogs.mlflow.patcher)
display_logging() (in module whylogs.logs)
distinctValuesContainSetConstraint() (in module whylogs.core.statistics.constraints)
distinctValuesEqualSetConstraint() (in module whylogs.core.statistics.constraints)
distinctValuesInSetConstraint() (in module whylogs.core.statistics.constraints)
distribution_chart() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
DISTRIBUTION_CHART_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
DOING_NOTHING_ABORTING (in module whylogs.cli.cli_text)
DONE (in module whylogs.cli.cli_text)
double_histogram() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
DOUBLE_HISTOGRAM_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
download() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
E
echo() (in module whylogs.cli.utils)
EMPTY_PATH_WARNING (in module whylogs.cli.cli_text)
enable_mlflow() (in module whylogs)
(in module whylogs.mlflow)
(in module whylogs.mlflow.patcher)
encode() (in module whylogs.util.varint)
encode_to_integers() (in module whylogs.util.util_functions)
end_session() (in module whylogs.whylabs_client)
(in module whylogs.whylabs_client.wrapper)
endpoint_url (whylogs.app.config.TransportParameterConfigSchema attribute)
ensure_path() (whylogs.app.writers.LocalWriter method)
entropy_from_column_summary() (in module whylogs.core.summaryconverters)
estimate_segments() (whylogs.app.Session method)
(whylogs.app.session.Session method)
extension_file() (in module whylogs.io.file_loader)
EXTENSIONS (in module whylogs.io.file_loader)
F
feature_name (whylogs.core.image_profiling.TrackImage attribute)
(whylogs.core.TrackImage attribute)
feature_statistics() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
FEATURE_STATISTICS_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
feature_transforms (whylogs.core.image_profiling.TrackImage attribute)
(whylogs.core.TrackImage attribute)
file_loader() (in module whylogs.io.file_loader)
file_name() (whylogs.app.writers.Writer method)
filename_template (whylogs.app.config.WriterConfigSchema attribute)
flat (whylogs.app.output_formats.OutputFormat attribute)
flat_summary() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
flatten_dataset_frequent_strings() (in module whylogs.core.flatten_datasetprofile)
flatten_dataset_histograms() (in module whylogs.core.flatten_datasetprofile)
flatten_dataset_quantiles() (in module whylogs.core.flatten_datasetprofile)
flatten_dataset_string_quantiles() (in module whylogs.core.flatten_datasetprofile)
flatten_summary() (in module whylogs.core.flatten_datasetprofile)
FLOAT_TYPES (in module whylogs.core.types.typeddataconverter)
floats (whylogs.core.statistics.NumberTracker attribute)
(whylogs.core.statistics.numbertracker.NumberTracker attribute)
FloatTracker (class in whylogs.core.statistics.datatypes)
(class in whylogs.core.statistics.datatypes.floattracker)
flush() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
formats (whylogs.app.config.WriterConfigSchema attribute)
FrequentItemsSketch (class in whylogs.util.dsketch)
from_json() (whylogs.core.statistics.constraints.DatasetConstraints static method)
from_protobuf() (whylogs.ColumnProfile static method)
(whylogs.core.ColumnProfile static method)
(whylogs.core.columnprofile.ColumnProfile static method)
(whylogs.core.columnprofile.MultiColumnProfile static method)
(whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.core.metrics.confusion_matrix.ConfusionMatrix class method)
(whylogs.core.metrics.model_metrics.ModelMetrics class method)
(whylogs.core.metrics.nlp_metrics.NLPMetrics class method)
(whylogs.core.metrics.regression_metrics.RegressionMetrics class method)
(whylogs.core.model_profile.ModelProfile class method)
(whylogs.core.MultiColumnProfile static method)
(whylogs.core.statistics.constraints.DatasetConstraints static method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraint static method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraints static method)
(whylogs.core.statistics.constraints.SummaryConstraint static method)
(whylogs.core.statistics.constraints.SummaryConstraints static method)
(whylogs.core.statistics.constraints.ValueConstraint static method)
(whylogs.core.statistics.constraints.ValueConstraints static method)
(whylogs.core.statistics.CountersTracker static method)
(whylogs.core.statistics.counterstracker.CountersTracker static method)
(whylogs.core.statistics.datatypes.FloatTracker static method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker static method)
(whylogs.core.statistics.datatypes.integertracker.IntTracker static method)
(whylogs.core.statistics.datatypes.IntTracker static method)
(whylogs.core.statistics.datatypes.VarianceTracker static method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker static method)
(whylogs.core.statistics.hllsketch.HllSketch static method)
(whylogs.core.statistics.NumberTracker static method)
(whylogs.core.statistics.numbertracker.NumberTracker static method)
(whylogs.core.statistics.SchemaTracker static method)
