Index

A

AbiCompatibilitySieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.abi_compat) accepted_final_states_count (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) AdaptiveSimulatedAnnealing (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.annealing) add_justification() (thoth.adviser.State method) (thoth.adviser.state.State method) add_product() (thoth.adviser.Report method) (thoth.adviser.report.Report method) add_resolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) add_response() (thoth.adviser.DependencyMonkeyReport method) (thoth.adviser.dm_report.DependencyMonkeyReport method) add_state() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) add_unit() (thoth.adviser.pipeline_builder.PipelineBuilderContext method) add_unresolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) advised_manifest_changes (thoth.adviser.Product attribute) (thoth.adviser.product.Product attribute) (thoth.adviser.State attribute) (thoth.adviser.state.State attribute)

advised_runtime_environment (thoth.adviser.Product attribute) (thoth.adviser.product.Product attribute) (thoth.adviser.State attribute) (thoth.adviser.state.State attribute) AdviserException AdviserPipelineException AdviserRunException AICoEReleasesStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.aicoe) ALL (thoth.adviser.DecisionType attribute) (thoth.adviser.enums.DecisionType attribute) ApproximatingLatest (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.latest) assigned_context() (thoth.adviser.Predictor class method) (thoth.adviser.predictor.Predictor class method) (thoth.adviser.Unit class method) (thoth.adviser.unit.Unit class method)

B

Beam (class in thoth.adviser) (class in thoth.adviser.beam) beam (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) beam() (thoth.adviser.dependency_monkey.DependencyMonkey property) (thoth.adviser.DependencyMonkey property) (thoth.adviser.Resolver property) (thoth.adviser.resolver.Resolver property)

beam_width (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) Boot (class in thoth.adviser) (class in thoth.adviser.boot) BootError boots (thoth.adviser.pipeline_config.PipelineConfig attribute) (thoth.adviser.PipelineConfig attribute) boots() (thoth.adviser.pipeline_builder.PipelineBuilderContext property)

C

call_post_run() (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) call_post_run_report() (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) call_pre_run() (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) CannotProduceStack cli_parameters (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) clone() (thoth.adviser.State method) (thoth.adviser.state.State method) compute_expanded_configuration() (thoth.adviser.Unit class method) (thoth.adviser.unit.Unit class method) configuration() (thoth.adviser.Unit property) (thoth.adviser.unit.Unit property) CONFIGURATION_DEFAULT (thoth.adviser.boots.platform.PlatformBoot attribute) (thoth.adviser.boots.PlatformBoot attribute) (thoth.adviser.pseudonyms.intel_tensorflow.IntelTensorFlowPseudonym attribute) (thoth.adviser.pseudonyms.intel_tensorflow_cpu.IntelTensorFlowCPUPseudonym attribute) (thoth.adviser.pseudonyms.IntelTensorFlowCPUPseudonym attribute) (thoth.adviser.pseudonyms.IntelTensorFlowPseudonym attribute) (thoth.adviser.pseudonyms.tensorflow_gpu.TensorFlowGPUPseudonym attribute) (thoth.adviser.pseudonyms.TensorFlowGPUPseudonym attribute) (thoth.adviser.sieves.abi_compat.AbiCompatibilitySieve attribute) (thoth.adviser.sieves.AbiCompatibilitySieve attribute) (thoth.adviser.sieves.backports.enum34.Enum34BackportSieve attribute) (thoth.adviser.sieves.backports.Enum34BackportSieve attribute) (thoth.adviser.sieves.backports.functools32.Functools32BackportSieve attribute) (thoth.adviser.sieves.backports.Functools32BackportSieve attribute) (thoth.adviser.sieves.backports.importlib_metadata.ImportlibMetadataBackportSieve attribute) (thoth.adviser.sieves.backports.importlib_resources.ImportlibResourcesBackportSieve attribute) (thoth.adviser.sieves.backports.ImportlibMetadataBackportSieve attribute) (thoth.adviser.sieves.backports.ImportlibResourcesBackportSieve attribute) (thoth.adviser.sieves.backports.mock.MockBackportSieve attribute) (thoth.adviser.sieves.backports.MockBackportSieve attribute) (thoth.adviser.sieves.CutLockedSieve attribute) (thoth.adviser.sieves.CutPreReleasesSieve attribute) (thoth.adviser.sieves.Enum34BackportSieve attribute) (thoth.adviser.sieves.filter_index.FilterIndexSieve attribute) (thoth.adviser.sieves.FilterIndexSieve attribute) (thoth.adviser.sieves.Functools32BackportSieve attribute) (thoth.adviser.sieves.ImportlibMetadataBackportSieve attribute) (thoth.adviser.sieves.ImportlibResourcesBackportSieve attribute) (thoth.adviser.sieves.index_enabled.PackageIndexSieve attribute) (thoth.adviser.sieves.locked.CutLockedSieve attribute) (thoth.adviser.sieves.MockBackportSieve attribute) (thoth.adviser.sieves.PackageIndexSieve attribute) (thoth.adviser.sieves.pandas.PandasPy36Sieve attribute) (thoth.adviser.sieves.pandas.py36_drop.PandasPy36Sieve attribute) (thoth.adviser.sieves.PandasPy36Sieve attribute) (thoth.adviser.sieves.prereleases.CutPreReleasesSieve attribute) (thoth.adviser.sieves.Py36SetuptoolsSieve attribute) (thoth.adviser.sieves.setuptools.py36.Py36SetuptoolsSieve attribute) (thoth.adviser.sieves.setuptools.Py36SetuptoolsSieve attribute) (thoth.adviser.sieves.solved.SolvedSieve attribute) (thoth.adviser.sieves.SolvedSieve attribute) (thoth.adviser.sieves.tensorflow.TensorFlowCUDASieve attribute) (thoth.adviser.sieves.tensorflow.tf_cuda.TensorFlowCUDASieve attribute) (thoth.adviser.sieves.TensorFlowCUDASieve attribute) (thoth.adviser.sieves.version_constraint.VersionConstraintSieve attribute) (thoth.adviser.sieves.VersionConstraintSieve attribute) (thoth.adviser.steps.aicoe.AICoEReleasesStep attribute) (thoth.adviser.steps.AICoEReleasesStep attribute) (thoth.adviser.steps.cve.CvePenalizationStep attribute) (thoth.adviser.steps.CvePenalizationStep attribute) (thoth.adviser.steps.dropout.DropoutStep attribute) (thoth.adviser.steps.DropoutStep attribute) (thoth.adviser.steps.security_indicators.SecurityIndicatorStep attribute) (thoth.adviser.steps.SecurityIndicatorStep attribute) (thoth.adviser.strides.one_version.OneVersionStride attribute) (thoth.adviser.strides.OneVersionStride attribute) (thoth.adviser.Unit attribute) (thoth.adviser.unit.Unit attribute) (thoth.adviser.unit.UnitPackageVersion attribute)

