Index

_

__dir__() (whylogs.app.output_formats.OutputFormat 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) __format__() (whylogs.app.output_formats.OutputFormat method) __hash__() (whylogs.app.output_formats.OutputFormat method) __reduce_ex__() (whylogs.app.output_formats.OutputFormat method) __repr__() (whylogs.app.output_formats.OutputFormat method) __slots__ (whylogs.app.writers.LocalWriter attribute) (whylogs.app.writers.S3Writer attribute) (whylogs.app.writers.Writer attribute) __str__() (whylogs.app.output_formats.OutputFormat method) __subclass_framework() (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method) __version__ (in module whylogs) (in module whylogs._version) _byte() (in module whylogs.util.varint) _chart_theming() (visualizer.MatplotlibProfileVisualizer static method) _column_message_iterator() (whylogs.core.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile method) (whylogs.DatasetProfile method) _convert() (whylogs.app.output_formats.OutputFormat class method) _copy_union() (in module whylogs.core.statistics.thetasketch) _decode_item() (whylogs.util.dsketch.FrequentItemsSketch static method) (whylogs.util.dsketch.FrequentNumbersSketch static method) _decode_number() (whylogs.util.dsketch.FrequentNumbersSketch static method) _encode_item() (whylogs.util.dsketch.FrequentItemsSketch static method) (whylogs.util.dsketch.FrequentNumbersSketch static method) _encode_number() (whylogs.util.dsketch.FrequentNumbersSketch static method) _encode_one_msg() (in module whylogs.util.protobuf)

_EXAMPLE_REPO (in module whylogs.cli.demo_cli) _generate_next_value_() (whylogs.app.output_formats.OutputFormat method) _get_most_popular_type() (whylogs.core.statistics.SchemaTracker method) (whylogs.core.statistics.schematracker.SchemaTracker method) _init_data_preprocessing() (visualizer.MatplotlibProfileVisualizer method) _init_theming() (visualizer.MatplotlibProfileVisualizer method) _LENDING_CLUB_CSV (in module whylogs.cli.demo_cli) _missing_() (whylogs.app.output_formats.OutputFormat class method) _non_null_type_counts() (whylogs.core.statistics.SchemaTracker method) (whylogs.core.statistics.schematracker.SchemaTracker method) _NUMERIC_TYPES (in module whylogs.core.columnprofile) _parse_delimited_generator() (whylogs.core.DatasetProfile static method) (whylogs.core.datasetprofile.DatasetProfile static method) (whylogs.DatasetProfile static method) _quantile_strings() (in module whylogs.core.datasetprofile) _read_one() (in module whylogs.util.varint) _remap() (in module whylogs.util.data) _repr_message() (in module whylogs.util.protobuf) _s3client_rlock (in module whylogs.util.cloudstorage) _serialize_item() (whylogs.core.statistics.hllsketch.HllSketch method) _session (in module whylogs.app.session) _set_up_logger() (in module whylogs.cli.cli) (in module whylogs.cli.demo_cli) _summary_data_preprocessing() (visualizer.MatplotlibProfileVisualizer method) _TYPES (in module whylogs.core.columnprofile) _UNIQUE_COUNT_BOUNDS_STD (in module whylogs.core.columnprofile) _varint_delim_iterator() (in module whylogs.util.protobuf) _varint_delim_reader() (in module whylogs.util.protobuf) _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.S3Writer method)

A

add_integers() (whylogs.core.statistics.datatypes.FloatTracker method) (whylogs.core.statistics.datatypes.floattracker.FloatTracker method)

ALL_SUPPORTED_FORMATS (in module whylogs.app.config) array_profile() (in module whylogs.core.datasetprofile)

B

BaseProfileVisualizer (class in whylogs.viz) (class in whylogs.viz.base)

BEGIN_WORKFLOW (in module whylogs.cli.cli_text)

C

CANDIDATE_MIN_FRAC (whylogs.core.statistics.SchemaTracker attribute) (whylogs.core.statistics.schematracker.SchemaTracker attribute) CARDINALITY_SLOP (in module whylogs.util.stats) check_bucket() (in module whylogs.util.cloudstorage) 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) cloud_provider() (whylogs.util.datapath.CloudPath property) (whylogs.util.datapath.TimestampedDataPath property) CLOUD_PROVIDERS (in module whylogs.util.datapath) CloudPath (class in whylogs.util.datapath) COLUMN_CHUNK_MAX_LEN_IN_BYTES (in module whylogs.core.datasetprofile)

