Index

A

addProperty() (py4ai.data.model.text.Document method) admin (py4ai.data.layer.mongo.MongoConfig property) all() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory method) arbitrary_types_allowed (py4ai.data.layer.fs.serializer.IndexedIO.Config attribute) (py4ai.data.layer.fs.tables.TabularData.Config attribute)

ASC (py4ai.data.layer.common.repository.SortingDirection attribute) asPandasDataset (py4ai.data.model.ml.DatasetUtilsMixin property) auth (py4ai.data.layer.mongo.MongoConfig property) author (py4ai.data.model.text.Document property) authSource (py4ai.data.layer.mongo.MongoConfig property)

B

BaseCriteria (class in py4ai.data.layer.common.criteria) BaseIterable (class in py4ai.data.model.core) BaseRange (class in py4ai.data.model.core)

batch() (py4ai.data.model.core.IterableUtilsMixin method) BINARY (py4ai.data.layer.fs.serializer.FileSerializerMode attribute) buffer (py4ai.data.layer.fs.serializer.IndexedIO attribute) business_days (py4ai.data.model.core.BaseRange property)

C

cached (py4ai.data.model.core.BaseIterable property) (py4ai.data.model.core.CachedIterable property) (py4ai.data.model.core.LazyIterable property) (py4ai.data.model.ml.PandasDataset property) cached_type (py4ai.data.model.core.IterableUtilsMixin attribute) (py4ai.data.model.ml.CachedDataset attribute) (py4ai.data.model.ml.DatasetUtilsMixin attribute) (py4ai.data.model.ml.LazyDataset attribute) (py4ai.data.model.ml.PandasDataset attribute) (py4ai.data.model.text.CachedDocuments attribute) (py4ai.data.model.text.DocumentsUtilsMixin attribute) (py4ai.data.model.text.LazyDocuments attribute) CachedDataset (class in py4ai.data.model.ml) CachedDocuments (class in py4ai.data.model.text) CachedIterable (class in py4ai.data.model.core) checkNames() (py4ai.data.model.ml.DatasetUtilsMixin static method)

commit() (py4ai.data.layer.pandas.repository.PandasRepository method) complete_path_split() (in module py4ai.data.layer.fs) CompositeRange (class in py4ai.data.model.core) copy() (py4ai.data.layer.common.repository.QueryOptions method) create() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method) create_dir_if_not_exists() (in module py4ai.data.layer.fs) create_mongo_id() (in module py4ai.data.layer.mongo.serializer) createObject() (py4ai.data.model.ml.PandasDataset class method) criteria (py4ai.data.layer.fs.repository.FileSystemRepository attribute) (py4ai.data.layer.fs.tables.LocalDatabase attribute) CsvRepository (class in py4ai.data.layer.pandas.repository) CsvSerializer (class in py4ai.data.layer.fs.tables)

D

data (py4ai.data.layer.fs.tables.TabularData attribute) (py4ai.data.layer.pandas.repository.PandasRepository property) DataSerializer (class in py4ai.data.layer.common.serialiazer) DatasetUtilsMixin (class in py4ai.data.model.ml) days (py4ai.data.model.core.BaseRange property) db_name (py4ai.data.layer.mongo.MongoConfig property) delete() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method)

delete_by_criteria() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method) DES (py4ai.data.layer.common.repository.SortingDirection attribute) DillSerialization (class in py4ai.data.model.core) Document (class in py4ai.data.model.text) DocumentsUtilsMixin (class in py4ai.data.model.text) dropna() (py4ai.data.model.ml.PandasDataset method)

E

empty() (py4ai.data.layer.mongo.criteria.MongoSearchCriteria static method) (py4ai.data.layer.pandas.criteria.PandasSearchCriteria static method) (py4ai.data.layer.sqlalchemy.criteria.SqlAlchemySearchCriteria static method) (py4ai.data.model.core.BaseIterable class method) (py4ai.data.model.core.CachedIterable class method) (py4ai.data.model.core.LazyIterable class method) (py4ai.data.model.ml.PandasDataset class method)

end (py4ai.data.model.core.BaseRange property) (py4ai.data.model.core.CompositeRange property) (py4ai.data.model.core.Range property)

