Index

_

_dump() (mlopus.artschema.Dumper method)

_load() (mlopus.artschema.Loader method) _verify() (mlopus.artschema.Dumper method)

A

A (in module mlopus.artschema.framework) alias (mlopus.artschema.get_schema parameter) (mlopus.kedro.hooks.mlflow_tracker.LogFile attribute) aliased_as (mlopus.artschema.Tags.using parameter) allow_duplication (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.RunApi.log_artifact parameter) (mlopus.mlflow.RunApi.log_model_version parameter) always_pull_artifacts (mlopus.mlflow.BaseMlflowApi attribute) and_extras (mlopus.artschema.Tags.using parameter) api_conf_schema() (in module mlopus.mlflow) Artifact (mlopus.artschema.Dumper property)

artifact (mlopus.artschema.Dumper._dump parameter) (mlopus.artschema.Dumper.dump parameter) Artifact (mlopus.artschema.Loader property) artifact (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec.log parameter) Artifact (mlopus.artschema.Schema property) artifact (mlopus.artschema.Schema.get_dumper parameter) artifact_specs (mlopus.artschema.ArtifactsCatalog.download parameter) (mlopus.artschema.ArtifactsCatalog.export parameter) (mlopus.artschema.ArtifactsCatalog.load parameter) (mlopus.artschema.ArtifactsCatalog.verify parameter) ArtifactSchemaDataset.Config (class in mlopus.kedro) at_version (mlopus.artschema.Tags.using parameter) auto_register (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute)

C

cache() (mlopus.mlflow.ModelVersionApi method) cache_artifact() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) cache_dir (mlopus.mlflow.BaseMlflowApi attribute) (mlopus.mlflow.providers.generic.GenericMlflowApi attribute) cache_exp_meta() (mlopus.mlflow.BaseMlflowApi method) cache_local_artifacts (mlopus.mlflow.BaseMlflowApi attribute) cache_meta() (mlopus.mlflow.ExpApi method) (mlopus.mlflow.ModelApi method) (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) cache_model_artifact() (mlopus.mlflow.BaseMlflowApi method) cache_model_meta() (mlopus.mlflow.BaseMlflowApi method) cache_model_version_meta() (mlopus.mlflow.BaseMlflowApi method) cache_run_artifact() (mlopus.mlflow.BaseMlflowApi method) cache_run_meta() (mlopus.mlflow.BaseMlflowApi method) children (mlopus.mlflow.RunApi property) clean_all_cache() (mlopus.mlflow.BaseMlflowApi method) clean_cached_artifact() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method)

clean_cached_model_artifact() (mlopus.mlflow.BaseMlflowApi method) clean_cached_run_artifact() (mlopus.mlflow.BaseMlflowApi method) clean_temp_artifacts() (mlopus.mlflow.BaseMlflowApi method) cleanup (mlopus.kedro.hooks.mlflow_tracker.LogFile attribute) client_settings (mlopus.mlflow.providers.mlflow.MlflowApi attribute) cls (mlopus.artschema.ClassSpec attribute) (mlopus.artschema.Tags.using parameter) (mlopus.mlflow.api_conf_schema parameter) (mlopus.mlflow.get_api parameter) collect_on_error (mlopus.kedro.MlflowArtifacts attribute) conf (mlopus.mlflow.get_api parameter) config (mlopus.kedro.MlflowTracker attribute) Config.Config (class in mlopus.kedro.hooks.mlflow_tracker) ConfigMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker) create_child() (mlopus.mlflow.RunApi method) create_exp() (mlopus.mlflow.BaseMlflowApi method) create_model() (mlopus.mlflow.BaseMlflowApi method) create_run() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.ExpApi method)

D

D (in module mlopus.artschema.framework) data_translation (mlopus.mlflow.providers.mlflow.MlflowApi attribute) datasets (mlopus.kedro.hooks.mlflow_tracker.Metrics attribute) (mlopus.kedro.MlflowTracker attribute) Datasets.Config (class in mlopus.kedro.hooks.mlflow_tracker) DatasetsMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker) download() (mlopus.artschema.ArtifactsCatalog class method) (mlopus.artschema.LoadArtifactSpec method) dry_run (mlopus.artschema.load_artifact parameter) (mlopus.artschema.LoadArtifactSpec.load parameter) (mlopus.artschema.Loader.load parameter) (mlopus.artschema.Schema.get_loader parameter)

dump() (mlopus.artschema.Dumper method) Dumper (mlopus.artschema.Loader property) dumper (mlopus.artschema.Loader._load parameter) Dumper (mlopus.artschema.Schema property) dumper (mlopus.artschema.Schema.get_dumper parameter) (mlopus.kedro.ArtifactSchemaDataset attribute) Dumper.Config (class in mlopus.artschema) dumper_conf (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) dumper_kwargs (mlopus.artschema.Schema.get_dumper parameter)

