Index

_

__add__() (omegaml.mixins.mdf.ApplyArithmetics method) __getitem__() (omegaml.mdataframe.MLocIndexer method) (omegaml.mdataframe.MPosIndexer method)

__len__() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) __mul__() (omegaml.mixins.mdf.ApplyArithmetics method)

A

active_run() (omegaml.backends.experiment.OmegaSimpleTracker method) agg() (omegaml.mdataframe.MGrouper method) aggregate() (omegaml.mdataframe.MGrouper method) ApplyAccumulators (class in omegaml.mixins.mdf) ApplyArithmetics (class in omegaml.mixins.mdf)

ApplyContext (class in omegaml.mixins.mdf) ApplyDateTime (class in omegaml.mixins.mdf) ApplyString (class in omegaml.mixins.mdf) as_monitor() (omegaml.backends.experiment.TrackingProvider method) attributes (omegaml.documents.Metadata attribute)

B

bucket (omegaml.documents.Metadata attribute)

C

callback() (omegaml.runtimes.OmegaRuntime method) CanvasTask (class in omegaml.runtimes.mixins.taskcanvas) clear() (omegaml.backends.experiment.OmegaSimpleTracker method) collection (omegaml.documents.Metadata attribute) collection() (omegaml.store.base.OmegaStore method) count() (omegaml.mdataframe.MGrouper method) (omegaml.mdataframe.MSeries method)

create() (omegaml.notebook.jobs.OmegaJobs method) create_index() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) created (omegaml.documents.Metadata attribute) cron (omegaml.notebook.jobschedule.JobSchedule property)

D

data() (omegaml.backends.experiment.OmegaSimpleTracker method) datasets (in module omegaml) decision_function() (omegaml.runtimes.mixins.ModelMixin method)

drop() (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method) drop_schedule() (omegaml.notebook.jobs.OmegaJobs method)

E

enable_hostqueues() (omegaml.runtimes.OmegaRuntime method) exists() (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method)

experiment() (omegaml.runtimes.OmegaRuntime method) ExperimentBackend (class in omegaml.backends.experiment), [1] export() (omegaml.notebook.jobs.OmegaJobs method)

F

fit() (omegaml.backends.basemodel.BaseModelBackend method) (omegaml.runtimes.mixins.ModelMixin method) fit_transform() (omegaml.runtimes.mixins.ModelMixin method)

from_cron() (omegaml.notebook.jobschedule.JobSchedule class method) from_text() (omegaml.notebook.jobschedule.JobSchedule class method) fs (omegaml.store.base.OmegaStore property)

G

get() (omegaml.backends.experiment.ExperimentBackend method), [1] (omegaml.backends.mlflow.gitprojects.MLFlowGitProjectBackend method) (omegaml.backends.mlflow.localprojects.MLFlowProjectBackend method) (omegaml.backends.npndarray.NumpyNDArrayBackend method) (omegaml.backends.package.PythonPackageData method) (omegaml.backends.package.PythonPipSourcedPackageData method) (omegaml.backends.rawdict.PandasRawDictBackend method) (omegaml.backends.rawfiles.PythonRawFileBackend method) (omegaml.backends.rsystem.rscripts.RPackageData method) (omegaml.backends.sqlalchemy.SQLAlchemyBackend method) (omegaml.backends.virtualobj.VirtualObjectBackend method) (omegaml.mixins.store.ProjectedMixin method) (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method) get_backend() (omegaml.store.base.OmegaStore method)

get_backend_bykind() (omegaml.store.base.OmegaStore method) get_backend_byobj() (omegaml.store.base.OmegaStore method) get_collection() (omegaml.notebook.jobs.OmegaJobs method) get_dataframe_dfgroup() (omegaml.store.base.OmegaStore method) get_dataframe_documents() (omegaml.store.base.OmegaStore method) get_dataframe_hdf() (omegaml.store.base.OmegaStore method) get_notebook_config() (omegaml.notebook.jobs.OmegaJobs method) get_object_as_python() (omegaml.store.base.OmegaStore method) get_python_data() (omegaml.store.base.OmegaStore method) get_schedule() (omegaml.notebook.jobs.OmegaJobs method) getl() (omegaml.store.base.OmegaStore method) gridfile (omegaml.documents.Metadata attribute) gridsearch() (omegaml.runtimes.mixins.GridSearchMixin method) GridSearchMixin (class in omegaml.runtimes.mixins) groupby() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method)

