thoth.adviser package

Subpackages

• thoth.adviser.python package
  • Subpackages
    • thoth.adviser.python.dependency_graph package
      • Subpackages
        • thoth.adviser.python.dependency_graph.adaptation package
          • Submodules
          • thoth.adviser.python.dependency_graph.adaptation.elements module
          • thoth.adviser.python.dependency_graph.adaptation.exceptions module
          • thoth.adviser.python.dependency_graph.adaptation.graph module
          • thoth.adviser.python.dependency_graph.adaptation.transaction module
          • Module contents
        • thoth.adviser.python.dependency_graph.walking package
          • Submodules
          • thoth.adviser.python.dependency_graph.walking.dependency_graph module
          • Module contents
      • Module contents
    • thoth.adviser.python.pipeline package
      • Subpackages
        • thoth.adviser.python.pipeline.sieves package
          • Submodules
          • thoth.adviser.python.pipeline.sieves.os_sieve module
          • Module contents
        • thoth.adviser.python.pipeline.steps package
          • Submodules
          • thoth.adviser.python.pipeline.steps.buildtime_error module
          • thoth.adviser.python.pipeline.steps.cve module
          • thoth.adviser.python.pipeline.steps.limit_latest_versions module
          • thoth.adviser.python.pipeline.steps.observation_reduction module
          • thoth.adviser.python.pipeline.steps.performance_adjustment module
          • thoth.adviser.python.pipeline.steps.prereleases module
          • thoth.adviser.python.pipeline.steps.restrict_indexes module
          • thoth.adviser.python.pipeline.steps.runtime_error module
          • thoth.adviser.python.pipeline.steps.score_cutoff module
          • thoth.adviser.python.pipeline.steps.semver_sort module
          • thoth.adviser.python.pipeline.steps.toolchain module
          • thoth.adviser.python.pipeline.steps.unreachable module
          • Module contents
        • thoth.adviser.python.pipeline.strides package
          • Submodules
          • thoth.adviser.python.pipeline.strides.cve module
          • thoth.adviser.python.pipeline.strides.performance_scoring module
          • thoth.adviser.python.pipeline.strides.random_decision module
          • thoth.adviser.python.pipeline.strides.score_filter module
          • Module contents
        • thoth.adviser.python.pipeline.units package
          • Submodules
          • thoth.adviser.python.pipeline.units.cve module
          • thoth.adviser.python.pipeline.units.performance module
          • thoth.adviser.python.pipeline.units.semver module
          • Module contents
      • Submodules
      • thoth.adviser.python.pipeline.context_base module
      • thoth.adviser.python.pipeline.exceptions module
      • thoth.adviser.python.pipeline.pipeline module
      • thoth.adviser.python.pipeline.product module
      • thoth.adviser.python.pipeline.sieve module
      • thoth.adviser.python.pipeline.sieve_context module
      • thoth.adviser.python.pipeline.stack_candidates module
      • thoth.adviser.python.pipeline.stats_base module
      • thoth.adviser.python.pipeline.step module
      • thoth.adviser.python.pipeline.step_context module
      • thoth.adviser.python.pipeline.step_stats module
      • thoth.adviser.python.pipeline.stride module
      • thoth.adviser.python.pipeline.stride_context module
      • thoth.adviser.python.pipeline.stride_stats module
      • thoth.adviser.python.pipeline.unit_base module
      • Module contents
  • Submodules
  • thoth.adviser.python.advise module
  • thoth.adviser.python.builder module
  • thoth.adviser.python.dependency_monkey module
  • thoth.adviser.python.digests_fetcher module
  • thoth.adviser.python.exceptions module
  • thoth.adviser.python.solver module
  • Module contents

Submodules

thoth.adviser.cli module

Thoth-adviser CLI.

thoth.adviser.configuration module

Configuration used for computing recommendations.

thoth.adviser.enums module

Enum types used in thoth-adviser code.

class thoth.adviser.enums.DecisionType

Bases: thoth.adviser.enums._ExtendedEnum

Type of decision used in Dependency Monkey for generating stacks.

ALL = 1

RANDOM = 2

class thoth.adviser.enums.Ecosystem

Bases: thoth.adviser.enums._ExtendedEnum

Ecosystem known to recommendation engine.

PYTHON = 1

class thoth.adviser.enums.PythonRecommendationOutput

Bases: thoth.adviser.enums._ExtendedEnum

Recommendation generation respecting constraints on package-version level observations.

PIPENV = 1

REQUIREMENTS = 2

class thoth.adviser.enums.RecommendationType

Bases: thoth.adviser.enums._ExtendedEnum

Recommendation generation respecting constraints on package-version level observations.

LATEST = 3

STABLE = 1

TESTING = 2

thoth.adviser.exceptions module

Exceptions used within thoth-adviser package.

exception thoth.adviser.exceptions.InternalError

Bases: thoth.adviser.exceptions.ThothAdviserException

An exception raised on bugs in the code base.

exception thoth.adviser.exceptions.NotFound

Bases: thoth.adviser.exceptions.ThothAdviserException

An exception raised if the given resource was not found.

exception thoth.adviser.exceptions.PipfileParseError

Bases: thoth.adviser.exceptions.ThothAdviserException

An exception raised on invalid Pipfile or Pipfile.lock.

exception thoth.adviser.exceptions.ThothAdviserException

Bases: Exception

A base exception for this package.

exception thoth.adviser.exceptions.UnsupportedConfiguration

Bases: thoth.adviser.exceptions.ThothAdviserException

An exception raised on unsupported configuration by recommendation engine.

exception thoth.adviser.exceptions.VersionIdentifierError

Bases: thoth.adviser.exceptions.ThothAdviserException

An exception raised if the given version identifier is not a semver identifier.

thoth.adviser.isis module

Adapter for communicating with Isis API (API exposing project2vec).

Isis is, as of now, a simple API service. We did not generate swagger client, instead, use this adapter for transparent communication.

class thoth.adviser.isis.Isis(isis_api_url: str = None)

Bases: object

An adapter for communicating with Isis API from within adviser.

get_python_package_performance_impact_all(package_tuples: Iterable[Tuple[str, str, str]]) → dict

Get performance impact for a list of packages.

This accepts directly uses package tuples even the Isis API uses projects (package names). This is due to result gathering - optimization as we do not need to map back project names to package tuples.

get_python_project_performance_import

Get performance import for a Python project.

This function uses cache to reduce number of calls to Isis API.

Module contents

Adviser on PyPI ecosystem.