E

effect (mlopus.kedro.hooks.mlflow_tracker.NodeRule attribute) (mlopus.kedro.hooks.mlflow_tracker.Rule attribute) enabled (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.kedro.hooks.mlflow_tracker.ConfigMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.DatasetsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Logs attribute) (mlopus.kedro.hooks.mlflow_tracker.MetricsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.NodesMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.ParamsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Report attribute) (mlopus.kedro.hooks.mlflow_tracker.TagsMlflow attribute) end_run() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.RunApi method) end_time (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.schema.Run attribute) entity_api (mlopus.artschema.LoadArtifactSpec property) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput property) entity_serializer (mlopus.mlflow.BaseMlflowApi attribute) exp (mlopus.mlflow.BaseMlflowApi.cache_exp_meta parameter) (mlopus.mlflow.BaseMlflowApi.create_run parameter) (mlopus.mlflow.BaseMlflowApi.export_exp_meta parameter) (mlopus.mlflow.BaseMlflowApi.get_exp parameter) (mlopus.mlflow.BaseMlflowApi.get_exp_url parameter) (mlopus.mlflow.BaseMlflowApi.get_run_url parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_exp parameter) (mlopus.mlflow.BaseMlflowApi.start_run parameter) (mlopus.mlflow.MlflowRunManager attribute) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.schema.Run attribute)

exp_name (mlopus.kedro.datasets.artschema.ExpSubject attribute) ExpApi.Config (class in mlopus.mlflow) Experiment.Config (class in mlopus.mlflow.schema) export() (mlopus.artschema.ArtifactsCatalog class method) (mlopus.artschema.LoadArtifactSpec method) (mlopus.mlflow.ModelVersionApi method) export_artifact() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) export_exp_meta() (mlopus.mlflow.BaseMlflowApi method) export_meta() (mlopus.mlflow.ExpApi method) (mlopus.mlflow.ModelApi method) (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) export_model_artifact() (mlopus.mlflow.BaseMlflowApi method) export_model_meta() (mlopus.mlflow.BaseMlflowApi method) export_model_version_meta() (mlopus.mlflow.BaseMlflowApi method) export_opts (mlopus.artschema.LoadArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) export_run_artifact() (mlopus.mlflow.BaseMlflowApi method) export_run_meta() (mlopus.mlflow.BaseMlflowApi method) expr (mlopus.kedro.hooks.mlflow_tracker.NodeRule attribute) (mlopus.kedro.hooks.mlflow_tracker.Rule attribute) extra_args (mlopus.mlflow.api.common.transfer.FileTransfer attribute)

F

FAILED (mlopus.mlflow.schema.RunStatus attribute) file_transfer (mlopus.mlflow.BaseMlflowApi attribute) files (mlopus.kedro.hooks.mlflow_tracker.Logs attribute) find_child_runs() (mlopus.mlflow.BaseMlflowApi method) find_exps() (mlopus.mlflow.BaseMlflowApi method) find_model_versions() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.RunApi method)

find_models() (mlopus.mlflow.BaseMlflowApi method) find_runs() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.ExpApi method) find_versions() (mlopus.mlflow.ModelApi method) FINISHED (mlopus.mlflow.schema.RunStatus attribute) from_package (mlopus.artschema.Tags.using parameter)

G

get_api() (in module mlopus.mlflow) get_artifact() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) get_dumper() (mlopus.artschema.Schema method) get_exp() (mlopus.mlflow.BaseMlflowApi method) get_exp_url() (mlopus.mlflow.BaseMlflowApi method) get_loader() (mlopus.artschema.Schema method) get_model() (mlopus.mlflow.BaseMlflowApi method) get_model_artifact() (mlopus.mlflow.BaseMlflowApi method) get_model_url() (mlopus.mlflow.BaseMlflowApi method)

get_model_version() (mlopus.mlflow.BaseMlflowApi method) get_model_version_url() (mlopus.mlflow.BaseMlflowApi method) get_or_create_exp() (mlopus.mlflow.BaseMlflowApi method) get_or_create_model() (mlopus.mlflow.BaseMlflowApi method) get_run() (mlopus.mlflow.BaseMlflowApi method) get_run_artifact() (mlopus.mlflow.BaseMlflowApi method) get_run_url() (mlopus.mlflow.BaseMlflowApi method) get_schema() (in module mlopus.artschema) get_schemas() (in module mlopus.artschema) get_version() (mlopus.mlflow.ModelApi method)

