thoth.adviser.steps package

Submodules

thoth.adviser.steps.cve module

Penalize stacks with a CVE.

class thoth.adviser.steps.cve.CvePenalizationStep(*, configuration: Dict[str, Any] = NOTHING, name: str = None)

Bases: thoth.adviser.step.Step

Penalization based on CVE being present in stack.

CONFIGURATION_DEFAULT = {'cve_penalization': -0.2}

run(_: thoth.adviser.state.State, package_version: thoth.python.package_version.PackageVersion) → Optional[Tuple[float, List[Dict[str, str]]]]

Penalize stacks with a CVE.

classmethod should_include(builder_context: PipelineBuilderContext) → Optional[Dict[str, Any]]

Remove CVEs only for advised stacks.

thoth.adviser.steps.dropout module

Perform a drop out of a new state expansion, randomly.

class thoth.adviser.steps.dropout.DropoutStep(*, configuration: Dict[str, Any] = NOTHING, name: str = None)

Bases: thoth.adviser.step.Step

A step that drops a state transition with a certain probability.

CONFIGURATION_DEFAULT = {'probability': 0.9}

run(state: thoth.adviser.state.State, package_version: thoth.python.package_version.PackageVersion) → Optional[Tuple[Optional[float], Optional[List[Dict[str, str]]]]]

Do not accept new state, randomly.

classmethod should_include(builder_context: PipelineBuilderContext) → Optional[Dict[str, Any]]

Do not register the dropout step.

Module contents

Implementation of steps used during simulated annealing.

class thoth.adviser.steps.DropoutStep(*, configuration: Dict[str, Any] = NOTHING, name: str = None)

Bases: thoth.adviser.step.Step

A step that drops a state transition with a certain probability.

CONFIGURATION_DEFAULT = {'probability': 0.9}

run(state: thoth.adviser.state.State, package_version: thoth.python.package_version.PackageVersion) → Optional[Tuple[Optional[float], Optional[List[Dict[str, str]]]]]

Do not accept new state, randomly.

classmethod should_include(builder_context: PipelineBuilderContext) → Optional[Dict[str, Any]]

Do not register the dropout step.

class thoth.adviser.steps.CvePenalizationStep(*, configuration: Dict[str, Any] = NOTHING, name: str = None)

Bases: thoth.adviser.step.Step

Penalization based on CVE being present in stack.

CONFIGURATION_DEFAULT = {'cve_penalization': -0.2}

run(_: thoth.adviser.state.State, package_version: thoth.python.package_version.PackageVersion) → Optional[Tuple[float, List[Dict[str, str]]]]

Penalize stacks with a CVE.

classmethod should_include(builder_context: PipelineBuilderContext) → Optional[Dict[str, Any]]

Remove CVEs only for advised stacks.