ColumnProfile (class in whylogs) (class in whylogs.core) (class in whylogs.core.columnprofile) columns_chunk_iterator() (in module whylogs.core.datasetprofile) 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.datapath.TimestampedDataPath method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch 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) csv (whylogs.app.output_formats.OutputFormat attribute)

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) DataPath (class in whylogs.util.datapath) 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) decode_bytes() (in module whylogs.util.varint) decode_stream() (in module whylogs.util.varint) DEFAULT_CLOUD_PROVIDER (in module whylogs.util.datapath) DEFAULT_ERROR_TYPE (whylogs.util.dsketch.FrequentItemsSketch attribute) (whylogs.util.dsketch.FrequentNumbersSketch attribute) DEFAULT_FILENAME_TEMPLATE (in module whylogs.app.writers) DEFAULT_HIST_K (in module whylogs.core.statistics.numbertracker)

DEFAULT_LG_K (in module whylogs.core.statistics.hllsketch) DEFAULT_MAX_ITEMS_SIZE (whylogs.util.dsketch.FrequentItemsSketch attribute) (whylogs.util.dsketch.FrequentNumbersSketch attribute) DEFAULT_PATH_TEMPLATE (in module whylogs.app.writers) DEFAULTS (whylogs.core.statistics.datatypes.integertracker.IntTracker attribute) (whylogs.core.statistics.datatypes.IntTracker attribute) demo_main() (in module whylogs.cli) deserialize() (whylogs.core.statistics.datatypes.ThetaSketch static method) (whylogs.core.statistics.ThetaSketch static method) (whylogs.core.statistics.thetasketch.ThetaSketch static method) (whylogs.util.dsketch.FrequentItemsSketch static method) (whylogs.util.dsketch.FrequentNumbersSketch static method) deserialize_frequent_strings_sketch() (in module whylogs.util.dsketch) deserialize_kll_floats_sketch() (in module whylogs.util.dsketch) display_logging() (in module whylogs.logs) DOING_NOTHING_ABORTING (in module whylogs.cli.cli_text) DONE (in module whylogs.cli.cli_text)

E

echo() (in module whylogs.cli.utils) EMPTY_PATH_WARNING (in module whylogs.cli.cli_text) enable_framework() (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method)

encode() (in module whylogs.util.varint) ensure_path() (whylogs.app.writers.LocalWriter method)

F

file_name() (whylogs.app.writers.LocalWriter method) (whylogs.app.writers.S3Writer method) (whylogs.app.writers.Writer method) filename() (whylogs.util.datapath.TimestampedDataPath property) 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_numbers() (in module whylogs.core.datasetprofile) flatten_dataset_frequent_strings() (in module whylogs.core.datasetprofile) flatten_dataset_histograms() (in module whylogs.core.datasetprofile) flatten_dataset_quantiles() (in module whylogs.core.datasetprofile) flatten_summary() (in module whylogs.core.datasetprofile) (whylogs.util.dsketch.FrequentNumbersSketch static method) 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) FrequentNumbersSketch (class in whylogs.util.dsketch) from_key() (whylogs.util.datapath.TimestampedDataPath static method) from_protobuf() (whylogs.ColumnProfile static method) (whylogs.core.ColumnProfile static method) (whylogs.core.columnprofile.ColumnProfile static method) (whylogs.core.DatasetProfile static method) (whylogs.core.datasetprofile.DatasetProfile 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.StringTracker static method) (whylogs.core.statistics.datatypes.stringtracker.StringTracker 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.DatasetProfile static method) (whylogs.util.dsketch.FrequentItemsSketch static method) (whylogs.util.dsketch.FrequentNumbersSketch 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.statistics.datatypes) (in module whylogs.core.summaryconverters) from_uri() (whylogs.util.datapath.CloudPath static method) (whylogs.util.datapath.TimestampedDataPath static method) from_utc_ms() (in module whylogs.util.time) from_yaml() (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)