CONFIGURATION_SCHEMA (thoth.adviser.boots.platform.PlatformBoot attribute) (thoth.adviser.boots.PlatformBoot attribute) (thoth.adviser.pseudonym.Pseudonym attribute) (thoth.adviser.sieves.filter_index.FilterIndexSieve attribute) (thoth.adviser.sieves.FilterIndexSieve attribute) (thoth.adviser.sieves.solved.SolvedSieve attribute) (thoth.adviser.sieves.SolvedSieve attribute) (thoth.adviser.sieves.version_constraint.VersionConstraintSieve attribute) (thoth.adviser.sieves.VersionConstraintSieve attribute) (thoth.adviser.steps.cve.CvePenalizationStep attribute) (thoth.adviser.steps.CvePenalizationStep attribute) (thoth.adviser.Unit attribute) (thoth.adviser.unit.Unit attribute) (thoth.adviser.unit.UnitPackageVersion attribute) Context (class in thoth.adviser) (class in thoth.adviser.context) context (thoth.adviser.dependency_monkey.DependencyMonkey attribute) (thoth.adviser.DependencyMonkey attribute) context() (thoth.adviser.Predictor property) (thoth.adviser.predictor.Predictor property) (thoth.adviser.Resolver property) (thoth.adviser.resolver.Resolver property) (thoth.adviser.Unit property) (thoth.adviser.unit.Unit property) count (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.Report attribute) (thoth.adviser.report.Report attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) CutLockedSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.locked) CutPreReleasesSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.prereleases) CvePenalizationStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.cve)

D

decision_type (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.dependency_monkey.DependencyMonkey attribute) (thoth.adviser.DependencyMonkey attribute) (thoth.adviser.pipeline_builder.PipelineBuilderContext attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) DecisionType (class in thoth.adviser) (class in thoth.adviser.enums) DEFAULT_BEAM_WIDTH (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) DEFAULT_COUNT (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) DEFAULT_LIMIT (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) DEFAULT_LIMIT_LATEST_VERSIONS (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) DEFAULT_LOG_FINAL_STATE_COUNT (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute)

DEFAULT_LOG_FINAL_STATE_TOP (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) dependencies (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) dependency_parser (thoth.adviser.solver.PythonGraphSolver attribute) DependencyMonkey (class in thoth.adviser) (class in thoth.adviser.dependency_monkey) DependencyMonkeyReport (class in thoth.adviser) (class in thoth.adviser.dm_report) dependents (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) discarded_final_states_count (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) DropoutStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.dropout) dry_run (thoth.adviser.dependency_monkey.DependencyMonkey attribute) (thoth.adviser.DependencyMonkey attribute)

E

EagerStopPipeline Ecosystem (class in thoth.adviser) (class in thoth.adviser.enums)

Enum34BackportSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.backports) (class in thoth.adviser.sieves.backports.enum34)

F

fetch_digests() (thoth.adviser.digests_fetcher.GraphDigestsFetcher method) fetch_releases() (thoth.adviser.solver.GraphReleasesFetcher method) FilterIndexSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.filter_index) finalize_state() (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) from_dict() (thoth.adviser.pipeline_builder.PipelineBuilder class method) (thoth.adviser.PipelineBuilder class method)

from_direct_dependencies() (thoth.adviser.State class method) (thoth.adviser.state.State class method) from_final_state() (thoth.adviser.Product class method) (thoth.adviser.product.Product class method) FullySpecifiedEnvironment (class in thoth.adviser.boots) (class in thoth.adviser.boots.fully_specified_environment) Functools32BackportSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.backports) (class in thoth.adviser.sieves.backports.functools32)

G

get() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) get_adviser_instance() (thoth.adviser.Resolver class method) (thoth.adviser.resolver.Resolver class method) get_adviser_pipeline_config() (thoth.adviser.pipeline_builder.PipelineBuilder class method) (thoth.adviser.PipelineBuilder class method) get_aicoe_configuration() (thoth.adviser.Unit class method) (thoth.adviser.unit.Unit class method) get_dependency_monkey_instance() (thoth.adviser.Resolver class method) (thoth.adviser.resolver.Resolver class method) get_dependency_monkey_pipeline_config() (thoth.adviser.pipeline_builder.PipelineBuilder class method) (thoth.adviser.PipelineBuilder class method) get_first_unresolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) get_last() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) get_package_version() (thoth.adviser.Context method) (thoth.adviser.context.Context method)

get_random() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) get_random_first_unresolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) get_random_unresolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) get_top_accepted_final_state() (thoth.adviser.Context method) (thoth.adviser.context.Context method) graph (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.digests_fetcher.GraphDigestsFetcher attribute) (thoth.adviser.pipeline_builder.PipelineBuilderContext attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) (thoth.adviser.solver.GraphReleasesFetcher attribute) (thoth.adviser.solver.PythonPackageGraphSolver attribute) GraphDigestsFetcher (class in thoth.adviser.digests_fetcher) GraphReleasesFetcher (class in thoth.adviser.solver)

H

HillClimbing (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.hill_climbing)

I

image_symbols (thoth.adviser.sieves.abi_compat.AbiCompatibilitySieve attribute) (thoth.adviser.sieves.AbiCompatibilitySieve attribute) ImportlibMetadataBackportSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.backports) (class in thoth.adviser.sieves.backports.importlib_metadata) ImportlibResourcesBackportSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.backports) (class in thoth.adviser.sieves.backports.importlib_resources) IntelTensorFlowCPUPseudonym (class in thoth.adviser.pseudonyms) (class in thoth.adviser.pseudonyms.intel_tensorflow_cpu) IntelTensorFlowPseudonym (class in thoth.adviser.pseudonyms) (class in thoth.adviser.pseudonyms.intel_tensorflow) IntelTensorFlowWrap (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.tensorflow) (class in thoth.adviser.wraps.tensorflow.tf_intel) InternalError is_adviser() (thoth.adviser.Context method) (thoth.adviser.context.Context method) is_adviser_pipeline() (thoth.adviser.pipeline_builder.PipelineBuilderContext method) is_aicoe_release() (thoth.adviser.Unit class method) (thoth.adviser.unit.Unit class method) is_dependency_monkey() (thoth.adviser.Context method) (thoth.adviser.context.Context method) is_dependency_monkey_pipeline() (thoth.adviser.pipeline_builder.PipelineBuilderContext method) is_final() (thoth.adviser.State method) (thoth.adviser.state.State method)

is_included() (thoth.adviser.pipeline_builder.PipelineBuilderContext method) iter_accepted_final_states() (thoth.adviser.Context method) (thoth.adviser.context.Context method) iter_accepted_final_states_sorted() (thoth.adviser.Context method) (thoth.adviser.context.Context method) iter_products() (thoth.adviser.Report method) (thoth.adviser.report.Report method) iter_products_sorted() (thoth.adviser.Report method) (thoth.adviser.report.Report method) iter_resolved_dependencies() (thoth.adviser.State method) (thoth.adviser.state.State method) iter_states() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) iter_states_sorted() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) iter_units() (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) iter_units_reversed() (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) iter_unresolved_dependencies() (thoth.adviser.State method) (thoth.adviser.state.State method) iteration (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.State attribute) (thoth.adviser.state.State attribute)

