kernelfoundry.eval_pipeline.database.tables

Classes

Base(**kwargs)
BaselineTime(**kwargs)
Job(**kwargs)
JobLog(**kwargs)
Kernel(**kwargs)
Rag(**kwargs)
Task(**kwargs)

class kernelfoundry.eval_pipeline.database.tables.Base(**kwargs: Any)

type_annotation_map = {dict[str, typing.Any]: <class 'sqlalchemy.sql.sqltypes.JSON'>}

__init__(**kwargs: Any) → None

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

metadata: ClassVar[MetaData] = MetaData()

Refers to the _schema.MetaData collection that will be used for new _schema.Table objects.

See also

orm_declarative_metadata

registry: ClassVar[_RegistryType] = <sqlalchemy.orm.decl_api.registry object>

Refers to the _orm.registry in use where new _orm.Mapper objects will be associated.

class kernelfoundry.eval_pipeline.database.tables.Kernel(**kwargs)

id: Mapped[int]

timestamp: Mapped[datetime]

uuid: Mapped[str | None]

parent_uuid: Mapped[str | None]

task_name: Mapped[str | None]

Level_ID: Mapped[int | None]

input_code: Mapped[str | None]

input_language: Mapped[str | None]

output_code: Mapped[str | None]

output_language: Mapped[str | None]

Op_ID: Mapped[str | None]

job_name: Mapped[str | None]

prompt: Mapped[str | None]

answer: Mapped[str | None]

status: Mapped[str | None]

trial: Mapped[int | None]

runtime: Mapped[float | None]

runtime_stats: Mapped[dict[str, Any] | None]

improve_over_native: Mapped[float | None]

improve_over_compile: Mapped[float | None]

score: Mapped[int | None]

eval_log: Mapped[str | None]

version: Mapped[int | None]

index_level_0: Mapped[int | None]

language_model: Mapped[str | None]

profiler_data: Mapped[dict[str, Any] | None]

profiler_data_reference: Mapped[dict[str, Any] | None]

profiler_data_detail: Mapped[dict[str, Any] | None]

profiler_data_detail_reference: Mapped[dict[str, Any] | None]

template_results: Mapped[dict[str, Any] | None]

optimization_profile: Mapped[dict[str, Any] | None]

gpu_arch: Mapped[str | None]

eval_worker_info: Mapped[dict[str, Any] | None]

compile_worker_info: Mapped[dict[str, Any] | None]

config: Mapped[dict[str, Any] | None]

task_id: Mapped[str]

job_id: Mapped[int | None]

agent_session_id: Mapped[str | None]

db_user: Mapped[str]

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

class kernelfoundry.eval_pipeline.database.tables.BaselineTime(**kwargs)

id: Mapped[int]

level: Mapped[str]

task_name: Mapped[str]

mean: Mapped[float | None]

std: Mapped[float | None]

min: Mapped[float | None]

max: Mapped[float | None]

num_trials: Mapped[int | None]

hardware: Mapped[str | None]

device: Mapped[str | None]

platform: Mapped[str | None]

backend: Mapped[str | None]

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

class kernelfoundry.eval_pipeline.database.tables.Task(**kwargs)

id: Mapped[str]

task_name: Mapped[str]

Op_ID: Mapped[str | None]

task_origin: Mapped[str]

config: Mapped[dict | None]

Level_ID: Mapped[int | None]

task_data: Mapped[dict | None]

has_build_step: Mapped[bool]

correctness_tests: Mapped[list[str] | None]

profile_tests: Mapped[list[str] | None]

evolve_block: Mapped[str | None]

reference_block: Mapped[str | None]

user_instructions_block: Mapped[str | None]

hyperparameters_buildtime: Mapped[dict | None]

hyperparameters_runtime: Mapped[dict | None]

generate_hash_id(data: str | dict) → None

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

class kernelfoundry.eval_pipeline.database.tables.Job(**kwargs)

id: Mapped[int]

task_id: Mapped[str | None]

task_origin: Mapped[str]

status: Mapped[str]

progress: Mapped[float]

created_at: Mapped[datetime]

started_at: Mapped[datetime | None]

finished_at: Mapped[datetime | None]

archived_at: Mapped[datetime | None]

config: Mapped[dict[str, Any] | None]

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

class kernelfoundry.eval_pipeline.database.tables.JobLog(**kwargs)

id: Mapped[int]

job_id: Mapped[int]

hostname: Mapped[str | None]

kernel_uuid: Mapped[str | None]

agent_session_id: Mapped[str | None]

level: Mapped[str]

timestamp: Mapped[datetime]

message: Mapped[str]

extra: Mapped[dict[str, Any] | None]

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

class kernelfoundry.eval_pipeline.database.tables.Rag(**kwargs)

id: Mapped[int]

task_name: Mapped[str | None]

language: Mapped[str]

descriptor: Mapped[str | None]

kernel_code: Mapped[str | None]

file_path: Mapped[str | None]

category: Mapped[str]

keywords: Mapped[str | None]

optimization_profile: Mapped[dict[str, float] | list[float] | None]

embedded_text: Mapped[str]

embedding: Mapped[list[float] | None]

origin: Mapped[str | None]

__init__(**kwargs)

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.