Index

A

ABC (class in feathr), [1] abstractmethod() (in module feathr), [1] agg_expr (feathr.WindowAggTransformation attribute), [1] agg_func (feathr.WindowAggTransformation attribute), [1] Aggregation (class in feathr), [1]

aggregation (feathr.LookupFeature attribute), [1] as_feature() (feathr.FeatureBase method), [1] as_key() (feathr.TypedKey method), [1] astimezone() (feathr.datetime method), [1] AVG (feathr.Aggregation attribute), [1] AvroJsonSchema (class in feathr), [1]

B

backfill_time (feathr.MaterializationSettings attribute), [1] BackfillTime (class in feathr), [1] base_feature (feathr.LookupFeature attribute), [1] blocks (feathr.Template attribute), [1] BOOL (feathr.ValueType attribute), [1], [2], [3]

BooleanFeatureType (class in feathr), [1] brokers (feathr.KafkaConfig attribute), [1] build_features() (feathr.FeathrClient method), [1] BYTES (feathr.ValueType attribute), [1], [2], [3] BytesFeatureType (class in feathr), [1]

C

combine() (feathr.datetime method), [1] config_path (feathr.FeathrClient attribute), [1]

copy() (in module feathr), [1] credential (feathr.FeathrClient attribute), [1] ctime() (feathr.datetime method), [1]

D

date() (feathr.datetime method), [1] datetime (class in feathr), [1] days (feathr.timedelta attribute), [1] debug_info (feathr.Template property), [1] deepcopy() (in module feathr), [1] DerivedFeature (class in feathr), [1]

description (feathr.TypedKey attribute), [1] Dimension (class in feathr), [1] DOUBLE (feathr.ValueType attribute), [1], [2], [3] DoubleFeatureType (class in feathr), [1] DoubleVectorFeatureType (class in feathr), [1] dst() (feathr.datetime method), [1]

E

ELEMENTWISE_AVG (feathr.Aggregation attribute), [1] ELEMENTWISE_MAX (feathr.Aggregation attribute), [1] ELEMENTWISE_MIN (feathr.Aggregation attribute), [1] ELEMENTWISE_SUM (feathr.Aggregation attribute), [1] end (feathr.BackfillTime attribute), [1] Enum (class in feathr), [1] environment (feathr.Template attribute), [1]

environment_class (feathr.Template attribute), [1] ErrorCode (class in feathr), [1] event_timestamp_column (feathr.HdfsSource attribute), [1] (feathr.ObservationSettings attribute), [1] (feathr.Source attribute), [1] expansion_feature (feathr.LookupFeature attribute), [1] expr (feathr.ExpressionTransformation attribute), [1] ExpressionTransformation (class in feathr), [1]

F

feathr module, [1] FeathrApiException, [1] FeathrClient (class in feathr), [1] Feature (class in feathr), [1] feature_list (feathr.FeatureQuery attribute), [1] feature_names (feathr.MaterializationSettings attribute), [1] feature_type (feathr.DerivedFeature attribute), [1] (feathr.Feature attribute), [1] (feathr.FeatureBase attribute), [1] (feathr.LookupFeature attribute), [1] FeatureAnchor (class in feathr), [1] FeatureBase (class in feathr), [1] FeatureNameValidationError, [1]

FeaturePrinter (class in feathr), [1] FeatureQuery (class in feathr), [1] features (feathr.FeatureAnchor attribute), [1] FeatureType (class in feathr), [1] filename (feathr.Template attribute), [1] filter (feathr.WindowAggTransformation attribute), [1] FLOAT (feathr.ValueType attribute), [1], [2], [3] FloatFeatureType (class in feathr), [1] FloatVectorFeatureType (class in feathr), [1] fold (feathr.datetime attribute), [1] from_code() (feathr.Template class method), [1] from_module_dict() (feathr.Template class method), [1] fromisoformat() (feathr.datetime method), [1] fromtimestamp() (feathr.datetime method), [1] full_name (feathr.TypedKey attribute), [1]

