thoth.common.config package¶

Submodules¶

thoth.common.config.base module¶

A base class for configuration entries.

class thoth.common.config.base.ConfigEntryBase[source]¶

Bases: object

A base class for configuration entries.

classmethod from_dict(dict_: Dict[str, str]) → thoth.common.config.base.ConfigEntryBase[source]¶

Instantiate hardware related information from its dictionary representation.

to_dict(without_none: bool = False) → Dict[str, Union[str, int, None]][source]¶

Convert runtime environment object representation to a dict.

thoth.common.config.hardware_information module¶

Representation of hardware available with serialization/deserialization methods.

class thoth.common.config.hardware_information.HardwareInformation(cpu_family: Optional[int] = None, cpu_model: Optional[int] = None, gpu_model: Optional[int] = None)[source]¶

Bases: thoth.common.config.base.ConfigEntryBase

Representation for hardware related information.

cpu_family¶

cpu_model¶

gpu_model¶

thoth.common.config.operating_system module¶

Representation of operating system available with serialization/deserialization methods.

class thoth.common.config.operating_system.OperatingSystem(name: str = None, version: str = None)[source]¶

Bases: thoth.common.config.base.ConfigEntryBase

Representation for hardware related information.

name¶

version¶

thoth.common.config.runtime_environment module¶

Representation of runtime environment entry collapsing hardware, runtime and other information.

class thoth.common.config.runtime_environment.RuntimeEnvironment(hardware: thoth.common.config.hardware_information.HardwareInformation, operating_system: thoth.common.config.operating_system.OperatingSystem, python_version: Optional[str] = None, cuda_version: Optional[str] = None, openblas_version: Optional[str] = None, openmpi_version: Optional[str] = None, cudnn_version: Optional[str] = None, mkl_version: Optional[str] = None, labels: Optional[Dict[str, str]] = None, base_image: Optional[str] = None, name: Optional[str] = None, platform: Optional[str] = None, recommendation_type: Optional[str] = None)[source]¶

Bases: object

An entry collapsing configuration options in the user configuration file.

base_image¶

cuda_version¶

cudnn_version¶

classmethod from_dict(dict_: Optional[Dict[Any, Any]] = None) → thoth.common.config.runtime_environment.RuntimeEnvironment[source]¶

Parse one configuration entry from a dictionary.

get_python_version_tuple() → Tuple[int, int][source]¶

Get tuple with Python version (major, minor) information.

hardware¶

is_fully_specified() → bool[source]¶

Check if the given runtime environment is fully specified.

labels¶

classmethod load(content: Optional[str] = None) → thoth.common.config.runtime_environment.RuntimeEnvironment[source]¶

Load runtime environment information from file or from a JSON representation, transparently.

mkl_version¶

name¶

openblas_version¶

openmpi_version¶

operating_system¶

platform¶

python_version¶

recommendation_type¶

to_dict(without_none: bool = False) → Dict[str, Any][source]¶

Convert runtime environment configuration to a dict representation.

to_string() → str[source]¶

Convert runtime environment configuration to a string representation.

Module contents¶

Representation of configuration entries in Thoth.

class thoth.common.config.HardwareInformation(cpu_family: Optional[int] = None, cpu_model: Optional[int] = None, gpu_model: Optional[int] = None)[source]¶

Bases: thoth.common.config.base.ConfigEntryBase

Representation for hardware related information.

cpu_family¶

cpu_model¶

gpu_model¶

class thoth.common.config.OperatingSystem(name: str = None, version: str = None)[source]¶

Bases: thoth.common.config.base.ConfigEntryBase

Representation for hardware related information.

name¶

version¶

class thoth.common.config.RuntimeEnvironment(hardware: thoth.common.config.hardware_information.HardwareInformation, operating_system: thoth.common.config.operating_system.OperatingSystem, python_version: Optional[str] = None, cuda_version: Optional[str] = None, openblas_version: Optional[str] = None, openmpi_version: Optional[str] = None, cudnn_version: Optional[str] = None, mkl_version: Optional[str] = None, labels: Optional[Dict[str, str]] = None, base_image: Optional[str] = None, name: Optional[str] = None, platform: Optional[str] = None, recommendation_type: Optional[str] = None)[source]¶

Bases: object

An entry collapsing configuration options in the user configuration file.

base_image¶

cuda_version¶

cudnn_version¶

classmethod from_dict(dict_: Optional[Dict[Any, Any]] = None) → thoth.common.config.runtime_environment.RuntimeEnvironment[source]¶

Parse one configuration entry from a dictionary.

get_python_version_tuple() → Tuple[int, int][source]¶

Get tuple with Python version (major, minor) information.

hardware¶

is_fully_specified() → bool[source]¶

Check if the given runtime environment is fully specified.

labels¶

classmethod load(content: Optional[str] = None) → thoth.common.config.runtime_environment.RuntimeEnvironment[source]¶

Load runtime environment information from file or from a JSON representation, transparently.

mkl_version¶

name¶

openblas_version¶

openmpi_version¶

operating_system¶

platform¶

python_version¶

recommendation_type¶

to_dict(without_none: bool = False) → Dict[str, Any][source]¶

Convert runtime environment configuration to a dict representation.

to_string() → str[source]¶

Convert runtime environment configuration to a string representation.