H

healthcheck (mlopus.mlflow.providers.mlflow.MlflowApi attribute)

I

id (mlopus.mlflow.ExpApi attribute) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.schema.Experiment attribute) (mlopus.mlflow.schema.Run attribute) ignore_globs (mlopus.artschema.specs.ExportOptions attribute)

in_offline_mode (mlopus.mlflow.BaseMlflowApi property) include_non_pydantic (mlopus.kedro.hooks.mlflow_tracker.Datasets attribute) inputs (mlopus.kedro.MlflowArtifacts attribute) (mlopus.lineage.Lineage attribute) (mlopus.lineage.Query attribute) Inputs.Config (class in mlopus.lineage)

K

keep_the_source (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.RunApi.log_artifact parameter) (mlopus.mlflow.RunApi.log_model_version parameter)

keys (mlopus.kedro.hooks.mlflow_tracker.NodeRule attribute) (mlopus.kedro.hooks.mlflow_tracker.Rule attribute)

L

L (in module mlopus.artschema.framework) Lineage.Config (class in mlopus.lineage) link (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.mlflow.BaseMlflowApi.place_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_run_artifact parameter) (mlopus.mlflow.ModelVersionApi.place_artifact parameter) (mlopus.mlflow.RunApi.place_artifact parameter) list_api_plugins() (in module mlopus.mlflow) list_artifacts() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) list_model_artifact() (mlopus.mlflow.BaseMlflowApi method) list_run_artifacts() (mlopus.mlflow.BaseMlflowApi method) load() (mlopus.artschema.ArtifactsCatalog class method) (mlopus.artschema.ClassSpec method) (mlopus.artschema.LoadArtifactSpec method) (mlopus.artschema.Loader method) load_artifact() (in module mlopus.artschema) (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) load_model_artifact() (mlopus.mlflow.BaseMlflowApi method) load_run_artifact() (mlopus.mlflow.BaseMlflowApi method) Loader (mlopus.artschema.Schema property) loader (mlopus.artschema.Schema.get_loader parameter) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.mlflow.BaseMlflowApi.load_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.load_run_artifact parameter) (mlopus.mlflow.ModelVersionApi.load_artifact parameter) (mlopus.mlflow.RunApi.load_artifact parameter)

loader_conf (mlopus.artschema.load_artifact parameter) (mlopus.artschema.LoadArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) loader_kwargs (mlopus.artschema.Schema.get_loader parameter) log() (mlopus.artschema.LogArtifactSpec method) log_artifact() (mlopus.mlflow.RunApi method) log_lineage (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) log_metrics() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.RunApi method) log_model_version() (in module mlopus.artschema) (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.RunApi method) log_params() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.RunApi method) log_run_artifact() (in module mlopus.artschema) (mlopus.mlflow.BaseMlflowApi method) log_version() (mlopus.mlflow.ModelApi method) logs (mlopus.kedro.MlflowTracker attribute)

M

map_scheme (mlopus.mlflow.api.common.transfer.FileTransfer attribute) mappings (mlopus.kedro.hooks.mlflow_tracker.Params attribute) maybe_save_conf() (mlopus.artschema.Dumper method) meta (mlopus.artschema.LoadedArtifact attribute) metadata_only (mlopus.artschema.specs.ExportOptions attribute) metrics (mlopus.kedro.MlflowTracker attribute) (mlopus.mlflow.BaseMlflowApi.log_metrics parameter) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.RunApi.log_metrics parameter) (mlopus.mlflow.schema.Run attribute) MetricsMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker) mlflow (mlopus.kedro.hooks.mlflow_tracker.Config attribute) (mlopus.kedro.hooks.mlflow_tracker.Datasets attribute) (mlopus.kedro.hooks.mlflow_tracker.Metrics attribute) (mlopus.kedro.hooks.mlflow_tracker.Nodes attribute) (mlopus.kedro.hooks.mlflow_tracker.Overrides attribute) (mlopus.kedro.hooks.mlflow_tracker.Params attribute) (mlopus.kedro.hooks.mlflow_tracker.Tags attribute) mlflow_api (mlopus.artschema.ArtifactsCatalog.download parameter) (mlopus.artschema.ArtifactsCatalog.export parameter) (mlopus.artschema.ArtifactsCatalog.load parameter) (mlopus.artschema.ArtifactsCatalog.verify parameter) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.mlflow.MlflowApiMixin attribute) (mlopus.mlflow.MlflowRunManager attribute) MlflowArtifacts.Config (class in mlopus.kedro) MlflowTracker.Config (class in mlopus.kedro) mlopus.artschema module mlopus.artschema.helpers module mlopus.artschema.specs module mlopus.kedro module mlopus.kedro.config_loader module mlopus.kedro.datasets module mlopus.kedro.datasets.artschema module mlopus.kedro.hooks module mlopus.kedro.hooks.mlflow_artifacts module mlopus.kedro.hooks.mlflow_tracker module mlopus.kedro.session module mlopus.lineage module

