image-match/python/py/Lib/site-packages/ray/dag/function_node.py

from typing import Any, Dict, List

import ray
from ray.dag.dag_node import DAGNode
from ray.dag.format_utils import get_dag_node_str
from ray.util.annotations import DeveloperAPI


@DeveloperAPI
class FunctionNode(DAGNode):
    """Represents a bound task node in a Ray task DAG."""

    def __init__(
        self,
        func_body,
        func_args,
        func_kwargs,
        func_options,
        other_args_to_resolve=None,
    ):
        self._body = func_body
        super().__init__(
            func_args,
            func_kwargs,
            func_options,
            other_args_to_resolve=other_args_to_resolve,
        )

    def _copy_impl(
        self,
        new_args: List[Any],
        new_kwargs: Dict[str, Any],
        new_options: Dict[str, Any],
        new_other_args_to_resolve: Dict[str, Any],
    ):
        return FunctionNode(
            self._body,
            new_args,
            new_kwargs,
            new_options,
            other_args_to_resolve=new_other_args_to_resolve,
        )

    def _execute_impl(self, *args, **kwargs):
        """Executor of FunctionNode by ray.remote().

        Args and kwargs are to match base class signature, but not in the
        implementation. All args and kwargs should be resolved and replaced
        with value in bound_args and bound_kwargs via bottom-up recursion when
        current node is executed.
        """
        return (
            ray.remote(self._body)
            .options(**self._bound_options)
            .remote(*self._bound_args, **self._bound_kwargs)
        )

    def __str__(self) -> str:
        return get_dag_node_str(self, str(self._body))