from fastapi import APIRouter
from kubernetes import client, config

router = APIRouter()

def fetch_k8s_data_with_usage():
    config.load_incluster_config()
    v1 = client.CoreV1Api()
    metrics_client = client.CustomObjectsApi()

    # Fetch nodes
    nodes = []
    for node in v1.list_node().items:
        # Extract storage (ephemeral-storage) and instance type
        ephemeral_storage = node.status.capacity.get("ephemeral-storage", "0")
        instance_type = node.metadata.labels.get("beta.kubernetes.io/instance-type", "N/A")

        nodes.append({
            "node_name": node.metadata.name,
            "cpu": node.status.capacity.get("cpu"),
            "memory": round(convert_memory_to_mib(node.status.capacity.get("memory")), 2),  # Convert to MiB
            "storage": f"{round(convert_memory_to_gb(ephemeral_storage), 2)} GB",
            "instance_type": instance_type,
            "pods_allocatable": node.status.allocatable.get("pods"),
        })

    # Fetch namespaces
    namespaces = [ns.metadata.name for ns in v1.list_namespace().items]

    # Fetch pod metrics and calculate namespace resource usage
    namespace_usage = {}
    pod_metrics = metrics_client.list_cluster_custom_object(
        group="metrics.k8s.io", version="v1beta1", plural="pods"
    )
    for pod in pod_metrics["items"]:
        pod_namespace = pod["metadata"]["namespace"]
        if pod_namespace not in namespace_usage:
            namespace_usage[pod_namespace] = {"cpu": 0, "memory": 0}

        for container in pod["containers"]:
            cpu_usage = container["usage"]["cpu"]
            memory_usage = container["usage"]["memory"]

            # Convert CPU to cores and memory to MiB
            namespace_usage[pod_namespace]["cpu"] += convert_cpu_to_cores(cpu_usage)
            namespace_usage[pod_namespace]["memory"] += convert_memory_to_mib(memory_usage)

    # Round and format usage for readability
    namespace_usage = {
        ns: {
            "cpu": round(usage["cpu"], 4),  # Round to 4 decimal places
            "memory": round(usage["memory"], 2),  # Memory in MiB
        }
        for ns, usage in namespace_usage.items()
    }

    return {"nodes": nodes, "namespaces": namespaces, "namespace_usage": namespace_usage}


def convert_memory_to_gb(memory):
    """
    Convert memory to GB (gigabytes) for ephemeral-storage.
    """
    if "Ki" in memory:
        return int(memory.replace("Ki", "")) / (1024 ** 2)
    elif "Mi" in memory:
        return int(memory.replace("Mi", "")) / 1024
    elif "Gi" in memory:
        return int(memory.replace("Gi", ""))
    return float(memory)

def convert_cpu_to_cores(cpu):
    if "n" in cpu:
        return round(int(cpu.replace("n", "")) / 1e9, 4)
    elif "u" in cpu:
        return round(int(cpu.replace("u", "")) / 1e6, 4)
    elif "m" in cpu:
        return round(int(cpu.replace("m", "")) / 1000, 4)
    return float(cpu)

def convert_memory_to_mib(memory):
    if "Ki" in memory:
        return int(memory.replace("Ki", "")) / 1024
    elif "Mi" in memory:
        return int(memory.replace("Mi", ""))
    elif "Gi" in memory:
        return int(memory.replace("Gi", "")) * 1024
    return float(memory)

@router.get("/k8s/data")
def get_k8s_data():
    return fetch_k8s_data_with_usage()