mlopus.mlflow module mlopus.mlflow.providers module MlopusConfigLoader (class in mlopus.kedro) MlopusKedroSession (class in mlopus.kedro) model (mlopus.artschema.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.cache_model_meta parameter) (mlopus.mlflow.BaseMlflowApi.export_model_meta parameter) (mlopus.mlflow.BaseMlflowApi.get_model parameter) (mlopus.mlflow.BaseMlflowApi.get_model_url parameter) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_model parameter) (mlopus.mlflow.ModelVersionApi attribute) (mlopus.mlflow.RunApi.log_model_version parameter) (mlopus.mlflow.schema.ModelVersion attribute) Model.Config (class in mlopus.mlflow.schema) model_name (mlopus.artschema.ModelVersionArtifact attribute) (mlopus.kedro.datasets.artschema.ModelSubject attribute) model_version (mlopus.artschema.ModelVersionArtifact attribute) (mlopus.kedro.datasets.artschema.ModelSubject attribute) (mlopus.mlflow.BaseMlflowApi.cache_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.cache_model_version_meta parameter) (mlopus.mlflow.BaseMlflowApi.clean_cached_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.export_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.get_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.get_model_version parameter) (mlopus.mlflow.BaseMlflowApi.get_model_version_url parameter) (mlopus.mlflow.BaseMlflowApi.list_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.load_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_model_version parameter) ModelApi.Config (class in mlopus.mlflow) models (mlopus.lineage.Inputs attribute) (mlopus.lineage.Outputs attribute) ModelVersion.Config (class in mlopus.mlflow.schema) ModelVersionApi.Config (class in mlopus.mlflow) module mlopus.artschema mlopus.artschema.helpers mlopus.artschema.specs mlopus.kedro mlopus.kedro.config_loader mlopus.kedro.datasets mlopus.kedro.datasets.artschema mlopus.kedro.hooks mlopus.kedro.hooks.mlflow_artifacts mlopus.kedro.hooks.mlflow_tracker mlopus.kedro.session mlopus.lineage mlopus.mlflow mlopus.mlflow.providers mv (mlopus.mlflow.BaseMlflowApi.export_model_version_meta parameter)

N

name (mlopus.lineage.Lineage.with_input_model parameter) (mlopus.lineage.Lineage.with_output_model parameter) (mlopus.lineage.Query.with_input_model parameter) (mlopus.lineage.Query.with_output_model parameter) (mlopus.mlflow.BaseMlflowApi.create_exp parameter) (mlopus.mlflow.BaseMlflowApi.create_model parameter) (mlopus.mlflow.BaseMlflowApi.create_run parameter) (mlopus.mlflow.BaseMlflowApi.get_or_create_exp parameter) (mlopus.mlflow.BaseMlflowApi.get_or_create_model parameter) (mlopus.mlflow.BaseMlflowApi.start_run parameter) (mlopus.mlflow.ExpApi attribute) (mlopus.mlflow.ExpApi.create_run parameter) (mlopus.mlflow.ExpApi.start_run parameter) (mlopus.mlflow.ModelApi attribute) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.RunApi.create_child parameter) (mlopus.mlflow.RunApi.start_child parameter) (mlopus.mlflow.schema.Experiment attribute) (mlopus.mlflow.schema.Model attribute) (mlopus.mlflow.schema.Run attribute)

NodeRule.Config (class in mlopus.kedro.hooks.mlflow_tracker) nodes (mlopus.kedro.MlflowTracker attribute) Nodes.Config (class in mlopus.kedro.hooks.mlflow_tracker) NodesMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker)