(whylogs.core.statistics.schematracker.SchemaTracker static method)
(whylogs.core.statistics.StringTracker static method)
(whylogs.core.statistics.stringtracker.CharPosTracker static method)
(whylogs.core.statistics.stringtracker.StringTracker static method)
(whylogs.DatasetProfile static method)
(whylogs.util.dsketch.FrequentItemsSketch static method)
from_protobuf_string() (whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.DatasetProfile static method)
from_sketch() (in module whylogs.core.summaryconverters)
from_string_sketch() (in module whylogs.core.summaryconverters)
from_utc_ms() (in module whylogs.util.time)
from_yaml() (whylogs.app.config.MetadataConfig static method)
(whylogs.app.config.SessionConfig static method)
(whylogs.app.config.WriterConfig static method)
(whylogs.app.SessionConfig static method)
(whylogs.app.WriterConfig static method)
(whylogs.SessionConfig static method)
(whylogs.WriterConfig static method)
full_profile_check() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
G
generate_constraints() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
(whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
GENERATE_NOTEBOOKS (in module whylogs.cli.cli_text)
get_apriori_error() (whylogs.util.dsketch.FrequentItemsSketch method)
get_config() (whylogs.app.Session method)
(whylogs.app.session.Session method)
get_count() (whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
get_dataset_frame() (in module whylogs.core.flatten_datasetprofile)
get_epsilon_for_lg_size() (whylogs.util.dsketch.FrequentItemsSketch method)
get_estimate() (whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
get_experiment_profiles() (in module whylogs.mlflow)
get_frequent_items() (whylogs.util.dsketch.FrequentItemsSketch method)
get_logger() (in module whylogs.app.session)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
get_lower_bound() (whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
get_num_active_items() (whylogs.util.dsketch.FrequentItemsSketch method)
get_or_create_session() (in module whylogs)
(in module whylogs.app.session)
get_pil_image_metadata() (in module whylogs.core.image_profiling)
get_pil_image_statistics() (in module whylogs.core.image_profiling)
get_result() (whylogs.core.statistics.ThetaSketch method)
(whylogs.core.statistics.thetasketch.ThetaSketch method)
get_run_profiles() (in module whylogs.mlflow)
get_segment() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
get_serialized_size_bytes() (whylogs.util.dsketch.FrequentItemsSketch method)
get_session() (in module whylogs.app.session)
get_sketch_epsilon() (whylogs.util.dsketch.FrequentItemsSketch method)
get_total_weight() (whylogs.util.dsketch.FrequentItemsSketch method)
get_type() (whylogs.core.types.TypedDataConverter static method)
(whylogs.core.types.typeddataconverter.TypedDataConverter static method)
get_upper_bound() (whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
get_valid_filename() (in module whylogs.util.data)
getter() (in module whylogs.util.data)
H
hash_segment() (in module whylogs.app.logger)
height (whylogs.core.annotation_profiling.Rectangle attribute)
HIST_AVG_NUMBER_PER_BUCKET (in module whylogs.core.summaryconverters)
histogram_from_sketch() (in module whylogs.core.summaryconverters)
HllSketch (class in whylogs.core.statistics.hllsketch)
Hue (class in whylogs.features.transforms)
I
image_based_metadata() (in module whylogs.core.image_profiling)
IMAGE_EXTENSIONS (in module whylogs.io.file_loader)
image_loader() (in module whylogs.core.image_profiling)
(in module whylogs.io.file_loader)
ImageType (in module whylogs.core.image_profiling)
(in module whylogs.features.transforms)
img (whylogs.core.image_profiling.TrackImage attribute)
(whylogs.core.TrackImage attribute)
increment_bool() (whylogs.core.statistics.CountersTracker method)
(whylogs.core.statistics.counterstracker.CountersTracker method)
increment_count() (whylogs.core.statistics.CountersTracker method)
(whylogs.core.statistics.counterstracker.CountersTracker method)
increment_null() (whylogs.core.statistics.CountersTracker method)
(whylogs.core.statistics.counterstracker.CountersTracker method)
infer_type() (whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
init() (in module whylogs.cli.demo_cli)
(in module whylogs.cli.init)
init_or_get_model_type() (whylogs.core.metrics.model_metrics.ModelMetrics method)
INITIAL_PROFILING_CONFIRM (in module whylogs.cli.cli_text)
input_path (whylogs.app.config.MetadataConfigSchema attribute)
INTEGRAL_TYPES (in module whylogs.core.types.typeddataconverter)
intersection() (whylogs.core.annotation_profiling.Rectangle method)
INTRO_MESSAGE (in module whylogs.cli.cli_text)
ints (whylogs.core.statistics.NumberTracker attribute)
(whylogs.core.statistics.numbertracker.NumberTracker attribute)
IntTracker (class in whylogs.core.statistics.datatypes)
(class in whylogs.core.statistics.datatypes.integertracker)
iou() (whylogs.core.annotation_profiling.Rectangle method)