J

justification (thoth.adviser.Product attribute) (thoth.adviser.product.Product attribute) (thoth.adviser.State attribute) (thoth.adviser.state.State attribute)

K

keep_history (thoth.adviser.Beam attribute) (thoth.adviser.beam.Beam attribute) (thoth.adviser.Predictor attribute) (thoth.adviser.predictor.Predictor attribute)

L

LATEST (thoth.adviser.enums.RecommendationType attribute) (thoth.adviser.RecommendationType attribute) library_usage (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.pipeline_builder.PipelineBuilderContext attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) limit (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute)

limit_latest_versions (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) load() (thoth.adviser.pipeline_builder.PipelineBuilder class method) (thoth.adviser.PipelineBuilder class method) log_final_state_count (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) log_once() (in module thoth.adviser.utils)

M

mark_dependency_resolved() (thoth.adviser.State method) (thoth.adviser.state.State method) max() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) MCTS (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.mcts) MKLThreadsWrap (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.tensorflow) (class in thoth.adviser.wraps.tensorflow.tf_mkl_threads) MockBackportSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.backports) (class in thoth.adviser.sieves.backports.mock) MULTI_PACKAGE_RESOLUTIONS (thoth.adviser.Step attribute) (thoth.adviser.step.Step attribute) (thoth.adviser.steps.tensorflow.TensorFlow113NumPyStep attribute) (thoth.adviser.steps.tensorflow.TensorFlow114GastStep attribute) (thoth.adviser.steps.tensorflow.TensorFlow21Urllib3Step attribute) (thoth.adviser.steps.tensorflow.TensorFlow22NumPyStep attribute) (thoth.adviser.steps.tensorflow.TensorFlow22ProbabilityStep attribute) (thoth.adviser.steps.tensorflow.tf_113_numpy.TensorFlow113NumPyStep attribute) (thoth.adviser.steps.tensorflow.tf_114_gast.TensorFlow114GastStep attribute) (thoth.adviser.steps.tensorflow.tf_21_urllib3.TensorFlow21Urllib3Step attribute) (thoth.adviser.steps.tensorflow.tf_22_numpy.TensorFlow22NumPyStep attribute) (thoth.adviser.steps.tensorflow.tf_22_prob.TensorFlow22ProbabilityStep attribute) (thoth.adviser.steps.TensorFlow113NumPyStep attribute) (thoth.adviser.steps.TensorFlow114GastStep attribute) (thoth.adviser.steps.TensorFlow21Urllib3Step attribute) (thoth.adviser.steps.TensorFlow22NumPyStep attribute) (thoth.adviser.steps.TensorFlow22ProbabilityStep attribute)

N

name() (thoth.adviser.Unit property) (thoth.adviser.unit.Unit property) new_iteration() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) NoHistoryKept NoObservationWrap (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.no_onservation)

NoSemanticInterpositionWrap (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.python) (class in thoth.adviser.wraps.python.no_semantic_interposition) NotAcceptable NotFound

O

OneVersionStride (class in thoth.adviser.strides) (class in thoth.adviser.strides.one_version)

P

package_combinations (thoth.adviser.predictors.package_combinations.PackageCombinations attribute) (thoth.adviser.predictors.PackageCombinations attribute) package_versions (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) PackageCombinations (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.package_combinations) PackageIndexSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.index_enabled) PackageVersionDependencyParser (class in thoth.adviser.solver) PandasPy36Sieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.pandas) (class in thoth.adviser.sieves.pandas.py36_drop) parent() (thoth.adviser.State property) (thoth.adviser.state.State property) parse() (thoth.adviser.solver.PackageVersionDependencyParser method) PERFORMANCE (thoth.adviser.enums.RecommendationType attribute) (thoth.adviser.RecommendationType attribute) pipeline (thoth.adviser.Report attribute) (thoth.adviser.report.Report attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) PipelineBuilder (class in thoth.adviser) (class in thoth.adviser.pipeline_builder) PipelineBuilderContext (class in thoth.adviser.pipeline_builder) PipelineConfig (class in thoth.adviser) (class in thoth.adviser.pipeline_config) PipelineConfigurationError PipelineUnitConfigurationSchemaError PipelineUnitError PIPENV (thoth.adviser.enums.PythonRecommendationOutput attribute) (thoth.adviser.PythonRecommendationOutput attribute) PipfileParseError PlatformBoot (class in thoth.adviser.boots) (class in thoth.adviser.boots.platform) plot() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.predictors.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.annealing.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.hill_climbing.HillClimbing method) (thoth.adviser.predictors.HillClimbing method) (thoth.adviser.predictors.random_walk.RandomWalk method) (thoth.adviser.predictors.RandomWalk method) (thoth.adviser.predictors.Sampling method) (thoth.adviser.predictors.sampling.Sampling method) pop() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) post_run() (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.Unit method) (thoth.adviser.unit.Unit method) post_run_report() (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.Unit method) (thoth.adviser.unit.Unit method) pre_run() (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.predictors.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.annealing.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.ApproximatingLatest method) (thoth.adviser.predictors.hill_climbing.HillClimbing method) (thoth.adviser.predictors.HillClimbing method) (thoth.adviser.predictors.latest.ApproximatingLatest method) (thoth.adviser.predictors.MCTS method) (thoth.adviser.predictors.mcts.MCTS method) (thoth.adviser.predictors.package_combinations.PackageCombinations method) (thoth.adviser.predictors.PackageCombinations method) (thoth.adviser.predictors.random_walk.RandomWalk method) (thoth.adviser.predictors.RandomWalk method) (thoth.adviser.predictors.Sampling method) (thoth.adviser.predictors.sampling.Sampling method) (thoth.adviser.predictors.td.TemporalDifference method) (thoth.adviser.predictors.TemporalDifference method) (thoth.adviser.pseudonyms.intel_tensorflow.IntelTensorFlowPseudonym method) (thoth.adviser.pseudonyms.IntelTensorFlowPseudonym method) (thoth.adviser.pseudonyms.tensorflow_gpu.TensorFlowGPUPseudonym method) (thoth.adviser.pseudonyms.TensorFlowGPUPseudonym method) (thoth.adviser.sieves.abi_compat.AbiCompatibilitySieve method) (thoth.adviser.sieves.AbiCompatibilitySieve method) (thoth.adviser.sieves.backports.enum34.Enum34BackportSieve method) (thoth.adviser.sieves.backports.Enum34BackportSieve method) (thoth.adviser.sieves.backports.functools32.Functools32BackportSieve method) (thoth.adviser.sieves.backports.Functools32BackportSieve method) (thoth.adviser.sieves.backports.importlib_metadata.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.backports.importlib_resources.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.backports.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.backports.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.backports.mock.MockBackportSieve method) (thoth.adviser.sieves.backports.MockBackportSieve method) (thoth.adviser.sieves.Enum34BackportSieve method) (thoth.adviser.sieves.Functools32BackportSieve method) (thoth.adviser.sieves.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.MockBackportSieve method) (thoth.adviser.sieves.pandas.PandasPy36Sieve method) (thoth.adviser.sieves.pandas.py36_drop.PandasPy36Sieve method) (thoth.adviser.sieves.PandasPy36Sieve method) (thoth.adviser.sieves.Py36SetuptoolsSieve method) (thoth.adviser.sieves.setuptools.py36.Py36SetuptoolsSieve method) (thoth.adviser.sieves.setuptools.Py36SetuptoolsSieve method) (thoth.adviser.sieves.solved.SolvedSieve method) (thoth.adviser.sieves.SolvedSieve method) (thoth.adviser.sieves.tensorflow.TensorFlowCUDASieve method) (thoth.adviser.sieves.tensorflow.tf_cuda.TensorFlowCUDASieve method) (thoth.adviser.sieves.TensorFlowCUDASieve method) (thoth.adviser.sieves.version_constraint.VersionConstraintSieve method) (thoth.adviser.sieves.VersionConstraintSieve method) (thoth.adviser.steps.cve.CvePenalizationStep method) (thoth.adviser.steps.CvePenalizationStep method) (thoth.adviser.steps.security_indicators.SecurityIndicatorStep method) (thoth.adviser.steps.SecurityIndicatorStep method) (thoth.adviser.steps.tensorflow.TensorFlow113NumPyStep method) (thoth.adviser.steps.tensorflow.TensorFlow114GastStep method) (thoth.adviser.steps.tensorflow.TensorFlow21Urllib3Step method) (thoth.adviser.steps.tensorflow.TensorFlow22NumPyStep method) (thoth.adviser.steps.tensorflow.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.tensorflow.TensorFlowRemoveSciPyStep method) (thoth.adviser.steps.tensorflow.tf_113_numpy.TensorFlow113NumPyStep method) (thoth.adviser.steps.tensorflow.tf_114_gast.TensorFlow114GastStep method) (thoth.adviser.steps.tensorflow.tf_21_urllib3.TensorFlow21Urllib3Step method) (thoth.adviser.steps.tensorflow.tf_22_numpy.TensorFlow22NumPyStep method) (thoth.adviser.steps.tensorflow.tf_22_prob.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.tensorflow.tf_rm_scipy.TensorFlowRemoveSciPyStep method) (thoth.adviser.steps.TensorFlow113NumPyStep method) (thoth.adviser.steps.TensorFlow114GastStep method) (thoth.adviser.steps.TensorFlow21Urllib3Step method) (thoth.adviser.steps.TensorFlow22NumPyStep method) (thoth.adviser.steps.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.TensorFlowRemoveSciPyStep method) (thoth.adviser.strides.one_version.OneVersionStride method) (thoth.adviser.strides.OneVersionStride method) (thoth.adviser.strides.unique_stack.UniqueStackStride method) (thoth.adviser.strides.UniqueStackStride method) (thoth.adviser.Unit method) (thoth.adviser.unit.Unit method) (thoth.adviser.unit.UnitPackageVersion method)