O

of() (in module mlopus.lineage) (mlopus.lineage.Lineage class method) offline_mode (mlopus.mlflow.BaseMlflowApi attribute) (mlopus.mlflow.providers.generic.GenericMlflowApi attribute) optional (mlopus.artschema.RunArtifact attribute) outputs (mlopus.kedro.MlflowArtifacts attribute) (mlopus.lineage.Lineage attribute) (mlopus.lineage.Query attribute) Outputs.Config (class in mlopus.lineage)

overrides (mlopus.kedro.MlflowTracker attribute) Overrides.Config (class in mlopus.kedro.hooks.mlflow_tracker) overwrite (mlopus.artschema.Dumper.dump parameter) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.mlflow.BaseMlflowApi.place_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_run_artifact parameter) (mlopus.mlflow.ModelVersionApi.place_artifact parameter) (mlopus.mlflow.RunApi.place_artifact parameter)

P

params (mlopus.kedro.MlflowTracker attribute) (mlopus.mlflow.BaseMlflowApi.log_params parameter) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.RunApi.log_params parameter) (mlopus.mlflow.schema.Run attribute) ParamsMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker) parent (mlopus.mlflow.BaseMlflowApi.create_run parameter) (mlopus.mlflow.BaseMlflowApi.find_child_runs parameter) (mlopus.mlflow.BaseMlflowApi.start_run parameter) (mlopus.mlflow.ExpApi.create_run parameter) (mlopus.mlflow.ExpApi.start_run parameter) parse_subject() (mlopus.artschema.Tags class method) path (mlopus.artschema.Dumper._dump parameter) (mlopus.artschema.Dumper._verify parameter) (mlopus.artschema.Dumper.dump parameter) (mlopus.artschema.Dumper.maybe_save_conf parameter) (mlopus.artschema.Dumper.verify parameter) (mlopus.artschema.Loader._load parameter) (mlopus.artschema.Loader.load parameter) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.kedro.hooks.mlflow_tracker.LogFile attribute) (mlopus.kedro.hooks.mlflow_tracker.Logs attribute) (mlopus.kedro.hooks.mlflow_tracker.Report attribute) path_in_run (mlopus.artschema.load_artifact parameter) (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.ModelVersionArtifact attribute) (mlopus.artschema.RunArtifact attribute) (mlopus.lineage.Lineage.with_input_artifact parameter) (mlopus.lineage.Lineage.with_output_artifact parameter) (mlopus.lineage.Query.with_input_artifact parameter) (mlopus.lineage.Query.with_output_artifact parameter) (mlopus.mlflow.BaseMlflowApi.cache_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.clean_cached_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.export_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.get_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.list_run_artifacts parameter) (mlopus.mlflow.BaseMlflowApi.load_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_run_artifact parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.ModelVersionApi attribute) (mlopus.mlflow.RunApi.cache_artifact parameter) (mlopus.mlflow.RunApi.clean_cached_artifact parameter) (mlopus.mlflow.RunApi.export_artifact parameter) (mlopus.mlflow.RunApi.get_artifact parameter) (mlopus.mlflow.RunApi.list_artifacts parameter) (mlopus.mlflow.RunApi.load_artifact parameter) (mlopus.mlflow.RunApi.log_artifact parameter) (mlopus.mlflow.RunApi.log_model_version parameter) (mlopus.mlflow.RunApi.place_artifact parameter) (mlopus.mlflow.schema.ModelVersion attribute)

path_suffix (mlopus.mlflow.BaseMlflowApi.list_model_artifact parameter) (mlopus.mlflow.ModelVersionApi.list_artifacts parameter) PipelineInput.Config (class in mlopus.kedro.hooks.mlflow_artifacts) PipelineOutput.Config (class in mlopus.kedro.hooks.mlflow_artifacts) pipelines (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) pkg (mlopus.artschema.ClassSpec attribute) place() (mlopus.artschema.LoadArtifactSpec method) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput method) place_artifact() (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) place_model_artifact() (mlopus.mlflow.BaseMlflowApi method) place_run_artifact() (mlopus.mlflow.BaseMlflowApi method) plugin (mlopus.mlflow.api_conf_schema parameter) (mlopus.mlflow.get_api parameter) prefix (mlopus.kedro.hooks.mlflow_tracker.ConfigMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.DatasetsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.MetricsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.NodesMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.ParamsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.TagsMlflow attribute) prepend_dataset (mlopus.kedro.hooks.mlflow_tracker.MetricsMlflow attribute) prepend_pipeline (mlopus.kedro.hooks.mlflow_tracker.NodesMlflow attribute) prog_bar (mlopus.mlflow.api.common.transfer.FileTransfer attribute) pull_artifacts_in_offline_mode (mlopus.mlflow.BaseMlflowApi attribute)