is_active() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
is_discrete() (in module whylogs.util.stats)
is_empty() (whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
is_wsl() (in module whylogs.viz.browser_viz)
J
json (whylogs.app.output_formats.OutputFormat attribute)
,
[1]
json_loader() (in module whylogs.io.file_loader)
jsonParseableConstraint() (in module whylogs.core.statistics.constraints)
K
ks_test_compute_p_value() (in module whylogs.core.summaryconverters)
L
labels (whylogs.core.annotation_profiling.Rectangle attribute)
(whylogs.core.metrics.confusion_matrix.ConfusionMatrix attribute)
,
[1]
LENDING_CLUB_CSV (in module whylogs.cli.init)
list_whylogs_runs() (in module whylogs.mlflow)
load_config() (in module whylogs.app)
(in module whylogs.app.config)
local (whylogs.app.config.WriterType attribute)
LocalDataset (class in whylogs.io)
(class in whylogs.io.local_dataset)
LocalWriter (class in whylogs.app.writers)
log() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.mlflow.patcher.WhyLogsRun method)
log_annotation() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_csv() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_dataframe() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
(whylogs.app.Session method)
(whylogs.app.session.Session method)
log_df_segment() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_fixed_segments() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_image() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_local_dataset() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_metrics() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_pandas() (whylogs.mlflow.patcher.WhyLogsRun method)
log_segment_datum() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_segments() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
log_segments_keys() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
Logger (class in whylogs.app)
(class in whylogs.app.logger)
logger (in module whylogs.app.logger)
(in module whylogs.app.metadata_writer)
(in module whylogs.app.writers)
(in module whylogs.core.datasetprofile)
(in module whylogs.core.image_profiling)
(in module whylogs.core.metrics.nlp_metrics)
(in module whylogs.core.statistics.constraints)
(in module whylogs.core.statistics.numbertracker)
(in module whylogs.core.statistics.stringtracker)
(in module whylogs.core.summaryconverters)
(in module whylogs.features.transforms)
(in module whylogs.mlflow.model_wrapper)
(in module whylogs.mlflow.patcher)
(in module whylogs.viz.browser_viz)
(in module whylogs.viz.jupyter_notebook_viz)
logger() (whylogs.app.Session method)
(whylogs.app.session.Session method)
M
main() (in module whylogs.cli)
(in module whylogs.cli.cli)
(in module whylogs.cli.demo_cli)
make_metadata() (whylogs.app.config.MetadataConfigSchema method)
make_session() (whylogs.app.config.SessionConfigSchema method)
make_writer() (whylogs.app.config.TransportParameterConfigSchema method)
(whylogs.app.config.WriterConfigSchema method)
matchesJsonSchemaConstraint() (in module whylogs.core.statistics.constraints)
MatplotlibProfileVisualizer (class in whylogs.viz.matplotlib.visualizer)
MAX_HIST_BUCKETS (in module whylogs.core.summaryconverters)
MAX_ITEMS_SIZE (in module whylogs.core.statistics.stringtracker)
MAX_SET_DISPLAY_MESSAGE_LENGTH (in module whylogs.core.statistics.constraints)
MAX_SUMMARY_ITEMS (in module whylogs.core.statistics.stringtracker)
maxBetweenConstraint() (in module whylogs.core.statistics.constraints)
maxLessThanEqualConstraint() (in module whylogs.core.statistics.constraints)
mean() (whylogs.core.statistics.datatypes.FloatTracker method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker method)
(whylogs.core.statistics.datatypes.integertracker.IntTracker method)
(whylogs.core.statistics.datatypes.IntTracker method)
mean_absolute_error() (whylogs.core.metrics.regression_metrics.RegressionMetrics method)
mean_squared_error() (whylogs.core.metrics.regression_metrics.RegressionMetrics method)
meanBetweenConstraint() (in module whylogs.core.statistics.constraints)
merge() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
(whylogs.core.columnprofile.MultiColumnProfile method)
(whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.core.metrics.confusion_matrix.ConfusionMatrix method)
(whylogs.core.metrics.model_metrics.ModelMetrics method)
(whylogs.core.metrics.nlp_metrics.NLPMetrics method)
(whylogs.core.metrics.regression_metrics.RegressionMetrics method)
(whylogs.core.model_profile.ModelProfile method)
(whylogs.core.MultiColumnProfile method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraints method)
(whylogs.core.statistics.constraints.ValueConstraint method)
(whylogs.core.statistics.constraints.ValueConstraints method)
(whylogs.core.statistics.CountersTracker method)
(whylogs.core.statistics.counterstracker.CountersTracker method)
(whylogs.core.statistics.datatypes.FloatTracker method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker method)