H

head() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method)

help() (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method)

I

inspect() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method)

install() (omegaml.mixins.store.package.PythonPackageMixin method) IOToolsStoreMixin (class in omegaml.mixins.mdf.iotools) iterchunks() (omegaml.mdataframe.MSeries method)

J

job() (omegaml.runtimes.OmegaRuntime method) jobs (in module omegaml) (in module omegaml.notebook)

JobSchedule (class in omegaml.notebook.jobschedule) JobTasks (class in omegaml.runtimes.mixins.nbtasks)

K

KIND (omegaml.backends.experiment.ExperimentBackend attribute), [1] (omegaml.backends.mlflow.gitprojects.MLFlowGitProjectBackend attribute) (omegaml.backends.mlflow.localprojects.MLFlowProjectBackend attribute) (omegaml.backends.npndarray.NumpyNDArrayBackend attribute) (omegaml.backends.package.PythonPackageData attribute) (omegaml.backends.package.PythonPipSourcedPackageData attribute) (omegaml.backends.rawdict.PandasRawDictBackend attribute) (omegaml.backends.rawfiles.PythonRawFileBackend attribute) (omegaml.backends.rsystem.rmodels.RModelBackend attribute) (omegaml.backends.rsystem.rscripts.RPackageData attribute) (omegaml.backends.scikitlearn.ScikitLearnBackend attribute) (omegaml.backends.sqlalchemy.SQLAlchemyBackend attribute) (omegaml.backends.virtualobj.VirtualObjectBackend attribute)

kind (omegaml.documents.Metadata attribute) kind_meta (omegaml.documents.Metadata attribute)

L

labels() (omegaml.runtimes.OmegaRuntime method) LazyGetMixin (class in omegaml.mixins.store) list() (omegaml.notebook.jobs.OmegaJobs method) (omegaml.runtimes.mixins.nbtasks.JobTasks method) (omegaml.store.base.OmegaStore method) list_indexes() (omegaml.mdataframe.MSeries method) loc (omegaml.mdataframe.MDataFrame property) (omegaml.mdataframe.MSeries property)

log_artifact() (omegaml.backends.experiment.OmegaSimpleTracker method) log_data() (omegaml.backends.experiment.OmegaSimpleTracker method) log_extra() (omegaml.backends.experiment.OmegaSimpleTracker method) log_metric() (omegaml.backends.experiment.OmegaSimpleTracker method) log_param() (omegaml.backends.experiment.OmegaSimpleTracker method) log_profile() (omegaml.backends.experiment.OmegaProfilingTracker method) log_system() (omegaml.backends.experiment.OmegaSimpleTracker method)

M

make_metadata() (omegaml.store.base.OmegaStore method) map() (omegaml.runtimes.mixins.nbtasks.JobTasks method) mapreduce() (omegaml.runtimes.OmegaRuntime method) MDataFrame (class in omegaml.mdataframe) merge() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) Metadata (class in omegaml.documents) metadata() (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method) MGrouper (class in omegaml.mdataframe)

MLFlowGitProjectBackend (class in omegaml.backends.mlflow.gitprojects) MLFlowProjectBackend (class in omegaml.backends.mlflow.localprojects) MLocIndexer (class in omegaml.mdataframe) mode() (omegaml.runtimes.OmegaRuntime method) model() (omegaml.runtimes.OmegaRuntime method) ModelMixin (class in omegaml.runtimes.mixins) models (in module omegaml), [1] modified (omegaml.documents.Metadata attribute) mongodb (omegaml.store.base.OmegaStore property) MPosIndexer (class in omegaml.mdataframe) MSeries (class in omegaml.mdataframe)

N

name (omegaml.documents.Metadata attribute) next_times() (omegaml.notebook.jobschedule.JobSchedule method)