Predictor (class in thoth.adviser) (class in thoth.adviser.predictor) predictor (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) predictor() (thoth.adviser.dependency_monkey.DependencyMonkey property) (thoth.adviser.DependencyMonkey property) prefer_recent (thoth.adviser.predictors.random_walk.RandomWalk attribute) (thoth.adviser.predictors.RandomWalk attribute) prioritized_packages (thoth.adviser.predictors.ApproximatingLatest attribute) (thoth.adviser.predictors.latest.ApproximatingLatest attribute) (thoth.adviser.predictors.random_walk.RandomWalk attribute) (thoth.adviser.predictors.RandomWalk attribute) Product (class in thoth.adviser) (class in thoth.adviser.product) product_count() (thoth.adviser.Report method) (thoth.adviser.report.Report method) project (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.pipeline_builder.PipelineBuilderContext attribute) (thoth.adviser.Product attribute) (thoth.adviser.product.Product attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) Pseudonym (class in thoth.adviser.pseudonym) pseudonyms() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) pseudonyms_dict() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) Py36SetuptoolsSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.setuptools) (class in thoth.adviser.sieves.setuptools.py36) PYTHON (thoth.adviser.Ecosystem attribute) (thoth.adviser.enums.Ecosystem attribute) PythonGraphSolver (class in thoth.adviser.solver) PythonPackageGraphSolver (class in thoth.adviser.solver) PythonRecommendationOutput (class in thoth.adviser) (class in thoth.adviser.enums) PythonVersionBoot (class in thoth.adviser.boots) (class in thoth.adviser.boots.python_version)