G

GENERATE_NOTEBOOKS (in module whylogs.cli.cli_text) get_apriori_error() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_count() (whylogs.core.statistics.SchemaTracker method) (whylogs.core.statistics.schematracker.SchemaTracker method) get_dataset_frame() (in module whylogs.core.datasetprofile) get_epsilon_for_lg_size() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_estimate() (whylogs.core.statistics.hllsketch.HllSketch method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_frequent_items() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_logger() (in module whylogs.app.session) get_lower_bound() (whylogs.core.statistics.hllsketch.HllSketch method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_num_active_items() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method)

get_or_create_session() (in module whylogs) (in module whylogs.app.session) get_result() (whylogs.core.statistics.datatypes.ThetaSketch method) (whylogs.core.statistics.ThetaSketch method) (whylogs.core.statistics.thetasketch.ThetaSketch method) get_serialized_size_bytes() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_session() (in module whylogs.app.session) get_sketch_epsilon() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) get_total_weight() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch 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) (whylogs.util.dsketch.FrequentNumbersSketch method) get_valid_filename() (in module whylogs.util.data) getter() (in module whylogs.util.data)

H

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)

I

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) INITIAL_PROFILING_CONFIRM (in module whylogs.cli.cli_text) INTEGRAL_TYPES (in module whylogs.core.types.typeddataconverter)

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) 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) (whylogs.util.dsketch.FrequentNumbersSketch method)

J

json (whylogs.app.output_formats.OutputFormat attribute), [1]

K

key (whylogs.util.datapath.TimestampedDataPath attribute)

key() (whylogs.util.datapath.TimestampedDataPath property)

L

LENDING_CLUB_CSV (in module whylogs.cli.init) list_keys() (in module whylogs.util.cloudstorage) list_objects() (in module whylogs.util.cloudstorage) load_config() (in module whylogs.app) (in module whylogs.app.config) LocalWriter (class in whylogs.app.writers) log() (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) Logger (class in whylogs.app) (class in whylogs.app.logger) 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_session() (whylogs.app.config.SessionConfigSchema method) make_writer() (whylogs.app.config.WriterConfigSchema method) MatplotlibProfileVisualizer (class in visualizer) MAX_HIST_BUCKETS (in module whylogs.core.summaryconverters) MAX_ITEMS_SIZE (in module whylogs.core.statistics.datatypes) (in module whylogs.core.statistics.datatypes.stringtracker) MAX_SUMMARY_ITEMS (in module whylogs.core.statistics.datatypes) (in module whylogs.core.statistics.datatypes.stringtracker) 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) merge() (whylogs.ColumnProfile method) (whylogs.core.ColumnProfile method) (whylogs.core.columnprofile.ColumnProfile method) (whylogs.core.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile 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.StringTracker method) (whylogs.core.statistics.datatypes.stringtracker.StringTracker method) (whylogs.core.statistics.datatypes.ThetaSketch 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.ThetaSketch method) (whylogs.core.statistics.thetasketch.ThetaSketch method) (whylogs.DatasetProfile method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) message_to_dict() (in module whylogs.util.protobuf) message_to_json() (in module whylogs.util.protobuf), [1] metadata() (whylogs.core.DatasetProfile property) (whylogs.core.datasetprofile.DatasetProfile property) (whylogs.DatasetProfile property) module visualizer whylogs whylogs._version whylogs.app whylogs.app.config whylogs.app.logger whylogs.app.output_formats whylogs.app.session 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.columnprofile whylogs.core.datasetprofile whylogs.core.statistics whylogs.core.statistics.counterstracker whylogs.core.statistics.datatypes whylogs.core.statistics.datatypes.floattracker whylogs.core.statistics.datatypes.integertracker whylogs.core.statistics.datatypes.stringtracker whylogs.core.statistics.datatypes.variancetracker whylogs.core.statistics.hllsketch whylogs.core.statistics.numbertracker whylogs.core.statistics.schematracker whylogs.core.statistics.thetasketch whylogs.core.summaryconverters whylogs.core.types whylogs.core.types.typeddataconverter whylogs.logs whylogs.proto whylogs.util whylogs.util.cloudstorage whylogs.util.data whylogs.util.datapath whylogs.util.dsketch whylogs.util.protobuf whylogs.util.stats whylogs.util.time whylogs.util.varint whylogs.viz whylogs.viz.base whylogs.viz.visualizer

multi_msg_reader() (in module whylogs.util.protobuf)

