Add new features

This commit is contained in:
Andras Schmelczer 2022-05-28 15:15:34 +02:00
commit 2c3f19e67c

View file

@ -1,7 +1,7 @@
from functools import wraps
from typing import Any, Callable, Dict, List, Literal, Union
from ..helper import get_function_metadata_store
from ..helper import assert_function_is_not_finalised, get_function_metadata_store
from ..tracing import TracingContext
from ..views import Model
from .load_model import load_model
@ -14,7 +14,9 @@ def use_model(
return_path: bool = False,
model_kwarg_name: str = "model",
) -> Callable[..., Any]:
assert isinstance(version, int) or version == "latest"
assert (
isinstance(version, int) or version == "latest"
), "Only integers or the string literal `latest` is allowed as version"
model, actual_version = load_model(
key=key,
@ -23,17 +25,19 @@ def use_model(
)
def decorator(func: Callable[..., Any]) -> Callable[..., Any]:
assert_function_is_not_finalised(func)
store = get_function_metadata_store(func)
store.model_parameter_names.append(model_kwarg_name)
if store.version:
store.version += "|"
store.version += f"{key}:{actual_version}"
if store.model_versions:
store.model_versions += "."
store.model_versions += f"{key}-v{actual_version}"
@wraps(func)
def wrapper(*args: List[Any], **kwargs: Dict[str, Any]) -> Any:
context = TracingContext.get_current_context()
if context:
context.log_model(Model(key=key, version=actual_version))
tracing_context = TracingContext.get_current_context()
if tracing_context:
tracing_context.log_model(Model(key=key, version=actual_version))
return func(*args, **kwargs, **{model_kwarg_name: model})
return wrapper