R

RANDOM (thoth.adviser.DecisionType attribute) (thoth.adviser.enums.DecisionType attribute) RandomDecisionStride (class in thoth.adviser.strides) (class in thoth.adviser.strides.random_decision) RandomWalk (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.random_walk) recommendation_type (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) (thoth.adviser.pipeline_builder.PipelineBuilderContext attribute) (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) RecommendationType (class in thoth.adviser) (class in thoth.adviser.enums) register_accepted_final_state() (thoth.adviser.Context method) (thoth.adviser.context.Context method) register_package_tuple() (thoth.adviser.Context method) (thoth.adviser.context.Context method) register_package_version() (thoth.adviser.Context method) (thoth.adviser.context.Context method) releases_fetcher (thoth.adviser.solver.PythonGraphSolver attribute) remove() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) remove_unresolved_dependency() (thoth.adviser.State method) (thoth.adviser.state.State method) remove_unresolved_dependency_subtree() (thoth.adviser.State method) (thoth.adviser.state.State method) Report (class in thoth.adviser) (class in thoth.adviser.report) REQUIREMENTS (thoth.adviser.enums.PythonRecommendationOutput attribute) (thoth.adviser.PythonRecommendationOutput attribute) resolve() (thoth.adviser.dependency_monkey.DependencyMonkey method) (thoth.adviser.DependencyMonkey method) (thoth.adviser.Resolver method) (thoth.adviser.resolver.Resolver method) resolve_products() (thoth.adviser.Resolver method) (thoth.adviser.resolver.Resolver method) resolved_dependencies (thoth.adviser.State attribute) (thoth.adviser.state.State attribute) Resolver (class in thoth.adviser) (class in thoth.adviser.resolver) resolver (thoth.adviser.dependency_monkey.DependencyMonkey attribute) (thoth.adviser.DependencyMonkey attribute) RHELVersionBoot (class in thoth.adviser.boots) (class in thoth.adviser.boots.rhel_version) run() (thoth.adviser.Boot method) (thoth.adviser.boot.Boot method) (thoth.adviser.boots.fully_specified_environment.FullySpecifiedEnvironment method) (thoth.adviser.boots.FullySpecifiedEnvironment method) (thoth.adviser.boots.platform.PlatformBoot method) (thoth.adviser.boots.PlatformBoot method) (thoth.adviser.boots.python_version.PythonVersionBoot method) (thoth.adviser.boots.PythonVersionBoot method) (thoth.adviser.boots.rhel_version.RHELVersionBoot method) (thoth.adviser.boots.RHELVersionBoot method) (thoth.adviser.boots.solved_software_environment.SolvedSoftwareEnvironmentBoot method) (thoth.adviser.boots.SolvedSoftwareEnvironmentBoot method), [1] (thoth.adviser.boots.ubi.UbiBoot method) (thoth.adviser.boots.UbiBoot method) (thoth.adviser.boots.version_clash.VersionClashBoot method) (thoth.adviser.boots.VersionClashBoot method) (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.predictors.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.annealing.AdaptiveSimulatedAnnealing method) (thoth.adviser.predictors.ApproximatingLatest method) (thoth.adviser.predictors.hill_climbing.HillClimbing method) (thoth.adviser.predictors.HillClimbing method) (thoth.adviser.predictors.latest.ApproximatingLatest method) (thoth.adviser.predictors.MCTS method) (thoth.adviser.predictors.mcts.MCTS method) (thoth.adviser.predictors.package_combinations.PackageCombinations method) (thoth.adviser.predictors.PackageCombinations method) (thoth.adviser.predictors.random_walk.RandomWalk method) (thoth.adviser.predictors.RandomWalk method) (thoth.adviser.predictors.Sampling method) (thoth.adviser.predictors.sampling.Sampling method) (thoth.adviser.predictors.td.TemporalDifference method) (thoth.adviser.predictors.TemporalDifference method) (thoth.adviser.pseudonym.Pseudonym method) (thoth.adviser.pseudonyms.intel_tensorflow.IntelTensorFlowPseudonym method) (thoth.adviser.pseudonyms.IntelTensorFlowPseudonym method) (thoth.adviser.pseudonyms.tensorflow_gpu.TensorFlowGPUPseudonym method) (thoth.adviser.pseudonyms.TensorFlowGPUPseudonym method) (thoth.adviser.Sieve method) (thoth.adviser.sieve.Sieve method) (thoth.adviser.sieves.abi_compat.AbiCompatibilitySieve method) (thoth.adviser.sieves.AbiCompatibilitySieve method) (thoth.adviser.sieves.backports.enum34.Enum34BackportSieve method) (thoth.adviser.sieves.backports.Enum34BackportSieve method) (thoth.adviser.sieves.backports.functools32.Functools32BackportSieve method) (thoth.adviser.sieves.backports.Functools32BackportSieve method) (thoth.adviser.sieves.backports.importlib_metadata.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.backports.importlib_resources.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.backports.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.backports.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.backports.mock.MockBackportSieve method) (thoth.adviser.sieves.backports.MockBackportSieve method) (thoth.adviser.sieves.CutLockedSieve method) (thoth.adviser.sieves.CutPreReleasesSieve method) (thoth.adviser.sieves.Enum34BackportSieve method) (thoth.adviser.sieves.filter_index.FilterIndexSieve method) (thoth.adviser.sieves.FilterIndexSieve method) (thoth.adviser.sieves.Functools32BackportSieve method) (thoth.adviser.sieves.ImportlibMetadataBackportSieve method) (thoth.adviser.sieves.ImportlibResourcesBackportSieve method) (thoth.adviser.sieves.index_enabled.PackageIndexSieve method) (thoth.adviser.sieves.locked.CutLockedSieve method) (thoth.adviser.sieves.MockBackportSieve method) (thoth.adviser.sieves.PackageIndexSieve method) (thoth.adviser.sieves.pandas.PandasPy36Sieve method) (thoth.adviser.sieves.pandas.py36_drop.PandasPy36Sieve method) (thoth.adviser.sieves.PandasPy36Sieve method) (thoth.adviser.sieves.prereleases.CutPreReleasesSieve method) (thoth.adviser.sieves.Py36SetuptoolsSieve method) (thoth.adviser.sieves.setuptools.py36.Py36SetuptoolsSieve method) (thoth.adviser.sieves.setuptools.Py36SetuptoolsSieve method) (thoth.adviser.sieves.solved.SolvedSieve method) (thoth.adviser.sieves.SolvedSieve method) (thoth.adviser.sieves.tensorflow.TensorFlowCUDASieve method) (thoth.adviser.sieves.tensorflow.tf_cuda.TensorFlowCUDASieve method) (thoth.adviser.sieves.TensorFlowCUDASieve method) (thoth.adviser.sieves.version_constraint.VersionConstraintSieve method) (thoth.adviser.sieves.VersionConstraintSieve method) (thoth.adviser.Step method) (thoth.adviser.step.Step method) (thoth.adviser.steps.aicoe.AICoEReleasesStep method) (thoth.adviser.steps.AICoEReleasesStep method) (thoth.adviser.steps.cve.CvePenalizationStep method) (thoth.adviser.steps.CvePenalizationStep method) (thoth.adviser.steps.dropout.DropoutStep method) (thoth.adviser.steps.DropoutStep method) (thoth.adviser.steps.security_indicators.SecurityIndicatorStep method) (thoth.adviser.steps.SecurityIndicatorStep method) (thoth.adviser.steps.tensorflow.TensorFlow113NumPyStep method) (thoth.adviser.steps.tensorflow.TensorFlow114GastStep method) (thoth.adviser.steps.tensorflow.TensorFlow21Urllib3Step method) (thoth.adviser.steps.tensorflow.TensorFlow22NumPyStep method) (thoth.adviser.steps.tensorflow.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.tensorflow.TensorFlowAVX2Step method) (thoth.adviser.steps.tensorflow.TensorFlowRemoveSciPyStep method) (thoth.adviser.steps.tensorflow.tf_113_numpy.TensorFlow113NumPyStep method) (thoth.adviser.steps.tensorflow.tf_114_gast.TensorFlow114GastStep method) (thoth.adviser.steps.tensorflow.tf_21_urllib3.TensorFlow21Urllib3Step method) (thoth.adviser.steps.tensorflow.tf_22_numpy.TensorFlow22NumPyStep method) (thoth.adviser.steps.tensorflow.tf_22_prob.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.tensorflow.tf_avx2.TensorFlowAVX2Step method) (thoth.adviser.steps.tensorflow.tf_rm_scipy.TensorFlowRemoveSciPyStep method) (thoth.adviser.steps.TensorFlow113NumPyStep method) (thoth.adviser.steps.TensorFlow114GastStep method) (thoth.adviser.steps.TensorFlow21Urllib3Step method) (thoth.adviser.steps.TensorFlow22NumPyStep method) (thoth.adviser.steps.TensorFlow22ProbabilityStep method) (thoth.adviser.steps.TensorFlowAVX2Step method) (thoth.adviser.steps.TensorFlowRemoveSciPyStep method) (thoth.adviser.Stride method) (thoth.adviser.stride.Stride method) (thoth.adviser.strides.one_version.OneVersionStride method) (thoth.adviser.strides.OneVersionStride method) (thoth.adviser.strides.random_decision.RandomDecisionStride method) (thoth.adviser.strides.RandomDecisionStride method) (thoth.adviser.strides.unique_stack.UniqueStackStride method) (thoth.adviser.strides.UniqueStackStride method) (thoth.adviser.Wrap method) (thoth.adviser.wrap.Wrap method) (thoth.adviser.wraps.IntelTensorFlowWrap method) (thoth.adviser.wraps.MKLThreadsWrap method) (thoth.adviser.wraps.no_onservation.NoObservationWrap method) (thoth.adviser.wraps.NoObservationWrap method) (thoth.adviser.wraps.NoSemanticInterpositionWrap method) (thoth.adviser.wraps.python.no_semantic_interposition.NoSemanticInterpositionWrap method) (thoth.adviser.wraps.python.NoSemanticInterpositionWrap method) (thoth.adviser.wraps.tensorflow.IntelTensorFlowWrap method) (thoth.adviser.wraps.tensorflow.MKLThreadsWrap method) (thoth.adviser.wraps.tensorflow.TensorFlow23Accuracy method) (thoth.adviser.wraps.tensorflow.TensorFlow23DictSummary method) (thoth.adviser.wraps.tensorflow.tf_23_accuracy.TensorFlow23Accuracy method) (thoth.adviser.wraps.tensorflow.tf_23_dict_bug.TensorFlow23DictSummary method) (thoth.adviser.wraps.tensorflow.tf_intel.IntelTensorFlowWrap method) (thoth.adviser.wraps.tensorflow.tf_mkl_threads.MKLThreadsWrap method) (thoth.adviser.wraps.TensorFlow23Accuracy method) (thoth.adviser.wraps.TensorFlow23DictSummary method)