G

generate() (feathr.Template method), [1] generate_async() (feathr.Template method), [1] get_backfill_cutoff_time() (feathr.MaterializationSettings method), [1] get_corresponding_lineno() (feathr.Template method), [1] get_features_from_registry() (feathr.FeathrClient method), [1] get_job_result_uri() (feathr.FeathrClient method), [1]

get_job_tags() (feathr.FeathrClient method), [1] get_offline_features() (feathr.FeathrClient method), [1] get_online_features() (feathr.FeathrClient method), [1] get_result_df() (in module feathr), [1] globals (feathr.Template attribute), [1] group_by (feathr.WindowAggTransformation attribute), [1]

H

HdfsSink (class in feathr), [1] HdfsSource (class in feathr), [1]

HoconConvertible (class in feathr), [1] hour (feathr.datetime attribute), [1]

I

input_features (feathr.DerivedFeature attribute), [1] InputContext (class in feathr), [1] INT32 (feathr.ValueType attribute), [1], [2], [3] Int32FeatureType (class in feathr), [1] Int32VectorFeatureType (class in feathr), [1]

INT64 (feathr.ValueType attribute), [1], [2], [3] Int64FeatureType (class in feathr), [1] Int64VectorFeatureType (class in feathr), [1] invalid_code (feathr.ErrorCode attribute), [1] is_up_to_date (feathr.Template property), [1] isoformat() (feathr.datetime method), [1]

K

KafkaConfig (class in feathr), [1] KafKaSource (class in feathr), [1] key (feathr.DerivedFeature attribute), [1] (feathr.Feature attribute), [1] (feathr.FeatureBase attribute), [1] (feathr.FeatureQuery attribute), [1] (feathr.LookupFeature attribute), [1]

key_column_alias (feathr.TypedKey attribute), [1] key_column_type (feathr.TypedKey attribute), [1]

L

LATEST (feathr.Aggregation attribute), [1] list_registered_features() (feathr.FeathrClient method), [1]

local_workspace_dir (feathr.FeathrClient attribute), [1] LookupFeature (class in feathr), [1]

M

make_module() (feathr.Template method), [1] make_module_async() (feathr.Template method), [1] MaterializationSettings (class in feathr), [1] materialize_features() (feathr.FeathrClient method), [1] MAX (feathr.Aggregation attribute), [1] max (feathr.datetime attribute), [1] (feathr.timedelta attribute), [1] microsecond (feathr.datetime attribute), [1]

microseconds (feathr.timedelta attribute), [1] MIN (feathr.Aggregation attribute), [1] min (feathr.datetime attribute), [1] (feathr.timedelta attribute), [1] minute (feathr.datetime attribute), [1] module feathr, [1] module (feathr.Template property), [1] multi_get_online_features() (feathr.FeathrClient method), [1]

N

name (feathr.DerivedFeature attribute), [1] (feathr.Enum attribute), [1] (feathr.Feature attribute), [1] (feathr.FeatureAnchor attribute), [1] (feathr.FeatureBase attribute), [1] (feathr.HdfsSource attribute), [1] (feathr.LookupFeature attribute), [1] (feathr.MaterializationSettings attribute), [1] (feathr.Source attribute), [1] (feathr.Template attribute), [1] (feathr.UdfTransform attribute), [1]

new_context() (feathr.Template method), [1] NOP (feathr.Aggregation attribute), [1] not_implemented (feathr.ErrorCode attribute), [1] now() (feathr.datetime method), [1]

O

observation_path (feathr.ObservationSettings attribute), [1]

ObservationSettings (class in feathr), [1] output_path (feathr.HdfsSink attribute), [1]

P

path (feathr.HdfsSource attribute), [1] pprint() (in module feathr), [1] preprocessing (feathr.HdfsSource attribute), [1]

pretty_print_anchors() (feathr.FeaturePrinter static method), [1] pretty_print_feature_query() (feathr.FeaturePrinter static method), [1] pretty_print_materialize_features() (feathr.FeaturePrinter static method), [1] project_registry_tag (feathr.FeathrClient attribute), [1]