F

features (py4ai.data.model.ml.PandasDataset property) features() (py4ai.data.model.ml.LazyDataset method) features_and_labels_to_dataset() (in module py4ai.data.model.ml) FileSerializer (class in py4ai.data.layer.fs.serializer) FileSerializerMode (class in py4ai.data.layer.fs.serializer) FileSystemCriteriaFactory (class in py4ai.data.layer.fs.criteria) FileSystemRepository (class in py4ai.data.layer.fs.repository) FileSystemSearchCriteria (class in py4ai.data.layer.fs.criteria)

filter() (py4ai.data.model.core.IterableUtilsMixin method) filter_path_by_condition() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory method) foreach() (py4ai.data.model.core.IterableUtilsMixin method) format_name() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory static method) from_element() (py4ai.data.model.core.IterableUtilsMixin method) from_iterable() (py4ai.data.model.core.CachedIterable class method) (py4ai.data.model.core.LazyIterable class method) from_sequence() (py4ai.data.model.ml.PandasDataset class method)

G

generate_random_uuid() (in module py4ai.data.model.text) get_index_fields() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory method) get_key() (py4ai.data.layer.common.serialiazer.DataSerializer method) (py4ai.data.layer.fs.tables.CsvSerializer method) get_unbalanced_dataset() (in module py4ai.data.datasets) get_weather_nyc_dataset() (in module py4ai.data.datasets) getCollection() (py4ai.data.layer.mongo.MongoConfig method)

getFeaturesAs() (py4ai.data.model.ml.DatasetUtilsMixin method) (py4ai.data.model.ml.LazyDataset method) (py4ai.data.model.ml.PandasDataset method) getLabelsAs() (py4ai.data.model.ml.DatasetUtilsMixin method) (py4ai.data.model.ml.LazyDataset method) (py4ai.data.model.ml.PandasDataset method) getOrThrow() (py4ai.data.model.text.Document method)

H

host (py4ai.data.layer.mongo.MongoConfig property)

I

index (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory property) (py4ai.data.model.ml.PandasDataset property) IndexedIO (class in py4ai.data.layer.fs.serializer) IndexedIO.Config (class in py4ai.data.layer.fs.serializer) intersection() (py4ai.data.model.ml.PandasDataset method) items (py4ai.data.layer.common.repository.Paged attribute) (py4ai.data.model.core.BaseIterable property) (py4ai.data.model.core.CachedIterable property) (py4ai.data.model.core.LazyIterable property) (py4ai.data.model.ml.PandasDataset property)

items() (py4ai.data.model.text.Document method) IterableUtilsMixin (class in py4ai.data.model.core) iterator (py4ai.data.model.core.IterGenerator property) IterGenerator (class in py4ai.data.model.core)

L

labels (py4ai.data.model.ml.PandasDataset property) labels() (py4ai.data.model.ml.LazyDataset method) language (py4ai.data.model.text.Document property) lazy_type (py4ai.data.model.core.IterableUtilsMixin attribute) (py4ai.data.model.ml.CachedDataset attribute) (py4ai.data.model.ml.DatasetUtilsMixin attribute) (py4ai.data.model.ml.LazyDataset attribute) (py4ai.data.model.ml.PandasDataset attribute) (py4ai.data.model.text.CachedDocuments attribute) (py4ai.data.model.text.DocumentsUtilsMixin attribute) (py4ai.data.model.text.LazyDocuments attribute) LazyDataset (class in py4ai.data.model.ml)

LazyDocuments (class in py4ai.data.model.text) LazyIterable (class in py4ai.data.model.core) list() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method) load() (py4ai.data.model.core.DillSerialization class method) (py4ai.data.model.core.PickleSerialization class method) (py4ai.data.model.core.Serializable class method) loc() (py4ai.data.model.ml.PandasDataset method) LocalDatabase (class in py4ai.data.layer.fs.tables)