runtime_environment (thoth.adviser.solver.GraphReleasesFetcher attribute) (thoth.adviser.solver.PythonPackageGraphSolver attribute)

S

Sampling (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.sampling) score (thoth.adviser.Product attribute) (thoth.adviser.product.Product attribute) (thoth.adviser.State attribute) (thoth.adviser.state.State attribute) SCORE_MAX (thoth.adviser.Step attribute) (thoth.adviser.step.Step attribute) SCORE_MIN (thoth.adviser.Step attribute) (thoth.adviser.step.Step attribute) SECURITY (thoth.adviser.enums.RecommendationType attribute) (thoth.adviser.RecommendationType attribute) SecurityIndicatorStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.security_indicators) set_reward_signal() (thoth.adviser.Predictor method) (thoth.adviser.predictor.Predictor method) (thoth.adviser.predictors.ApproximatingLatest method) (thoth.adviser.predictors.latest.ApproximatingLatest method) (thoth.adviser.predictors.MCTS method) (thoth.adviser.predictors.mcts.MCTS method) (thoth.adviser.predictors.td.TemporalDifference method) (thoth.adviser.predictors.TemporalDifference method) set_stack_info() (thoth.adviser.Report method) (thoth.adviser.report.Report method) set_unresolved_dependencies() (thoth.adviser.State method) (thoth.adviser.state.State method) should_include() (thoth.adviser.boots.fully_specified_environment.FullySpecifiedEnvironment class method) (thoth.adviser.boots.FullySpecifiedEnvironment class method) (thoth.adviser.boots.platform.PlatformBoot class method) (thoth.adviser.boots.PlatformBoot class method) (thoth.adviser.boots.python_version.PythonVersionBoot class method) (thoth.adviser.boots.PythonVersionBoot class method) (thoth.adviser.boots.rhel_version.RHELVersionBoot class method) (thoth.adviser.boots.RHELVersionBoot class method) (thoth.adviser.boots.solved_software_environment.SolvedSoftwareEnvironmentBoot class method) (thoth.adviser.boots.SolvedSoftwareEnvironmentBoot class method), [1] (thoth.adviser.boots.ubi.UbiBoot class method) (thoth.adviser.boots.UbiBoot class method) (thoth.adviser.boots.version_clash.VersionClashBoot class method) (thoth.adviser.boots.VersionClashBoot class method) (thoth.adviser.pseudonyms.intel_tensorflow.IntelTensorFlowPseudonym class method) (thoth.adviser.pseudonyms.IntelTensorFlowPseudonym class method) (thoth.adviser.pseudonyms.tensorflow_gpu.TensorFlowGPUPseudonym class method) (thoth.adviser.pseudonyms.TensorFlowGPUPseudonym class method) (thoth.adviser.sieves.abi_compat.AbiCompatibilitySieve class method) (thoth.adviser.sieves.AbiCompatibilitySieve class method) (thoth.adviser.sieves.backports.enum34.Enum34BackportSieve class method) (thoth.adviser.sieves.backports.Enum34BackportSieve class method) (thoth.adviser.sieves.backports.functools32.Functools32BackportSieve class method) (thoth.adviser.sieves.backports.Functools32BackportSieve class method) (thoth.adviser.sieves.backports.importlib_metadata.ImportlibMetadataBackportSieve class method) (thoth.adviser.sieves.backports.importlib_resources.ImportlibResourcesBackportSieve class method) (thoth.adviser.sieves.backports.ImportlibMetadataBackportSieve class method) (thoth.adviser.sieves.backports.ImportlibResourcesBackportSieve class method) (thoth.adviser.sieves.backports.mock.MockBackportSieve class method) (thoth.adviser.sieves.backports.MockBackportSieve class method) (thoth.adviser.sieves.CutLockedSieve class method) (thoth.adviser.sieves.CutPreReleasesSieve class method) (thoth.adviser.sieves.Enum34BackportSieve class method) (thoth.adviser.sieves.filter_index.FilterIndexSieve class method) (thoth.adviser.sieves.FilterIndexSieve class method) (thoth.adviser.sieves.Functools32BackportSieve class method) (thoth.adviser.sieves.ImportlibMetadataBackportSieve class method) (thoth.adviser.sieves.ImportlibResourcesBackportSieve class method) (thoth.adviser.sieves.index_enabled.PackageIndexSieve class method) (thoth.adviser.sieves.locked.CutLockedSieve class method) (thoth.adviser.sieves.MockBackportSieve class method) (thoth.adviser.sieves.PackageIndexSieve class method) (thoth.adviser.sieves.pandas.PandasPy36Sieve class method) (thoth.adviser.sieves.pandas.py36_drop.PandasPy36Sieve class method) (thoth.adviser.sieves.PandasPy36Sieve class method) (thoth.adviser.sieves.prereleases.CutPreReleasesSieve class method) (thoth.adviser.sieves.Py36SetuptoolsSieve class method) (thoth.adviser.sieves.setuptools.py36.Py36SetuptoolsSieve class method) (thoth.adviser.sieves.setuptools.Py36SetuptoolsSieve class method) (thoth.adviser.sieves.solved.SolvedSieve class method) (thoth.adviser.sieves.SolvedSieve class method) (thoth.adviser.sieves.tensorflow.TensorFlowCUDASieve class method) (thoth.adviser.sieves.tensorflow.tf_cuda.TensorFlowCUDASieve class method) (thoth.adviser.sieves.TensorFlowCUDASieve class method) (thoth.adviser.sieves.version_constraint.VersionConstraintSieve class method) (thoth.adviser.sieves.VersionConstraintSieve class method) (thoth.adviser.steps.aicoe.AICoEReleasesStep class method) (thoth.adviser.steps.AICoEReleasesStep class method) (thoth.adviser.steps.cve.CvePenalizationStep class method) (thoth.adviser.steps.CvePenalizationStep class method) (thoth.adviser.steps.dropout.DropoutStep class method) (thoth.adviser.steps.DropoutStep class method) (thoth.adviser.steps.security_indicators.SecurityIndicatorStep class method) (thoth.adviser.steps.SecurityIndicatorStep class method) (thoth.adviser.steps.tensorflow.TensorFlow113NumPyStep class method) (thoth.adviser.steps.tensorflow.TensorFlow114GastStep class method) (thoth.adviser.steps.tensorflow.TensorFlow21Urllib3Step class method) (thoth.adviser.steps.tensorflow.TensorFlow22NumPyStep class method) (thoth.adviser.steps.tensorflow.TensorFlow22ProbabilityStep class method) (thoth.adviser.steps.tensorflow.TensorFlowAVX2Step class method) (thoth.adviser.steps.tensorflow.TensorFlowRemoveSciPyStep class method) (thoth.adviser.steps.tensorflow.tf_113_numpy.TensorFlow113NumPyStep class method) (thoth.adviser.steps.tensorflow.tf_114_gast.TensorFlow114GastStep class method) (thoth.adviser.steps.tensorflow.tf_21_urllib3.TensorFlow21Urllib3Step class method) (thoth.adviser.steps.tensorflow.tf_22_numpy.TensorFlow22NumPyStep class method) (thoth.adviser.steps.tensorflow.tf_22_prob.TensorFlow22ProbabilityStep class method) (thoth.adviser.steps.tensorflow.tf_avx2.TensorFlowAVX2Step class method) (thoth.adviser.steps.tensorflow.tf_rm_scipy.TensorFlowRemoveSciPyStep class method) (thoth.adviser.steps.TensorFlow113NumPyStep class method) (thoth.adviser.steps.TensorFlow114GastStep class method) (thoth.adviser.steps.TensorFlow21Urllib3Step class method) (thoth.adviser.steps.TensorFlow22NumPyStep class method) (thoth.adviser.steps.TensorFlow22ProbabilityStep class method) (thoth.adviser.steps.TensorFlowAVX2Step class method) (thoth.adviser.steps.TensorFlowRemoveSciPyStep class method) (thoth.adviser.strides.one_version.OneVersionStride class method) (thoth.adviser.strides.OneVersionStride class method) (thoth.adviser.strides.random_decision.RandomDecisionStride class method) (thoth.adviser.strides.RandomDecisionStride class method) (thoth.adviser.strides.unique_stack.UniqueStackStride class method) (thoth.adviser.strides.UniqueStackStride class method) (thoth.adviser.Unit class method) (thoth.adviser.unit.Unit class method) (thoth.adviser.wraps.IntelTensorFlowWrap class method) (thoth.adviser.wraps.MKLThreadsWrap class method) (thoth.adviser.wraps.no_onservation.NoObservationWrap class method) (thoth.adviser.wraps.NoObservationWrap class method) (thoth.adviser.wraps.NoSemanticInterpositionWrap class method) (thoth.adviser.wraps.python.no_semantic_interposition.NoSemanticInterpositionWrap class method) (thoth.adviser.wraps.python.NoSemanticInterpositionWrap class method) (thoth.adviser.wraps.tensorflow.IntelTensorFlowWrap class method) (thoth.adviser.wraps.tensorflow.MKLThreadsWrap class method) (thoth.adviser.wraps.tensorflow.TensorFlow23Accuracy class method) (thoth.adviser.wraps.tensorflow.TensorFlow23DictSummary class method) (thoth.adviser.wraps.tensorflow.tf_23_accuracy.TensorFlow23Accuracy class method) (thoth.adviser.wraps.tensorflow.tf_23_dict_bug.TensorFlow23DictSummary class method) (thoth.adviser.wraps.tensorflow.tf_intel.IntelTensorFlowWrap class method) (thoth.adviser.wraps.tensorflow.tf_mkl_threads.MKLThreadsWrap class method) (thoth.adviser.wraps.TensorFlow23Accuracy class method) (thoth.adviser.wraps.TensorFlow23DictSummary class method)