Q

query (mlopus.mlflow.BaseMlflowApi.find_exps parameter) (mlopus.mlflow.BaseMlflowApi.find_model_versions parameter) (mlopus.mlflow.BaseMlflowApi.find_models parameter) (mlopus.mlflow.BaseMlflowApi.find_runs parameter) (mlopus.mlflow.ExpApi.find_runs parameter) (mlopus.mlflow.ModelApi.find_versions parameter) (mlopus.mlflow.RunApi.find_model_versions parameter)

Query.Config (class in mlopus.lineage) query_push_down (mlopus.mlflow.providers.mlflow.MlflowApi attribute)

R

register() (mlopus.artschema.Tags method) (mlopus.lineage.Lineage method) render() (mlopus.lineage.Query method) repo (mlopus.mlflow.BaseMlflowApi.create_run parameter) (mlopus.mlflow.BaseMlflowApi.start_run parameter) (mlopus.mlflow.ExpApi.create_run parameter) (mlopus.mlflow.ExpApi.start_run parameter) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.RunApi.create_child parameter) (mlopus.mlflow.RunApi.start_child parameter) (mlopus.mlflow.schema.Run attribute) repo_url (mlopus.mlflow.RunApi property) (mlopus.mlflow.schema.Run property) report (mlopus.kedro.hooks.mlflow_tracker.Config attribute) (mlopus.kedro.hooks.mlflow_tracker.Datasets attribute) (mlopus.kedro.hooks.mlflow_tracker.Metrics attribute) (mlopus.kedro.hooks.mlflow_tracker.Nodes attribute) (mlopus.kedro.hooks.mlflow_tracker.Overrides attribute) (mlopus.kedro.hooks.mlflow_tracker.Params attribute) (mlopus.kedro.hooks.mlflow_tracker.Tags attribute) (mlopus.kedro.MlflowTracker attribute) resume() (mlopus.mlflow.RunApi method) resume_run() (mlopus.mlflow.BaseMlflowApi method) Rule.Config (class in mlopus.kedro.hooks.mlflow_tracker) rules (mlopus.kedro.hooks.mlflow_tracker.Config attribute) (mlopus.kedro.hooks.mlflow_tracker.ConfigMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Datasets attribute) (mlopus.kedro.hooks.mlflow_tracker.DatasetsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Nodes attribute) (mlopus.kedro.hooks.mlflow_tracker.NodesMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Overrides attribute) run (mlopus.artschema.LoadArtifactSpec property) (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput property) (mlopus.lineage.Lineage attribute) (mlopus.lineage.Lineage.of parameter) (mlopus.lineage.of parameter) (mlopus.mlflow.BaseMlflowApi.cache_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.cache_run_meta parameter) (mlopus.mlflow.BaseMlflowApi.clean_cached_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.end_run parameter) (mlopus.mlflow.BaseMlflowApi.export_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.export_run_meta parameter) (mlopus.mlflow.BaseMlflowApi.get_run parameter) (mlopus.mlflow.BaseMlflowApi.get_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.get_run_url parameter) (mlopus.mlflow.BaseMlflowApi.list_run_artifacts parameter) (mlopus.mlflow.BaseMlflowApi.load_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.log_metrics parameter) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_params parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.resume_run parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_run parameter) (mlopus.mlflow.MlflowRunManager property) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.ModelVersionApi attribute) (mlopus.mlflow.schema.ModelVersion attribute)

Run.Config (class in mlopus.mlflow.schema) run_conf (mlopus.mlflow.MlflowRunManager attribute) run_id (mlopus.artschema.ModelVersionArtifact attribute) (mlopus.artschema.RunArtifact attribute) (mlopus.kedro.datasets.artschema.RunSubject attribute) (mlopus.lineage.Lineage.with_input_artifact parameter) (mlopus.lineage.Lineage.with_output_artifact parameter) (mlopus.lineage.Query.with_input_artifact parameter) (mlopus.lineage.Query.with_output_artifact parameter) run_manager (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.MlflowArtifacts attribute) (mlopus.kedro.MlflowTracker attribute) (mlopus.mlflow.MlflowRunMixin attribute) RunApi.Config (class in mlopus.mlflow) RUNNING (mlopus.mlflow.schema.RunStatus attribute) runs (mlopus.lineage.Inputs attribute) (mlopus.lineage.Outputs attribute) runs_by_path (mlopus.lineage.Inputs property) (mlopus.lineage.Outputs property)