NoTrackTracker (class in omegaml.backends.experiment) NumpyNDArrayBackend (class in omegaml.backends.npndarray)

O

object_store_key() (omegaml.store.base.OmegaStore method) objid (omegaml.documents.Metadata attribute) OMEGA_BROKER (in module omegaml.defaults) OMEGA_CELERY_CONFIG (in module omegaml.defaults) OMEGA_MONGO_COLLECTION (in module omegaml.defaults) OMEGA_MONGO_URL (in module omegaml.defaults) OMEGA_RESULT_BACKEND (in module omegaml.defaults) OMEGA_STORE_BACKENDS (in module omegaml.defaults)

OMEGA_STORE_MIXINS (in module omegaml.defaults) OMEGA_TMP (in module omegaml.defaults) OmegaJobs (class in omegaml.notebook.jobs), [1] OmegaProfilingTracker (class in omegaml.backends.experiment) OmegaRuntime (class in omegaml.runtimes) OmegaRuntimeBackend (class in omegaml.runtimes.loky) OmegaSimpleTracker (class in omegaml.backends.experiment) OmegaStore (class in omegaml.store.base)

P

PandasRawDictBackend (class in omegaml.backends.rawdict) parallel() (omegaml.runtimes.OmegaRuntime method) partial_fit() (omegaml.runtimes.mixins.ModelMixin method) ping() (omegaml.runtimes.OmegaRuntime method) predict() (omegaml.backends.basemodel.BaseModelBackend method) (omegaml.backends.rsystem.rmodels.RModelBackend method) (omegaml.backends.rsystem.rmodels.RModelProxy method) (omegaml.runtimes.mixins.ModelMixin method) predict_proba() (omegaml.runtimes.mixins.ModelMixin method) prefix (omegaml.documents.Metadata attribute) ProjectedMixin (class in omegaml.mixins.store) promote() (omegaml.mixins.store.promotion.PromotionMixin method), [1] PromotionMixin (class in omegaml.mixins.store.promotion), [1] put() (omegaml.backends.experiment.ExperimentBackend method), [1] (omegaml.backends.mlflow.gitprojects.MLFlowGitProjectBackend method) (omegaml.backends.mlflow.localprojects.MLFlowProjectBackend method) (omegaml.backends.npndarray.NumpyNDArrayBackend method) (omegaml.backends.package.PythonPackageData method) (omegaml.backends.package.PythonPipSourcedPackageData method) (omegaml.backends.rawdict.PandasRawDictBackend method) (omegaml.backends.rawfiles.PythonRawFileBackend method) (omegaml.backends.rsystem.rscripts.RPackageData method) (omegaml.backends.sqlalchemy.SQLAlchemyBackend method) (omegaml.backends.virtualobj.VirtualObjectBackend method) (omegaml.notebook.jobs.OmegaJobs method) (omegaml.store.base.OmegaStore method)

put_dataframe_as_dfgroup() (omegaml.store.base.OmegaStore method) put_dataframe_as_documents() (omegaml.store.base.OmegaStore method) put_ndarray_as_hdf() (omegaml.store.base.OmegaStore method) put_pyobj_as_document() (omegaml.store.base.OmegaStore method) put_pyobj_as_hdf() (omegaml.store.base.OmegaStore method) PythonPackageData (class in omegaml.backends.package) PythonPackageMixin (class in omegaml.mixins.store.package) PythonPipSourcedPackageData (class in omegaml.backends.package) PythonRawFileBackend (class in omegaml.backends.rawfiles)

Q

query() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method)

query_inplace() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) queues() (omegaml.runtimes.OmegaRuntime method)