N

name() (whylogs.app.output_formats.OutputFormat method) (whylogs.core.DatasetProfile property) (whylogs.core.datasetprofile.DatasetProfile 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_profile() (whylogs.app.Session method) (whylogs.app.session.Session method) NULL_TYPE (whylogs.core.statistics.SchemaTracker attribute) (whylogs.core.statistics.schematracker.SchemaTracker attribute) numbers_summary() (in module whylogs.core.statistics.thetasketch) NumberTracker (class in whylogs.core.statistics) (class in whylogs.core.statistics.numbertracker)

O

OBSERVATORY_EXPLANATION (in module whylogs.cli.cli_text) output_path (whylogs.app.config.WriterConfigSchema attribute)

OutputFormat (class in whylogs.app.output_formats) OVERRIDE_CONFIRM (in module whylogs.cli.cli_text)

P

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) parse_uri() (in module whylogs.util.datapath) path_suffix() (whylogs.app.writers.LocalWriter method) (whylogs.app.writers.S3Writer method) (whylogs.app.writers.Writer method) path_template (whylogs.app.config.WriterConfigSchema attribute) pipeline (whylogs.app.config.SessionConfigSchema attribute) PIPELINE_DESCRIPTION (in module whylogs.cli.cli_text) plot_data_types() (visualizer.MatplotlibProfileVisualizer method) (whylogs.viz.base.BaseProfileVisualizer method) (whylogs.viz.BaseProfileVisualizer method) (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method) plot_distribution() (visualizer.MatplotlibProfileVisualizer method) (whylogs.viz.base.BaseProfileVisualizer method) (whylogs.viz.BaseProfileVisualizer method) (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method)

plot_missing_values() (visualizer.MatplotlibProfileVisualizer method) (whylogs.viz.base.BaseProfileVisualizer method) (whylogs.viz.BaseProfileVisualizer method) (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method) plot_uniqueness() (visualizer.MatplotlibProfileVisualizer method) (whylogs.viz.base.BaseProfileVisualizer method) (whylogs.viz.BaseProfileVisualizer method) (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method) prefix() (whylogs.util.datapath.DataPath property) 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_OVERRIDE_CONFIRM (in module whylogs.cli.cli_text) 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]

Q

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) remap() (in module whylogs.util.data) remove_logger() (whylogs.app.Session method) (whylogs.app.session.Session method)

repr_message() (in module whylogs.util.protobuf) reset_default() (in module whylogs.app.session) reset_default_session() (in module whylogs) (in module whylogs.app.session) RUN_PROFILING (in module whylogs.cli.cli_text)

S

s3client() (in module whylogs.util.cloudstorage) S3Writer (class in whylogs.app.writers) SCALAR_NAME_MAPPING (in module whylogs.core.datasetprofile) SchemaTracker (class in whylogs.core.statistics) (class in whylogs.core.statistics.schematracker) serialize() (whylogs.core.statistics.datatypes.ThetaSketch method) (whylogs.core.statistics.ThetaSketch method) (whylogs.core.statistics.thetasketch.ThetaSketch method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch 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.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() (visualizer.MatplotlibProfileVisualizer method) (whylogs.viz.base.BaseProfileVisualizer method) (whylogs.viz.BaseProfileVisualizer method) (whylogs.viz.ProfileVisualizer method) (whylogs.viz.visualizer.ProfileVisualizer method) SKIP_DATETIME (in module whylogs.cli.cli_text) stddev() (whylogs.core.statistics.datatypes.VarianceTracker method) (whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method) StringTracker (class in whylogs.core.statistics.datatypes) (class in whylogs.core.statistics.datatypes.stringtracker) SUPPORTED_OUTPUT_FORMATS (in module whylogs.app.output_formats)

