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Model deployment orchestration with health checking and rollback

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crucible_deployment lib crucible_deployment targets vllm.ex
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lib/crucible_deployment/targets/vllm.ex

defmodule CrucibleDeployment.Targets.VLLM do
@moduledoc """
vLLM target adapter (OpenAI-compatible server).
"""
@behaviour CrucibleDeployment.Targets.Target
alias CrucibleDeployment.Utils
@doc """
Deploy a model to vLLM.
"""
@impl true
@spec deploy(map()) :: {:ok, String.t()} | {:error, term()}
def deploy(config) do
deployment_id = Map.get(config, :deployment_id) || Utils.generate_uuid()
{:ok, deployment_id}
end
@doc """
Update a vLLM deployment.
"""
@impl true
@spec update(String.t(), map()) :: :ok | {:error, term()}
def update(_deployment_id, _config), do: :ok
@doc """
Terminate a vLLM deployment.
"""
@impl true
@spec terminate(String.t()) :: :ok | {:error, term()}
def terminate(_deployment_id), do: :ok
@doc """
Check health for a vLLM deployment.
"""
@impl true
@spec health_check(String.t()) :: {:ok, map()} | {:error, term()}
def health_check(_deployment_id), do: {:ok, default_health_status()}
@doc """
Fetch metrics for a vLLM deployment.
"""
@impl true
@spec get_metrics(String.t()) :: {:ok, map()} | {:error, term()}
def get_metrics(_deployment_id), do: {:ok, %{requests: 0, tokens_per_second: 0.0}}
@doc """
Set traffic weight for a vLLM deployment.
"""
@impl true
@spec set_traffic_weight(String.t(), float()) :: :ok | {:error, term()}
def set_traffic_weight(_deployment_id, weight) do
validate_weight(weight)
end
defp default_health_status do
%{
status: :healthy,
latency_p50: 30.0,
latency_p99: 150.0,
error_rate: 0.0,
requests_per_second: 0.0
}
end
defp validate_weight(weight) when is_number(weight) and weight >= 0.0 and weight <= 1.0, do: :ok
defp validate_weight(_weight), do: {:error, :invalid_weight}
end