should_keep_history() (in module thoth.adviser.utils) Sieve (class in thoth.adviser) (class in thoth.adviser.sieve) SieveError sieves() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) sieves_dict() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) size() (thoth.adviser.Beam property) (thoth.adviser.beam.Beam property) SkipPackage skipped (thoth.adviser.DependencyMonkeyReport attribute) (thoth.adviser.dm_report.DependencyMonkeyReport attribute) solve() (thoth.adviser.solver.PythonPackageGraphSolver method) SolvedSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.solved) SolvedSoftwareEnvironmentBoot (class in thoth.adviser.boots), [1] (class in thoth.adviser.boots.solved_software_environment) solver() (thoth.adviser.Resolver property) (thoth.adviser.resolver.Resolver property) (thoth.adviser.solver.PythonPackageGraphSolver property) sources (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) STABLE (thoth.adviser.enums.RecommendationType attribute) (thoth.adviser.RecommendationType attribute) stack_info (thoth.adviser.Context attribute) (thoth.adviser.context.Context attribute) stack_info() (thoth.adviser.Report property) (thoth.adviser.report.Report property) stack_output (thoth.adviser.dependency_monkey.DependencyMonkey attribute) (thoth.adviser.DependencyMonkey attribute) stacks_seen (thoth.adviser.strides.unique_stack.UniqueStackStride attribute) (thoth.adviser.strides.UniqueStackStride attribute) State (class in thoth.adviser) (class in thoth.adviser.state) Step (class in thoth.adviser) (class in thoth.adviser.step) StepError steps() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) steps_dict() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) (thoth.adviser.pipeline_config.PipelineConfig property) (thoth.adviser.PipelineConfig property) stop_resolving (thoth.adviser.Resolver attribute) (thoth.adviser.resolver.Resolver attribute) Stride (class in thoth.adviser) (class in thoth.adviser.stride) StrideError strides (thoth.adviser.pipeline_config.PipelineConfig attribute) (thoth.adviser.PipelineConfig attribute) strides() (thoth.adviser.pipeline_builder.PipelineBuilderContext property) subprocess_run() (in module thoth.adviser.run)