(whylogs.core.statistics.datatypes.integertracker.IntTracker method)
(whylogs.core.statistics.datatypes.IntTracker method)
(whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
(whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.core.statistics.NumberTracker method)
(whylogs.core.statistics.numbertracker.NumberTracker method)
(whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
(whylogs.core.statistics.StringTracker method)
(whylogs.core.statistics.stringtracker.CharPosTracker method)
(whylogs.core.statistics.stringtracker.StringTracker method)
(whylogs.core.statistics.ThetaSketch method)
(whylogs.core.statistics.thetasketch.ThetaSketch method)
(whylogs.DatasetProfile method)
(whylogs.util.dsketch.FrequentItemsSketch method)
merge_strict() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
message_to_dict() (in module whylogs.util.protobuf)
message_to_json() (in module whylogs.util.protobuf)
metadata (whylogs.app.config.SessionConfigSchema attribute)
(whylogs.app.session._LoggerKey attribute)
(whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.DatasetProfile property)
metadata_attributes (whylogs.core.image_profiling.TrackImage attribute)
(whylogs.core.TrackImage attribute)
METADATA_DEFAULT_ATTRIBUTES (in module whylogs.core)
metadata_from_config() (in module whylogs.app.metadata_writer)
MetadataConfig (class in whylogs.app.config)
MetadataConfigSchema (class in whylogs.app.config)
MetadataWriter (class in whylogs.app.metadata_writer)
metrics (whylogs.core.model_profile.ModelProfile attribute)
minBetweenConstraint() (in module whylogs.core.statistics.constraints)
minGreaterThanEqualConstraint() (in module whylogs.core.statistics.constraints)
missingValuesProportionBetweenConstraint() (in module whylogs.core.statistics.constraints)
mlflow (whylogs.app.config.WriterType attribute)
MlFlowWriter (class in whylogs.app.writers)
MODEL_METRICS_LABEL_SIZE_WARNING_THRESHOLD (in module whylogs.core.metrics.confusion_matrix)
MODEL_METRICS_MAX_LABELS (in module whylogs.core.metrics.confusion_matrix)
model_type (whylogs.core.model_profile.ModelProfile attribute)
ModelMetrics (class in whylogs.core.metrics.model_metrics)
ModelProfile (class in whylogs.core.model_profile)
ModelWrapper (class in whylogs.mlflow.model_wrapper)
module
whylogs
whylogs._version
whylogs.app
whylogs.app.config
whylogs.app.logger
whylogs.app.metadata_writer
whylogs.app.output_formats
whylogs.app.session
whylogs.app.utils
whylogs.app.writers
whylogs.cli
whylogs.cli.cli
whylogs.cli.cli_text
whylogs.cli.demo_cli
whylogs.cli.init
whylogs.cli.utils
whylogs.core
whylogs.core.annotation_profiling
whylogs.core.columnprofile
whylogs.core.datasetprofile
whylogs.core.flatten_datasetprofile
whylogs.core.image_profiling
whylogs.core.metrics
whylogs.core.metrics.confusion_matrix
whylogs.core.metrics.model_metrics
whylogs.core.metrics.nlp_metrics
whylogs.core.metrics.regression_metrics
whylogs.core.model_profile
whylogs.core.statistics
whylogs.core.statistics.constraints
whylogs.core.statistics.counterstracker
whylogs.core.statistics.datatypes
whylogs.core.statistics.datatypes.floattracker
whylogs.core.statistics.datatypes.integertracker
whylogs.core.statistics.datatypes.variancetracker
whylogs.core.statistics.hllsketch
whylogs.core.statistics.numbertracker
whylogs.core.statistics.schematracker
whylogs.core.statistics.stringtracker
whylogs.core.statistics.thetasketch
whylogs.core.summaryconverters
whylogs.core.types
whylogs.core.types.typeddataconverter
whylogs.features
whylogs.features.autosegmentation
whylogs.features.transforms
whylogs.io
whylogs.io.file_loader
whylogs.io.local_dataset
whylogs.logs
whylogs.mlflow
whylogs.mlflow.model_wrapper
whylogs.mlflow.patcher
whylogs.mlflow.sklearn
whylogs.proto
whylogs.util
whylogs.util.data
whylogs.util.dsketch
whylogs.util.protobuf
whylogs.util.stats
whylogs.util.time
whylogs.util.util_functions
whylogs.util.varint
whylogs.viz
whylogs.viz.base
whylogs.viz.browser_viz
whylogs.viz.jupyter_notebook_viz
whylogs.viz.matplotlib
whylogs.viz.matplotlib.visualizer
whylogs.viz.utils
whylogs.viz.utils.profile_viz_calculations
whylogs.viz.visualizer
whylogs.whylabs_client
whylogs.whylabs_client.wrapper
multi_msg_reader() (in module whylogs.util.protobuf)
MultiColumnProfile (class in whylogs.core)
(class in whylogs.core.columnprofile)
MultiColumnValueConstraint (class in whylogs.core.statistics.constraints)
MultiColumnValueConstraints (class in whylogs.core.statistics.constraints)
N
name (whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.core.statistics.constraints.MultiColumnValueConstraint property)
(whylogs.core.statistics.constraints.SummaryConstraint property)
(whylogs.core.statistics.constraints.ValueConstraint property)
(whylogs.DatasetProfile property)
NAME_FORMAT (in module whylogs.cli.demo_cli)
(in module whylogs.cli.init)
NameParamType (class in whylogs.cli.demo_cli)
(class in whylogs.cli.init)
new_model_log() (in module whylogs.mlflow.patcher)
new_profile() (whylogs.app.Session method)
(whylogs.app.session.Session method)