M

map() (py4ai.data.model.core.IterableUtilsMixin method) minutes_15 (py4ai.data.model.core.BaseRange property) mode (py4ai.data.layer.fs.serializer.FileSerializer attribute) (py4ai.data.layer.fs.tables.CsvSerializer attribute) (py4ai.data.layer.fs.tables.PickleSerializer attribute) module py4ai py4ai.data py4ai.data.datasets py4ai.data.exceptions py4ai.data.layer py4ai.data.layer.common py4ai.data.layer.common.criteria py4ai.data.layer.common.repository py4ai.data.layer.common.serialiazer py4ai.data.layer.fs py4ai.data.layer.fs.criteria py4ai.data.layer.fs.repository py4ai.data.layer.fs.serializer py4ai.data.layer.fs.tables py4ai.data.layer.mongo py4ai.data.layer.mongo.criteria py4ai.data.layer.mongo.repository py4ai.data.layer.mongo.serializer py4ai.data.layer.pandas py4ai.data.layer.pandas.criteria py4ai.data.layer.pandas.repository py4ai.data.layer.sqlalchemy py4ai.data.layer.sqlalchemy.criteria py4ai.data.layer.sqlalchemy.repository py4ai.data.layer.sqlalchemy.serializer py4ai.data.model py4ai.data.model.core py4ai.data.model.ml py4ai.data.model.text

MongoConfig (class in py4ai.data.layer.mongo) MongoModel (class in py4ai.data.layer.mongo.serializer) MongoRepository (class in py4ai.data.layer.mongo.repository) MongoSearchCriteria (class in py4ai.data.layer.mongo.criteria) more_pages (py4ai.data.layer.common.repository.Paged attribute) MultiFeatureSample (class in py4ai.data.model.ml)

N

name (py4ai.data.layer.fs.serializer.IndexedIO attribute) (py4ai.data.layer.fs.tables.TabularData attribute)

NoTableException

O

overlaps() (py4ai.data.model.core.BaseRange method) (py4ai.data.model.core.CompositeRange method) (py4ai.data.model.core.Range method)

P

Paged (class in py4ai.data.layer.common.repository) PandasDataset (class in py4ai.data.model.ml) PandasRepository (class in py4ai.data.layer.pandas.repository) PandasSearchCriteria (class in py4ai.data.layer.pandas.criteria) PandasTimeIndexedDataset (class in py4ai.data.model.ml) PickleSerialization (class in py4ai.data.model.core) PickleSerializer (class in py4ai.data.layer.fs.tables) port (py4ai.data.layer.mongo.MongoConfig property) properties (py4ai.data.model.text.Document property) py4ai module py4ai.data module py4ai.data.datasets module py4ai.data.exceptions module py4ai.data.layer module py4ai.data.layer.common module py4ai.data.layer.common.criteria module py4ai.data.layer.common.repository module py4ai.data.layer.common.serialiazer module py4ai.data.layer.fs module py4ai.data.layer.fs.criteria module py4ai.data.layer.fs.repository module

py4ai.data.layer.fs.serializer module py4ai.data.layer.fs.tables module py4ai.data.layer.mongo module py4ai.data.layer.mongo.criteria module py4ai.data.layer.mongo.repository module py4ai.data.layer.mongo.serializer module py4ai.data.layer.pandas module py4ai.data.layer.pandas.criteria module py4ai.data.layer.pandas.repository module py4ai.data.layer.sqlalchemy module py4ai.data.layer.sqlalchemy.criteria module py4ai.data.layer.sqlalchemy.repository module py4ai.data.layer.sqlalchemy.serializer module py4ai.data.model module py4ai.data.model.core module py4ai.data.model.ml module py4ai.data.model.text module

Q

query (py4ai.data.layer.common.criteria.BaseCriteria property) (py4ai.data.layer.fs.criteria.FileSystemSearchCriteria property) (py4ai.data.layer.mongo.criteria.MongoSearchCriteria property) (py4ai.data.layer.pandas.criteria.PandasSearchCriteria property) (py4ai.data.layer.sqlalchemy.criteria.SqlAlchemySearchCriteria property)

QueryOptions (class in py4ai.data.layer.common.repository)