S

SCHEDULED (mlopus.mlflow.schema.RunStatus attribute) schema (mlopus.artschema.load_artifact parameter) (mlopus.artschema.LoadArtifactSpec.load parameter) (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec.log parameter) schema_ (mlopus.artschema.LoadArtifactSpec attribute) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) schemas (mlopus.artschema.Tags attribute) scopes (mlopus.kedro.hooks.mlflow_tracker.Config attribute) (mlopus.kedro.hooks.mlflow_tracker.ConfigMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.Overrides attribute) set_tags() (mlopus.mlflow.ExpApi method) (mlopus.mlflow.ModelApi method) (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) set_tags_on_exp() (mlopus.mlflow.BaseMlflowApi method) set_tags_on_model() (mlopus.mlflow.BaseMlflowApi method) set_tags_on_model_version() (mlopus.mlflow.BaseMlflowApi method) set_tags_on_run() (mlopus.mlflow.BaseMlflowApi method) skip_if_missing (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) skip_reqs_check (mlopus.artschema.ClassSpec.load parameter) (mlopus.artschema.load_artifact parameter) (mlopus.artschema.LoadArtifactSpec attribute) (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) sorting (mlopus.mlflow.BaseMlflowApi.find_exps parameter) (mlopus.mlflow.BaseMlflowApi.find_model_versions parameter) (mlopus.mlflow.BaseMlflowApi.find_models parameter) (mlopus.mlflow.BaseMlflowApi.find_runs parameter) (mlopus.mlflow.ExpApi.find_runs parameter) (mlopus.mlflow.ModelApi.find_versions parameter) (mlopus.mlflow.RunApi.find_model_versions parameter)

source (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.RunApi.log_artifact parameter) (mlopus.mlflow.RunApi.log_model_version parameter) start_child() (mlopus.mlflow.RunApi method) start_run() (mlopus.mlflow.BaseMlflowApi method) (mlopus.mlflow.ExpApi method) start_time (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.schema.Run attribute) status (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.schema.Run attribute) strict (mlopus.artschema.Dumper.maybe_save_conf parameter) subject (mlopus.artschema.get_schema parameter) (mlopus.artschema.get_schemas parameter) (mlopus.artschema.load_artifact parameter) (mlopus.artschema.LoadArtifactSpec attribute) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.artschema.Tags.parse_subject parameter) (mlopus.artschema.Tags.register parameter) (mlopus.kedro.ArtifactSchemaDataset attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineInput attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) succeeded (mlopus.mlflow.BaseMlflowApi.end_run parameter) suffix (mlopus.kedro.hooks.mlflow_tracker.ConfigMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.DatasetsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.MetricsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.NodesMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.ParamsMlflow attribute) (mlopus.kedro.hooks.mlflow_tracker.TagsMlflow attribute)

T

tag_keys (mlopus.mlflow.providers.mlflow.MlflowApi attribute) tags (mlopus.artschema.log_model_version parameter) (mlopus.artschema.ModelVersionArtifact attribute) (mlopus.kedro.hooks.mlflow_tracker.NodeRule attribute) (mlopus.kedro.MlflowTracker attribute) (mlopus.mlflow.BaseMlflowApi.create_exp parameter) (mlopus.mlflow.BaseMlflowApi.create_model parameter) (mlopus.mlflow.BaseMlflowApi.create_run parameter) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_exp parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_model parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_model_version parameter) (mlopus.mlflow.BaseMlflowApi.set_tags_on_run parameter) (mlopus.mlflow.BaseMlflowApi.start_run parameter) (mlopus.mlflow.ExpApi attribute) (mlopus.mlflow.ExpApi.create_run parameter) (mlopus.mlflow.ExpApi.set_tags parameter) (mlopus.mlflow.ExpApi.start_run parameter) (mlopus.mlflow.ModelApi attribute) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.ModelApi.set_tags parameter) (mlopus.mlflow.ModelVersionApi attribute) (mlopus.mlflow.ModelVersionApi.set_tags parameter) (mlopus.mlflow.RunApi attribute) (mlopus.mlflow.RunApi.create_child parameter) (mlopus.mlflow.RunApi.log_model_version parameter) (mlopus.mlflow.RunApi.set_tags parameter) (mlopus.mlflow.RunApi.start_child parameter) (mlopus.mlflow.schema.Experiment attribute) (mlopus.mlflow.schema.Model attribute) (mlopus.mlflow.schema.ModelVersion attribute) (mlopus.mlflow.schema.Run attribute)