NLPMetrics (class in whylogs.core.metrics.nlp_metrics)
NotebookProfileVisualizer (class in whylogs.viz)
(class in whylogs.viz.jupyter_notebook_viz)
NULL_TYPE (whylogs.core.statistics.SchemaTracker attribute)
(whylogs.core.statistics.schematracker.SchemaTracker attribute)
numberOfRowsConstraint() (in module whylogs.core.statistics.constraints)
numbers_summary() (in module whylogs.core.statistics.thetasketch)
NumberTracker (class in whylogs.core.statistics)
(class in whylogs.core.statistics.numbertracker)
numerical_types (in module whylogs.viz.jupyter_notebook_viz)
O
OBSERVATORY_EXPLANATION (in module whylogs.cli.cli_text)
output_fields (whylogs.core.model_profile.ModelProfile attribute)
output_path (whylogs.app.config.MetadataConfigSchema attribute)
(whylogs.app.config.WriterConfigSchema attribute)
OutputFormat (class in whylogs.app.output_formats)
OVERRIDE_CONFIRM (in module whylogs.cli.cli_text)
P
PAGE_SIZES (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
parametrizedKSTestPValueGreaterThanConstraint() (in module whylogs.core.statistics.constraints)
parse_delimited() (whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.DatasetProfile static method)
parse_delimited_single() (whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.DatasetProfile static method)
path_suffix() (whylogs.app.metadata_writer.MetadataWriter method)
(whylogs.app.writers.Writer method)
path_template (whylogs.app.config.MetadataConfigSchema attribute)
(whylogs.app.config.WriterConfigSchema attribute)
PD_EXCEL_FORMATS (in module whylogs.io.file_loader)
pipeline (whylogs.app.config.SessionConfigSchema attribute)
PIPELINE_DESCRIPTION (in module whylogs.cli.cli_text)
plot_char_pos() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_data_types() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_distribution() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_missing_values() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_string() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_string_length() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_token_length() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
plot_uniqueness() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.matplotlib.visualizer.MatplotlibProfileVisualizer method)
predict() (whylogs.mlflow.model_wrapper.ModelWrapper method)
prediction_field (whylogs.core.metrics.confusion_matrix.ConfusionMatrix attribute)
profile (whylogs.app.Logger property)
(whylogs.app.logger.Logger property)
profile_csv() (in module whylogs.cli.demo_cli)
profile_dataframe() (whylogs.app.Session method)
(whylogs.app.session.Session method)
profile_full_dataset (whylogs.app.session._LoggerKey attribute)
PROFILE_OVERRIDE_CONFIRM (in module whylogs.cli.cli_text)
profile_viewer() (in module whylogs.viz)
(in module whylogs.viz.browser_viz)
ProfileVisualizer (class in whylogs.viz)
(class in whylogs.viz.visualizer)
project (whylogs.app.config.SessionConfigSchema attribute)
PROJECT_DESCRIPTION (in module whylogs.cli.cli_text)
PROJECT_NAME_PROMPT (in module whylogs.cli.cli_text)
protobuf (whylogs.app.output_formats.OutputFormat attribute)
,
[1]
PyFuncOutput (in module whylogs.mlflow.model_wrapper)
Q
quantileBetweenConstraint() (in module whylogs.core.statistics.constraints)
QUANTILES (in module whylogs.core.summaryconverters)
quantiles_from_sketch() (in module whylogs.core.summaryconverters)
R
read_multi_msg() (in module whylogs.util.protobuf)
read_protobuf() (whylogs.core.DatasetProfile static method)
(whylogs.core.datasetprofile.DatasetProfile static method)
(whylogs.DatasetProfile static method)
Rectangle (class in whylogs.core.annotation_profiling)
region_name (whylogs.app.config.TransportParameterConfigSchema attribute)
regression_metrics (whylogs.core.metrics.model_metrics.ModelMetrics attribute)
RegressionMetrics (class in whylogs.core.metrics.regression_metrics)
remap() (in module whylogs.util.data)
remove_logger() (whylogs.app.Session method)
(whylogs.app.session.Session method)
report() (whylogs.core.statistics.constraints.DatasetConstraints method)
(whylogs.core.statistics.constraints.SummaryConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraints method)
(whylogs.core.statistics.constraints.ValueConstraint method)
(whylogs.core.statistics.constraints.ValueConstraints method)
repr_message() (in module whylogs.util.protobuf)
reset_default_session() (in module whylogs)
(in module whylogs.app.session)
Resize (class in whylogs.features.transforms)
root_mean_squared_error() (whylogs.core.metrics.regression_metrics.RegressionMetrics method)
rotate_when() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
RUN_PROFILING (in module whylogs.cli.cli_text)
S
s3 (whylogs.app.config.WriterType attribute)
S3Writer (class in whylogs.app.writers)
Saturation (class in whylogs.features.transforms)
SCALAR_NAME_MAPPING (in module whylogs.core.flatten_datasetprofile)
SCHEMA_MAJOR_VERSION (in module whylogs.core.datasetprofile)
SCHEMA_MINOR_VERSION (in module whylogs.core.datasetprofile)