R

RedisSink (class in feathr), [1] register_features() (feathr.FeathrClient method), [1] registry_tags (feathr.DerivedFeature attribute), [1] (feathr.Feature attribute), [1] (feathr.FeatureAnchor attribute), [1] (feathr.FeatureBase attribute), [1] (feathr.HdfsSource attribute), [1] (feathr.Source attribute), [1]

render() (feathr.Template method), [1] render_async() (feathr.Template method), [1] replace() (feathr.datetime method), [1] resolution (feathr.datetime attribute), [1] (feathr.timedelta attribute), [1] root_render_func (feathr.Template attribute), [1] RowTransformation (class in feathr), [1]

S

schema (feathr.KafkaConfig attribute), [1] second (feathr.datetime attribute), [1] seconds (feathr.timedelta attribute), [1] Sink (class in feathr), [1] sinks (feathr.MaterializationSettings attribute), [1] Source (class in feathr), [1] source (feathr.FeatureAnchor attribute), [1] SourceSchema (class in feathr), [1] SparkExecutionConfiguration (class in feathr), [1]

start (feathr.BackfillTime attribute), [1] step (feathr.BackfillTime attribute), [1] stream() (feathr.Template method), [1] streaming (feathr.RedisSink attribute), [1] streamingTimeoutMs (feathr.RedisSink attribute), [1] STRING (feathr.ValueType attribute), [1], [2], [3] StringFeatureType (class in feathr), [1] strptime() (feathr.datetime method), [1] SUM (feathr.Aggregation attribute), [1]

T

table_name (feathr.RedisSink attribute), [1] Template (class in feathr), [1] time() (feathr.datetime method), [1] timedelta (class in feathr), [1] timestamp() (feathr.datetime method), [1] timestamp_format (feathr.HdfsSource attribute), [1] (feathr.ObservationSettings attribute), [1] (feathr.Source attribute), [1] timetuple() (feathr.datetime method), [1] timetz() (feathr.datetime method), [1] to_feature_config() (feathr.AvroJsonSchema method), [1] (feathr.BooleanFeatureType method), [1] (feathr.BytesFeatureType method), [1] (feathr.DerivedFeature method), [1] (feathr.DoubleFeatureType method), [1] (feathr.DoubleVectorFeatureType method), [1] (feathr.ExpressionTransformation method), [1] (feathr.Feature method), [1] (feathr.FeatureAnchor method), [1] (feathr.FeatureQuery method), [1] (feathr.FloatFeatureType method), [1] (feathr.FloatVectorFeatureType method), [1] (feathr.HdfsSink method), [1] (feathr.HdfsSource method), [1] (feathr.HoconConvertible method), [1] (feathr.InputContext method), [1] (feathr.Int32FeatureType method), [1] (feathr.Int32VectorFeatureType method), [1] (feathr.Int64FeatureType method), [1] (feathr.Int64VectorFeatureType method), [1] (feathr.KafKaSource method), [1] (feathr.LookupFeature method), [1] (feathr.ObservationSettings method), [1] (feathr.RedisSink method), [1] (feathr.StringFeatureType method), [1] (feathr.UdfTransform method), [1] (feathr.WindowAggTransformation method), [1]

topics (feathr.KafkaConfig attribute), [1] total_seconds() (feathr.timedelta method), [1] transform (feathr.DerivedFeature attribute), [1] (feathr.Feature attribute), [1] (feathr.FeatureBase attribute), [1] Transformation (class in feathr), [1] TypedKey (class in feathr), [1] tzinfo (feathr.datetime attribute), [1] tzname() (feathr.datetime method), [1]

U

UdfTransform (class in feathr), [1] UNION (feathr.Aggregation attribute), [1] UNSPECIFIED (feathr.ValueType attribute), [1], [2], [3]

utcfromtimestamp() (feathr.datetime method), [1] utcnow() (feathr.datetime method), [1] utcoffset() (feathr.datetime method), [1] utctimetuple() (feathr.datetime method), [1]

V

validate_feature() (feathr.DerivedFeature method), [1] validate_feature_name() (feathr.FeatureBase class method), [1]

validate_features() (feathr.FeatureAnchor method), [1] value (feathr.Enum attribute), [1] ValueType (class in feathr), [1]

W

wait_job_to_finish() (feathr.FeathrClient method), [1] window (feathr.WindowAggTransformation attribute), [1]

WindowAggTransformation (class in feathr), [1] with_key() (feathr.FeatureBase method), [1]