identity

Classes

Identity

Stable short hash plus the canonical payload that produced it.

Functions

canonicalize	Convert arbitrary simple objects to a deterministic JSON-compatible shape.
canonical_json
stable_hash
model_identity
config_identity
block_config_identity
candidate_identity
stage_identity
score_identity
mip_identity
mip_execution_identity	Identify the complete concrete MIP expansion and its materialization mode.
vllm_settings_identity
solution_identity
cache_key

class Identity

Bases: object

Stable short hash plus the canonical payload that produced it.

__init__(kind, value, payload)

Parameters:

• kind (str)

• value (str)

• payload (Any)

Return type:

None

kind: str

payload: Any

to_dict()

Return type:

dict[str, Any]

value: str

block_config_identity(block_config)

Parameters:

block_config (Any)

Return type:

Identity

cache_key(stage, inputs, settings)

Parameters:

• stage (str)

• inputs (Any)

• settings (Any)

Return type:

Identity

candidate_identity(layer_idx, block_config, source)

Parameters:

• layer_idx (int)

• block_config (Any)

• source (Any)

Return type:

Identity

canonical_json(obj)

Parameters:

obj (Any)

Return type:

str

canonicalize(obj)

Convert arbitrary simple objects to a deterministic JSON-compatible shape.

Parameters:

obj (Any)

Return type:

Any

config_identity(config)

Parameters:

config (Any)

Return type:

Identity

mip_execution_identity(mip_config, *, widths, max_depth, depth_trajectory, solve_only, input_artifact_identity)

Identify the complete concrete MIP expansion and its materialization mode.

Parameters:

• mip_config (Any)

• widths (Any)

• max_depth (int)

• depth_trajectory (Any)

• solve_only (bool)

• input_artifact_identity (str)

Return type:

str

mip_identity(library, constraints, objective, solver_settings)

Parameters:

• library (Any)

• constraints (Any)

• objective (Any)

• solver_settings (Any)

Return type:

Identity

model_identity(config, tokenizer=None, base_checkpoint_manifest=None)

Parameters:

• config (Any)

• tokenizer (Any)

• base_checkpoint_manifest (Any)

Return type:

Identity

score_identity(candidate, data_identity, scorer_settings)

Parameters:

• candidate (Any)

• data_identity (Any)

• scorer_settings (Any)

Return type:

Identity

solution_identity(layer_to_candidate, constraints, objective)

Parameters:

• layer_to_candidate (Any)

• constraints (Any)

• objective (Any)

Return type:

Identity

stable_hash(obj, *, prefix='id', length=16)

Parameters:

• obj (Any)

• prefix (str)

• length (int)

Return type:

str

stage_identity(stage, inputs, settings, code_version=None)

Parameters:

• stage (str)

• inputs (Any)

• settings (Any)

• code_version (Any)

Return type:

Identity

vllm_settings_identity(settings)

Parameters:

settings (Any)

Return type:

Identity