SchemaTracker (class in whylogs.core.statistics)
(class in whylogs.core.statistics.schematracker)
score_field (whylogs.core.metrics.confusion_matrix.ConfusionMatrix attribute)
Segment (in module whylogs.app.logger)
segmented_profiles (whylogs.app.Logger property)
(whylogs.app.logger.Logger property)
segments (whylogs.app.session._LoggerKey attribute)
SegmentTag (in module whylogs.app.config)
(in module whylogs.app.logger)
SegmentTags (in module whylogs.app.config)
serialize() (whylogs.core.statistics.ThetaSketch method)
(whylogs.core.statistics.thetasketch.ThetaSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
serialize_delimited() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
Session (class in whylogs.app)
(class in whylogs.app.session)
session_from_config() (in module whylogs.app.session)
session_timestamp (whylogs.app.session._LoggerKey attribute)
(whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.DatasetProfile property)
session_timestamp_ms (whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.DatasetProfile property)
SessionConfig (class in whylogs)
(class in whylogs.app)
(class in whylogs.app.config)
SessionConfigSchema (class in whylogs.app.config)
set_defaults() (whylogs.core.statistics.datatypes.integertracker.IntTracker method)
(whylogs.core.statistics.datatypes.IntTracker method)
set_profiles() (whylogs.viz.base.BaseProfileVisualizer method)
(whylogs.viz.BaseProfileVisualizer method)
(whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
set_segments() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
should_rotate() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
SimpleBlur (class in whylogs.features.transforms)
single_quantile_from_sketch() (in module whylogs.core.summaryconverters)
size (whylogs.features.transforms.Resize attribute)
SKIP_DATETIME (in module whylogs.cli.cli_text)
start_session() (in module whylogs.whylabs_client)
(in module whylogs.whylabs_client.wrapper)
start_whylabs_session() (in module whylogs)
(in module whylogs.app.session)
stddev() (whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
stddevBetweenConstraint() (in module whylogs.core.statistics.constraints)
strftimeFormatConstraint() (in module whylogs.core.statistics.constraints)
stringLengthBetweenConstraint() (in module whylogs.core.statistics.constraints)
stringLengthEqualConstraint() (in module whylogs.core.statistics.constraints)
StringTracker (class in whylogs.core.statistics)
(class in whylogs.core.statistics.stringtracker)
summary_drift_report() (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer method)
(whylogs.viz.NotebookProfileVisualizer method)
SUMMARY_REPORT_TEMPLATE_NAME (whylogs.viz.jupyter_notebook_viz.NotebookProfileVisualizer attribute)
(whylogs.viz.NotebookProfileVisualizer attribute)
SummaryConstraint (class in whylogs.core.statistics.constraints)
SummaryConstraints (class in whylogs.core.statistics.constraints)
sumOfRowValuesOfMultipleColumnsEqualsConstraint() (in module whylogs.core.statistics.constraints)
SUPPORTED_OUTPUT_FORMATS (in module whylogs.app.output_formats)
SUPPORTED_TYPES (in module whylogs.core.metrics.confusion_matrix)
(in module whylogs.core.metrics.regression_metrics)
(in module whylogs.core.model_profile)
SUPPORTED_WRITERS (in module whylogs.app.config)
T
tags (whylogs.app.session._LoggerKey attribute)
(whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.DatasetProfile property)
target_field (whylogs.core.metrics.confusion_matrix.ConfusionMatrix attribute)
template_params() (whylogs.app.writers.Writer static method)
theta_sketch (whylogs.core.statistics.NumberTracker attribute)
(whylogs.core.statistics.numbertracker.NumberTracker attribute)
ThetaSketch (class in whylogs.core.statistics)
(class in whylogs.core.statistics.thetasketch)
timer_wrap() (in module whylogs.app.utils)
to_json() (whylogs.core.statistics.constraints.DatasetConstraints method)
to_properties() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
to_protobuf() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
(whylogs.core.columnprofile.MultiColumnProfile method)
(whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.core.metrics.confusion_matrix.ConfusionMatrix method)
(whylogs.core.metrics.model_metrics.ModelMetrics method)
(whylogs.core.metrics.nlp_metrics.NLPMetrics method)
(whylogs.core.metrics.regression_metrics.RegressionMetrics method)
(whylogs.core.model_profile.ModelProfile method)
(whylogs.core.MultiColumnProfile method)
(whylogs.core.statistics.constraints.DatasetConstraints method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraint method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraints method)
(whylogs.core.statistics.constraints.SummaryConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraints method)
(whylogs.core.statistics.constraints.ValueConstraint method)
(whylogs.core.statistics.constraints.ValueConstraints method)
(whylogs.core.statistics.CountersTracker method)
(whylogs.core.statistics.counterstracker.CountersTracker method)