T

t() (whylogs.util.datapath.TimestampedDataPath property) tags() (whylogs.core.DatasetProfile property) (whylogs.core.datasetprofile.DatasetProfile property) (whylogs.DatasetProfile property) template_params() (whylogs.app.writers.LocalWriter static method) (whylogs.app.writers.S3Writer static method) (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.datatypes) (class in whylogs.core.statistics.thetasketch) time_folder (whylogs.util.datapath.TimestampedDataPath attribute) time_folder() (whylogs.util.datapath.TimestampedDataPath property) timestamped_data_path() (whylogs.util.datapath.DataPath property) TimestampedDataPath (class in whylogs.util.datapath) 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.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile 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.StringTracker method) (whylogs.core.statistics.datatypes.stringtracker.StringTracker 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.DatasetProfile method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) to_string() (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method) to_summary() (whylogs.ColumnProfile method) (whylogs.core.ColumnProfile method) (whylogs.core.columnprofile.ColumnProfile method) (whylogs.core.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile method) (whylogs.core.statistics.datatypes.StringTracker method) (whylogs.core.statistics.datatypes.stringtracker.StringTracker method) (whylogs.core.statistics.datatypes.ThetaSketch 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.ThetaSketch method) (whylogs.core.statistics.thetasketch.ThetaSketch method) (whylogs.DatasetProfile method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method)

to_utc_ms() (in module whylogs.util.time) to_yaml() (whylogs.app.config.SessionConfig method) (whylogs.app.config.WriterConfig method) (whylogs.app.SessionConfig method) (whylogs.app.WriterConfig method) (whylogs.SessionConfig method) (whylogs.WriterConfig method) track() (whylogs.ColumnProfile method) (whylogs.core.ColumnProfile method) (whylogs.core.columnprofile.ColumnProfile method) (whylogs.core.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile 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) Type (in module whylogs.core.statistics.schematracker) type (whylogs.app.config.WriterConfigSchema attribute) TypedDataConverter (class in whylogs.core.types) (class in whylogs.core.types.typeddataconverter) TYPENUM_COLUMN_NAMES (in module whylogs.core.datasetprofile) TYPENUM_TO_NAME (in module whylogs.core.types.typeddataconverter) TYPES (in module whylogs.core.types.typeddataconverter)

U

UNKNOWN_TYPE (whylogs.core.statistics.SchemaTracker attribute) (whylogs.core.statistics.schematracker.SchemaTracker attribute) update() (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.StringTracker method) (whylogs.core.statistics.datatypes.stringtracker.StringTracker method) (whylogs.core.statistics.datatypes.ThetaSketch method) (whylogs.core.statistics.datatypes.VarianceTracker method) (whylogs.core.statistics.datatypes.variancetracker.VarianceTracker method) (whylogs.core.statistics.hllsketch.HllSketch method) (whylogs.core.statistics.ThetaSketch method) (whylogs.core.statistics.thetasketch.ThetaSketch method) (whylogs.util.dsketch.FrequentItemsSketch method) (whylogs.util.dsketch.FrequentNumbersSketch method)

uri() (whylogs.util.datapath.CloudPath property) (whylogs.util.datapath.TimestampedDataPath property) utc_folder() (in module whylogs.util.datapath) utc_timestamp() (in module whylogs.util.datapath)

V

validate() (whylogs.core.DatasetProfile method) (whylogs.core.datasetprofile.DatasetProfile method) (whylogs.DatasetProfile method) value() (whylogs.app.output_formats.OutputFormat method) 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) visualizer module

W

whylogs module whylogs._version module whylogs.app module whylogs.app.config module whylogs.app.logger module whylogs.app.output_formats module whylogs.app.session 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.columnprofile module whylogs.core.datasetprofile module whylogs.core.statistics 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.stringtracker 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.thetasketch module whylogs.core.summaryconverters module whylogs.core.types module whylogs.core.types.typeddataconverter module whylogs.logs module whylogs.proto module whylogs.util module whylogs.util.cloudstorage module whylogs.util.data module whylogs.util.datapath module whylogs.util.dsketch module whylogs.util.protobuf module whylogs.util.stats module whylogs.util.time module whylogs.util.varint module whylogs.viz module whylogs.viz.base module whylogs.viz.visualizer module WHYLOGS_YML (in module whylogs.app.config) write() (whylogs.app.writers.LocalWriter method) (whylogs.app.writers.S3Writer 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) writers (whylogs.app.config.SessionConfigSchema attribute)