R

read_csv() (omegaml.mixins.mdf.iotools.IOToolsStoreMixin method) rebuild_params() (omegaml.store.base.OmegaStore method) reduce() (omegaml.backends.virtualobj.VirtualObjectBackend method) register_backend() (omegaml.store.base.OmegaStore method) register_backends() (omegaml.store.base.OmegaStore method) register_mixin() (omegaml.store.base.OmegaStore method) require() (omegaml.runtimes.OmegaRuntime method) restart() (omegaml.runtimes.mixins.nbtasks.JobTasks method) restore_artifact() (omegaml.backends.experiment.OmegaSimpleTracker method) restore_artifacts() (omegaml.backends.experiment.OmegaSimpleTracker method)

restore_data() (omegaml.backends.experiment.OmegaSimpleTracker method) RModelBackend (class in omegaml.backends.rsystem.rmodels) RModelProxy (class in omegaml.backends.rsystem.rmodels) RPackageData (class in omegaml.backends.rsystem.rscripts) RScript (class in omegaml.backends.rsystem.rscripts) run() (omegaml.backends.rsystem.rscripts.RScript method) (omegaml.notebook.jobs.OmegaJobs method), [1] run_notebook() (omegaml.notebook.jobs.OmegaJobs method), [1] runtime (in module omegaml) runtimes (in module omegaml)

S

s3file (omegaml.documents.Metadata attribute) schedule() (omegaml.notebook.jobs.OmegaJobs method), [1] ScikitLearnBackend (class in omegaml.backends.scikitlearn) score() (omegaml.runtimes.mixins.ModelMixin method) script() (omegaml.runtimes.OmegaRuntime method) scripts (in module omegaml) sequence() (omegaml.runtimes.OmegaRuntime method) settings() (omegaml.runtimes.OmegaRuntime method) shape (omegaml.mdataframe.MSeries property) skip() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) sort() (omegaml.mdataframe.MDataFrame method) (omegaml.mdataframe.MSeries method) SQLAlchemyBackend (class in omegaml.backends.sqlalchemy) start() (omegaml.backends.experiment.OmegaSimpleTracker method) start_call() (omegaml.runtimes.loky.OmegaRuntimeBackend method)

stats() (omegaml.runtimes.OmegaRuntime method) status() (omegaml.backends.experiment.OmegaSimpleTracker method) (omegaml.runtimes.mixins.nbtasks.JobTasks method) stop() (omegaml.backends.experiment.OmegaSimpleTracker method) stop_call() (omegaml.runtimes.loky.OmegaRuntimeBackend method) supports() (omegaml.backends.experiment.ExperimentBackend class method), [1] (omegaml.backends.mlflow.gitprojects.MLFlowGitProjectBackend class method) (omegaml.backends.mlflow.localprojects.MLFlowProjectBackend class method) (omegaml.backends.npndarray.NumpyNDArrayBackend class method) (omegaml.backends.package.PythonPackageData class method) (omegaml.backends.package.PythonPipSourcedPackageData class method) (omegaml.backends.rawdict.PandasRawDictBackend class method) (omegaml.backends.rawfiles.PythonRawFileBackend class method) (omegaml.backends.rsystem.rmodels.RModelBackend class method) (omegaml.backends.rsystem.rscripts.RPackageData class method) (omegaml.backends.sqlalchemy.SQLAlchemyBackend class method) (omegaml.backends.virtualobj.VirtualObjectBackend class method)

T

tail() (omegaml.mdataframe.MSeries method) task() (omegaml.runtimes.OmegaRuntime method) TensorflowCallback (class in omegaml.backends.experiment) terminate() (omegaml.runtimes.loky.OmegaRuntimeBackend method) text (omegaml.notebook.jobschedule.JobSchedule property)

tmppath (omegaml.store.base.OmegaStore property) to_csv() (omegaml.mixins.mdf.iotools.IOToolsStoreMixin method) track() (omegaml.backends.experiment.TrackingProvider method) TrackingProvider (class in omegaml.backends.experiment) transform() (omegaml.backends.basemodel.BaseModelBackend method) (omegaml.runtimes.mixins.ModelMixin method)

U

unique() (omegaml.mdataframe.MSeries method)

uri (omegaml.documents.Metadata attribute) use() (omegaml.backends.experiment.OmegaSimpleTracker method)

V

value (omegaml.mdataframe.MDataFrame property) (omegaml.mdataframe.MSeries property)

VirtualObjectBackend (class in omegaml.backends.virtualobj) VirtualObjectMixin (class in omegaml.mixins.store.virtualobj), [1]

W

workers() (omegaml.runtimes.OmegaRuntime method)