(whylogs.core.statistics.datatypes.FloatTracker method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker method)
(whylogs.core.statistics.datatypes.integertracker.IntTracker method)
(whylogs.core.statistics.datatypes.IntTracker method)
(whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
(whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.core.statistics.NumberTracker method)
(whylogs.core.statistics.numbertracker.NumberTracker method)
(whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
(whylogs.core.statistics.StringTracker method)
(whylogs.core.statistics.stringtracker.CharPosTracker method)
(whylogs.core.statistics.stringtracker.StringTracker method)
(whylogs.DatasetProfile method)
(whylogs.util.dsketch.FrequentItemsSketch method)
to_string() (whylogs.util.dsketch.FrequentItemsSketch method)
to_summary() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
(whylogs.core.columnprofile.MultiColumnProfile method)
(whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.core.MultiColumnProfile method)
(whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.core.statistics.NumberTracker method)
(whylogs.core.statistics.numbertracker.NumberTracker method)
(whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
(whylogs.core.statistics.StringTracker method)
(whylogs.core.statistics.stringtracker.CharPosTracker method)
(whylogs.core.statistics.stringtracker.StringTracker method)
(whylogs.core.statistics.ThetaSketch method)
(whylogs.core.statistics.thetasketch.ThetaSketch method)
(whylogs.DatasetProfile method)
(whylogs.util.dsketch.FrequentItemsSketch method)
to_utc_ms() (in module whylogs.util.time)
to_yaml() (whylogs.app.config.MetadataConfig method)
(whylogs.app.config.SessionConfig method)
(whylogs.app.config.WriterConfig method)
(whylogs.app.SessionConfig method)
(whylogs.app.WriterConfig method)
(whylogs.SessionConfig method)
(whylogs.WriterConfig method)
total_row_number (whylogs.core.DatasetProfile property)
(whylogs.core.datasetprofile.DatasetProfile property)
(whylogs.DatasetProfile property)
track() (whylogs.ColumnProfile method)
(whylogs.core.ColumnProfile method)
(whylogs.core.columnprofile.ColumnProfile method)
(whylogs.core.columnprofile.MultiColumnProfile method)
(whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.core.MultiColumnProfile method)
(whylogs.core.statistics.NumberTracker method)
(whylogs.core.statistics.numbertracker.NumberTracker method)
(whylogs.core.statistics.SchemaTracker method)
(whylogs.core.statistics.schematracker.SchemaTracker method)
(whylogs.DatasetProfile method)
track_array() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
track_dataframe() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
track_datum() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
track_metrics() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
track_multi_column() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
TrackBB (class in whylogs.core)
(class in whylogs.core.annotation_profiling)
TrackImage (class in whylogs.core)
(class in whylogs.core.image_profiling)
tracking_checks() (whylogs.app.Logger method)
(whylogs.app.logger.Logger method)
transport_parameters (whylogs.app.config.WriterConfigSchema attribute)
TransportParameterConfig (class in whylogs.app.config)
TransportParameterConfigSchema (class in whylogs.app.config)
Type (in module whylogs.core.statistics.schematracker)
type (whylogs.app.config.MetadataConfigSchema attribute)
(whylogs.app.config.WriterConfigSchema attribute)
TypedDataConverter (class in whylogs.core.types)
(class in whylogs.core.types.typeddataconverter)
TYPENUM_COLUMN_NAMES (in module whylogs.core.flatten_datasetprofile)
TYPENUM_TO_NAME (in module whylogs.core.types.typeddataconverter)
TYPES (in module whylogs.core.statistics.constraints)
(in module whylogs.core.types.typeddataconverter)
U
unknown (whylogs.app.config.WriterConfigSchema.Meta attribute)
UNKNOWN_TYPE (whylogs.core.statistics.SchemaTracker attribute)
(whylogs.core.statistics.schematracker.SchemaTracker attribute)
update() (whylogs.core.metrics.nlp_metrics.NLPMetrics method)
(whylogs.core.statistics.constraints.MultiColumnValueConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraint method)
(whylogs.core.statistics.constraints.SummaryConstraints method)
(whylogs.core.statistics.constraints.ValueConstraint method)
(whylogs.core.statistics.constraints.ValueConstraints method)
(whylogs.core.statistics.datatypes.FloatTracker method)
(whylogs.core.statistics.datatypes.floattracker.FloatTracker method)
(whylogs.core.statistics.datatypes.integertracker.IntTracker method)
(whylogs.core.statistics.datatypes.IntTracker method)
(whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
(whylogs.core.statistics.hllsketch.HllSketch method)
(whylogs.core.statistics.StringTracker method)
(whylogs.core.statistics.stringtracker.CharPosTracker method)
(whylogs.core.statistics.stringtracker.StringTracker method)
(whylogs.core.statistics.ThetaSketch method)
