simulate_heavy_computation

Perform parallel heavy computation tasks by processing multiple inputs concurrently. Input a list of arguments to execute intensive computations efficiently, returning results in the same order. Designed to showcase parallelization benefits.

Instructions

Parallelized version of simulate_heavy_computation.

This function accepts a list of keyword argument dictionaries and executes simulate_heavy_computation concurrently for each set of arguments.

Original function signature: simulate_heavy_computation(complexity: int)

Args: kwargs_list (List[Dict[str, Any]]): A list of dictionaries, where each dictionary provides the keyword arguments for a single call to simulate_heavy_computation.

Returns: List[Any]: A list containing the results of each call to simulate_heavy_computation, in the same order as the input kwargs_list.

Original docstring: Simulate a heavy computation task.

This tool demonstrates parallelization benefits by performing
a computationally intensive task that can be parallelized.

Args:
    complexity: Complexity level (1-10, higher = more computation)
    
Returns:
    Dictionary containing computation results

Input Schema

Name	Required	Description	Default
`kwargs_list`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "kwargs_list": {
      "items": {
        "additionalProperties": true,
        "type": "object"
      },
      "title": "Kwargs List",
      "type": "array"
    }
  },
  "required": [
    "kwargs_list"
  ],
  "title": "simulate_heavy_computationArguments",
  "type": "object"
}

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