T

TemporalDifference (class in thoth.adviser.predictors) (class in thoth.adviser.predictors.td) TensorFlow113NumPyStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_113_numpy) TensorFlow114GastStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_114_gast) TensorFlow21Urllib3Step (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_21_urllib3) TensorFlow22NumPyStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_22_numpy) TensorFlow22ProbabilityStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_22_prob) TensorFlow23Accuracy (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.tensorflow) (class in thoth.adviser.wraps.tensorflow.tf_23_accuracy) TensorFlow23DictSummary (class in thoth.adviser.wraps) (class in thoth.adviser.wraps.tensorflow) (class in thoth.adviser.wraps.tensorflow.tf_23_dict_bug) TensorFlowAVX2Step (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_avx2) TensorFlowCUDASieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.tensorflow) (class in thoth.adviser.sieves.tensorflow.tf_cuda) TensorFlowGPUPseudonym (class in thoth.adviser.pseudonyms) (class in thoth.adviser.pseudonyms.tensorflow_gpu) TensorFlowRemoveSciPyStep (class in thoth.adviser.steps) (class in thoth.adviser.steps.tensorflow) (class in thoth.adviser.steps.tensorflow.tf_rm_scipy) TESTING (thoth.adviser.enums.RecommendationType attribute) (thoth.adviser.RecommendationType attribute) thoth.adviser (module) thoth.adviser.beam (module) thoth.adviser.boot (module) thoth.adviser.boots (module) thoth.adviser.boots.fully_specified_environment (module) thoth.adviser.boots.platform (module) thoth.adviser.boots.python_version (module) thoth.adviser.boots.rhel_version (module) thoth.adviser.boots.solved_software_environment (module) thoth.adviser.boots.ubi (module) thoth.adviser.boots.version_clash (module) thoth.adviser.cli (module) thoth.adviser.context (module) thoth.adviser.dependency_monkey (module) thoth.adviser.digests_fetcher (module) thoth.adviser.dm_report (module) thoth.adviser.enums (module) thoth.adviser.exceptions (module) thoth.adviser.pipeline_builder (module) thoth.adviser.pipeline_config (module) thoth.adviser.predictor (module) thoth.adviser.predictors (module) thoth.adviser.predictors.annealing (module) thoth.adviser.predictors.hill_climbing (module) thoth.adviser.predictors.latest (module) thoth.adviser.predictors.mcts (module) thoth.adviser.predictors.package_combinations (module) thoth.adviser.predictors.random_walk (module) thoth.adviser.predictors.sampling (module) thoth.adviser.predictors.td (module) thoth.adviser.product (module) thoth.adviser.pseudonym (module) thoth.adviser.pseudonyms (module) thoth.adviser.pseudonyms.intel_tensorflow (module) thoth.adviser.pseudonyms.intel_tensorflow_cpu (module) thoth.adviser.pseudonyms.tensorflow_gpu (module) thoth.adviser.report (module)

thoth.adviser.resolver (module) thoth.adviser.run (module) thoth.adviser.sieve (module) thoth.adviser.sieves (module) thoth.adviser.sieves.abi_compat (module) thoth.adviser.sieves.backports (module) thoth.adviser.sieves.backports.enum34 (module) thoth.adviser.sieves.backports.functools32 (module) thoth.adviser.sieves.backports.importlib_metadata (module) thoth.adviser.sieves.backports.importlib_resources (module) thoth.adviser.sieves.backports.mock (module) thoth.adviser.sieves.filter_index (module) thoth.adviser.sieves.index_enabled (module) thoth.adviser.sieves.locked (module) thoth.adviser.sieves.pandas (module) thoth.adviser.sieves.pandas.py36_drop (module) thoth.adviser.sieves.prereleases (module) thoth.adviser.sieves.setuptools (module) thoth.adviser.sieves.setuptools.py36 (module) thoth.adviser.sieves.solved (module) thoth.adviser.sieves.tensorflow (module) thoth.adviser.sieves.tensorflow.tf_cuda (module) thoth.adviser.sieves.version_constraint (module) thoth.adviser.solver (module) thoth.adviser.state (module) thoth.adviser.step (module) thoth.adviser.steps (module) thoth.adviser.steps.aicoe (module) thoth.adviser.steps.cve (module) thoth.adviser.steps.dropout (module) thoth.adviser.steps.security_indicators (module) thoth.adviser.steps.tensorflow (module) thoth.adviser.steps.tensorflow.tf_113_numpy (module) thoth.adviser.steps.tensorflow.tf_114_gast (module) thoth.adviser.steps.tensorflow.tf_21_urllib3 (module) thoth.adviser.steps.tensorflow.tf_22_numpy (module) thoth.adviser.steps.tensorflow.tf_22_prob (module) thoth.adviser.steps.tensorflow.tf_avx2 (module) thoth.adviser.steps.tensorflow.tf_rm_scipy (module) thoth.adviser.stride (module) thoth.adviser.strides (module) thoth.adviser.strides.one_version (module) thoth.adviser.strides.random_decision (module) thoth.adviser.strides.unique_stack (module) thoth.adviser.unit (module) thoth.adviser.utils (module) thoth.adviser.wrap (module) thoth.adviser.wraps (module) thoth.adviser.wraps.no_onservation (module) thoth.adviser.wraps.python (module) thoth.adviser.wraps.python.no_semantic_interposition (module) thoth.adviser.wraps.pytorch (module) thoth.adviser.wraps.tensorflow (module) thoth.adviser.wraps.tensorflow.tf_23_accuracy (module) thoth.adviser.wraps.tensorflow.tf_23_dict_bug (module) thoth.adviser.wraps.tensorflow.tf_intel (module) thoth.adviser.wraps.tensorflow.tf_mkl_threads (module) to_dict() (thoth.adviser.DependencyMonkeyReport method) (thoth.adviser.dm_report.DependencyMonkeyReport method) (thoth.adviser.exceptions.AdviserRunException method) (thoth.adviser.exceptions.CannotProduceStack method) (thoth.adviser.exceptions.UnresolvedDependencies method) (thoth.adviser.pipeline_config.PipelineConfig method) (thoth.adviser.PipelineConfig method) (thoth.adviser.Product method) (thoth.adviser.product.Product method) (thoth.adviser.Report method) (thoth.adviser.report.Report method) (thoth.adviser.State method) (thoth.adviser.state.State method) (thoth.adviser.Unit method) (thoth.adviser.unit.Unit method) (thoth.adviser.unit.UnitPackageVersion method)

U

UbiBoot (class in thoth.adviser.boots) (class in thoth.adviser.boots.ubi) UnableLock UniqueStackStride (class in thoth.adviser.strides) (class in thoth.adviser.strides.unique_stack) Unit (class in thoth.adviser) (class in thoth.adviser.unit) unit_run (thoth.adviser.unit.UnitPackageVersion attribute) UnitPackageVersion (class in thoth.adviser.unit) UnknownPipelineUnitError

unresolved (thoth.adviser.exceptions.UnresolvedDependencies attribute) unresolved_dependencies (thoth.adviser.State attribute) (thoth.adviser.state.State attribute) UnresolvedDependencies UnsupportedConfiguration update_configuration() (thoth.adviser.Unit method) (thoth.adviser.unit.Unit method) update_unresolved_dependencies() (thoth.adviser.State method) (thoth.adviser.state.State method) UserLockFileError

V

version_seen (thoth.adviser.strides.one_version.OneVersionStride attribute) (thoth.adviser.strides.OneVersionStride attribute) VersionClashBoot (class in thoth.adviser.boots) (class in thoth.adviser.boots.version_clash)

VersionConstraintSieve (class in thoth.adviser.sieves) (class in thoth.adviser.sieves.version_constraint) VersionIdentifierError

W

width (thoth.adviser.Beam attribute) (thoth.adviser.beam.Beam attribute) wipe() (thoth.adviser.Beam method) (thoth.adviser.beam.Beam method) Wrap (class in thoth.adviser) (class in thoth.adviser.wrap)

WrapError wraps (thoth.adviser.pipeline_config.PipelineConfig attribute) (thoth.adviser.PipelineConfig attribute) wraps() (thoth.adviser.pipeline_builder.PipelineBuilderContext property)