(whylogs.core.statistics.thetasketch.ThetaSketch method)
(whylogs.util.dsketch.FrequentItemsSketch method)
update_typed() (whylogs.core.statistics.constraints.ValueConstraints method)
upload_profile() (in module whylogs.whylabs_client)
(in module whylogs.whylabs_client.wrapper)
V
valid_file() (in module whylogs.io.file_loader)
validate() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
ValueConstraint (class in whylogs.core.statistics.constraints)
ValueConstraints (class in whylogs.core.statistics.constraints)
variance (whylogs.core.statistics.NumberTracker attribute)
(whylogs.core.statistics.numbertracker.NumberTracker attribute)
variance() (whylogs.core.statistics.datatypes.VarianceTracker method)
(whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method)
VarianceTracker (class in whylogs.core.statistics.datatypes)
(class in whylogs.core.statistics.datatypes.variancetracker)
verbose (whylogs.app.config.SessionConfigSchema attribute)
verify (whylogs.app.config.TransportParameterConfigSchema attribute)
W
whylabs (whylogs.app.config.WriterType attribute)
whylabs_api_endpoint (in module whylogs.whylabs_client.wrapper)
WhyLabsWriter (class in whylogs.app.writers)
WHYLOG_YAML (in module whylogs.mlflow.patcher)
whylogs
module
whylogs._version
module
whylogs.app
module
whylogs.app.config
module
whylogs.app.logger
module
whylogs.app.metadata_writer
module
whylogs.app.output_formats
module
whylogs.app.session
module
whylogs.app.utils
module
whylogs.app.writers
module
whylogs.cli
module
whylogs.cli.cli
module
whylogs.cli.cli_text
module
whylogs.cli.demo_cli
module
whylogs.cli.init
module
whylogs.cli.utils
module
whylogs.core
module
whylogs.core.annotation_profiling
module
whylogs.core.columnprofile
module
whylogs.core.datasetprofile
module
whylogs.core.flatten_datasetprofile
module
whylogs.core.image_profiling
module
whylogs.core.metrics
module
whylogs.core.metrics.confusion_matrix
module
whylogs.core.metrics.model_metrics
module
whylogs.core.metrics.nlp_metrics
module
whylogs.core.metrics.regression_metrics
module
whylogs.core.model_profile
module
whylogs.core.statistics
module
whylogs.core.statistics.constraints
module
whylogs.core.statistics.counterstracker
module
whylogs.core.statistics.datatypes
module
whylogs.core.statistics.datatypes.floattracker
module
whylogs.core.statistics.datatypes.integertracker
module
whylogs.core.statistics.datatypes.variancetracker
module
whylogs.core.statistics.hllsketch
module
whylogs.core.statistics.numbertracker
module
whylogs.core.statistics.schematracker
module
whylogs.core.statistics.stringtracker
module
whylogs.core.statistics.thetasketch
module
whylogs.core.summaryconverters
module
whylogs.core.types
module
whylogs.core.types.typeddataconverter
module
whylogs.features
module
whylogs.features.autosegmentation
module
whylogs.features.transforms
module
whylogs.io
module
whylogs.io.file_loader
module
whylogs.io.local_dataset
module
whylogs.logs
module
whylogs.mlflow
module
whylogs.mlflow.model_wrapper
module
whylogs.mlflow.patcher
module
whylogs.mlflow.sklearn
module
whylogs.proto
module
whylogs.util
module
whylogs.util.data
module
whylogs.util.dsketch
module
whylogs.util.protobuf
module
whylogs.util.stats
module
whylogs.util.time
module
whylogs.util.util_functions
module
whylogs.util.varint
module
whylogs.viz
module
whylogs.viz.base
module
whylogs.viz.browser_viz
module
whylogs.viz.jupyter_notebook_viz
module
whylogs.viz.matplotlib
module
whylogs.viz.matplotlib.visualizer
module
whylogs.viz.utils
module
whylogs.viz.utils.profile_viz_calculations
module
whylogs.viz.visualizer
module
whylogs.whylabs_client
module
whylogs.whylabs_client.wrapper
module
WHYLOGS_YML (in module whylogs.app.config)
WhyLogsRun (class in whylogs.mlflow.patcher)
width (whylogs.core.annotation_profiling.Rectangle attribute)
with_rotation_time (whylogs.app.config.SessionConfigSchema attribute)
(whylogs.app.session._LoggerKey attribute)
write() (whylogs.app.writers.LocalWriter method)
(whylogs.app.writers.MlFlowWriter method)
(whylogs.app.writers.S3Writer method)
(whylogs.app.writers.WhyLabsWriter method)
(whylogs.app.writers.Writer method)
write_multi_msg() (in module whylogs.util.protobuf)
write_protobuf() (whylogs.core.DatasetProfile method)
(whylogs.core.datasetprofile.DatasetProfile method)
(whylogs.DatasetProfile method)
Writer (class in whylogs.app.writers)
writer_from_config() (in module whylogs.app.writers)
WriterConfig (class in whylogs)
(class in whylogs.app)
(class in whylogs.app.config)
WriterConfigSchema (class in whylogs.app.config)
WriterConfigSchema.Meta (class in whylogs.app.config)
writers (whylogs.app.config.SessionConfigSchema attribute)
WriterType (class in whylogs.app.config)
X
x1 (whylogs.core.annotation_profiling.Rectangle property)
x2 (whylogs.core.annotation_profiling.Rectangle property)
Y
y1 (whylogs.core.annotation_profiling.Rectangle property)
y2 (whylogs.core.annotation_profiling.Rectangle property)
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