TagsMlflow.Config (class in mlopus.kedro.hooks.mlflow_tracker) target (mlopus.artschema.ArtifactsCatalog.export parameter) (mlopus.artschema.LoadArtifactSpec.export parameter) (mlopus.mlflow.BaseMlflowApi.export_exp_meta parameter) (mlopus.mlflow.BaseMlflowApi.export_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.export_model_meta parameter) (mlopus.mlflow.BaseMlflowApi.export_model_version_meta parameter) (mlopus.mlflow.BaseMlflowApi.export_run_artifact parameter) (mlopus.mlflow.BaseMlflowApi.export_run_meta parameter) (mlopus.mlflow.BaseMlflowApi.place_model_artifact parameter) (mlopus.mlflow.BaseMlflowApi.place_run_artifact parameter) (mlopus.mlflow.ExpApi.export_meta parameter) (mlopus.mlflow.ModelApi.export_meta parameter) (mlopus.mlflow.ModelVersionApi.export parameter) (mlopus.mlflow.ModelVersionApi.export_artifact parameter) (mlopus.mlflow.ModelVersionApi.export_meta parameter) (mlopus.mlflow.ModelVersionApi.place_artifact parameter) (mlopus.mlflow.RunApi.export_artifact parameter) (mlopus.mlflow.RunApi.export_meta parameter) (mlopus.mlflow.RunApi.place_artifact parameter) temp_artifacts_dir (mlopus.mlflow.BaseMlflowApi attribute) tool (mlopus.mlflow.api.common.transfer.FileTransfer attribute) tracking_uri (mlopus.mlflow.providers.mlflow.MlflowApi attribute) type_ (mlopus.artschema.ClassSpec.load parameter)

U

update() (mlopus.mlflow.ExpApi method) (mlopus.mlflow.ModelApi method) (mlopus.mlflow.ModelVersionApi method) (mlopus.mlflow.RunApi method) url (mlopus.mlflow.ExpApi property) (mlopus.mlflow.ModelApi property) (mlopus.mlflow.ModelVersionApi property) (mlopus.mlflow.RunApi property) use_cache (mlopus.artschema.log_model_version parameter) (mlopus.artschema.log_run_artifact parameter) (mlopus.artschema.LogArtifactSpec attribute) (mlopus.kedro.hooks.mlflow_artifacts.PipelineOutput attribute) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.BaseMlflowApi.log_run_artifact parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.RunApi.log_artifact parameter) (mlopus.mlflow.RunApi.log_model_version parameter)

use_scheme (mlopus.mlflow.api.common.transfer.FileTransfer attribute) using() (mlopus.artschema.Tags method) (mlopus.mlflow.MlflowApiMixin method)

V

value (mlopus.artschema.LoadedArtifact attribute) values (mlopus.kedro.hooks.mlflow_tracker.Tags attribute) verify (mlopus.artschema.ArtifactsCatalog.download parameter) (mlopus.artschema.ArtifactsCatalog.export parameter) verify() (mlopus.artschema.ArtifactsCatalog class method) (mlopus.artschema.Dumper method) version (mlopus.artschema.log_model_version parameter) (mlopus.lineage.Lineage.with_input_model parameter) (mlopus.lineage.Lineage.with_output_model parameter) (mlopus.lineage.Query.with_input_model parameter) (mlopus.lineage.Query.with_output_model parameter) (mlopus.mlflow.BaseMlflowApi.log_model_version parameter) (mlopus.mlflow.ModelApi.get_version parameter) (mlopus.mlflow.ModelApi.log_version parameter) (mlopus.mlflow.ModelVersionApi attribute) (mlopus.mlflow.RunApi.log_model_version parameter) (mlopus.mlflow.schema.ModelVersion attribute)

W

with_constraint (mlopus.artschema.Tags.using parameter) with_input_artifact() (mlopus.lineage.Lineage method) (mlopus.lineage.Query method) with_input_model() (mlopus.lineage.Lineage method) (mlopus.lineage.Query method)

with_output_artifact() (mlopus.lineage.Lineage method) (mlopus.lineage.Query method) with_output_model() (mlopus.lineage.Lineage method) (mlopus.lineage.Query method)