R

Range (class in py4ai.data.model.core) range() (py4ai.data.model.core.BaseRange method) (py4ai.data.model.core.CompositeRange method) (py4ai.data.model.core.Range method) register_cached() (py4ai.data.model.core.RegisterLazyCachedIterables static method) register_lazy() (py4ai.data.model.core.RegisterLazyCachedIterables static method) RegisterLazyCachedIterables (class in py4ai.data.model.core) removeProperty() (py4ai.data.model.text.Document method) Repository (class in py4ai.data.layer.common.repository)

retrieve() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method) retrieve_by_criteria() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method)

S

Sample (class in py4ai.data.model.ml) save() (py4ai.data.layer.common.repository.Repository method) (py4ai.data.layer.fs.repository.FileSystemRepository method) (py4ai.data.layer.mongo.repository.MongoRepository method) (py4ai.data.layer.pandas.repository.PandasRepository method) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository method) SearchCriteria (class in py4ai.data.layer.common.criteria) Serializable (class in py4ai.data.model.core) serializer (py4ai.data.layer.common.repository.Repository property) (py4ai.data.layer.fs.repository.FileSystemRepository property) (py4ai.data.layer.mongo.repository.MongoRepository property) (py4ai.data.layer.pandas.repository.PandasRepository property) (py4ai.data.layer.sqlalchemy.repository.SqlAlchemyRepository property)

setRandomUUID() (py4ai.data.model.text.Document method) simplify() (py4ai.data.model.core.CompositeRange method) size (py4ai.data.layer.common.repository.Paged attribute) sort_by() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory method) SortingDirection (class in py4ai.data.layer.common.repository) SqlAlchemyRepository (class in py4ai.data.layer.sqlalchemy.repository) SqlAlchemySearchCriteria (class in py4ai.data.layer.sqlalchemy.criteria) SqlAlchemySerializer (class in py4ai.data.layer.sqlalchemy.serializer) start (py4ai.data.model.core.BaseRange property) (py4ai.data.model.core.CompositeRange property) (py4ai.data.model.core.Range property)

T

TabularData (class in py4ai.data.layer.fs.tables) TabularData.Config (class in py4ai.data.layer.fs.tables) take() (py4ai.data.model.core.IterableUtilsMixin method) takeAsPandas() (py4ai.data.model.ml.PandasDataset method) TEXT (py4ai.data.layer.fs.serializer.FileSerializerMode attribute) text (py4ai.data.model.text.Document property) to_cached() (py4ai.data.model.core.IterableUtilsMixin method) to_df() (py4ai.data.model.ml.CachedDataset method) (py4ai.data.model.text.CachedDocuments method) to_entity() (py4ai.data.layer.common.serialiazer.DataSerializer method) (py4ai.data.layer.fs.tables.CsvSerializer method) (py4ai.data.layer.fs.tables.PickleSerializer method)

to_lazy() (py4ai.data.model.core.IterableUtilsMixin method) to_object() (py4ai.data.layer.common.serialiazer.DataSerializer method) (py4ai.data.layer.fs.tables.CsvSerializer method) (py4ai.data.layer.fs.tables.PickleSerializer method) to_object_key() (py4ai.data.layer.common.serialiazer.DataSerializer method) (py4ai.data.layer.fs.tables.CsvSerializer method) (py4ai.data.layer.fs.tables.PickleSerializer method) type (py4ai.data.model.core.BaseIterable property) (py4ai.data.model.ml.DatasetUtilsMixin property) (py4ai.data.model.text.DocumentsUtilsMixin property)

U

union() (py4ai.data.model.ml.CachedDataset method) (py4ai.data.model.ml.DatasetUtilsMixin method) (py4ai.data.model.ml.LazyDataset method) (py4ai.data.model.ml.PandasDataset method)

update() (py4ai.data.layer.fs.tables.TabularData method) update_index() (py4ai.data.layer.fs.criteria.FileSystemCriteriaFactory method)

W

with_path() (py4ai.data.layer.fs.serializer.FileSerializer class method) withLookback() (py4ai.data.model.ml.LazyDataset method)

write() (py4ai.data.model.core.DillSerialization method) (py4ai.data.model.core.PickleSerialization method) (py4ai.data.model.core.Serializable method)