from fastapi import APIRouter
from kubernetes import client, config
import math

router = APIRouter()

def fetch_k8s_data_with_usage():
    config.load_incluster_config()  # Use in-cluster configuration
    v1 = client.CoreV1Api()
    metrics_client = client.CustomObjectsApi()

    # Fetch nodes
    nodes = [{
        "node_name": node.metadata.name,
        "cpu": node.status.capacity.get("cpu"),
        "memory": node.status.capacity.get("memory"),
        "pods_allocatable": node.status.allocatable.get("pods"),
    } for node in v1.list_node().items]

    # 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 millicores and memory to MiB
            namespace_usage[pod_namespace]["cpu"] += convert_cpu_to_millicores(cpu_usage)
            namespace_usage[pod_namespace]["memory"] += convert_memory_to_mib(memory_usage)

    # Convert usage to serializable types
    namespace_usage = {
        ns: {
            "cpu": round(usage["cpu"], 2),  # Round to 2 decimal places for readability
            "memory": round(usage["memory"], 2),
        }
        for ns, usage in namespace_usage.items()
    }

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


def convert_cpu_to_millicores(cpu):
    """
    Convert CPU usage to millicores (m).
    Handles units: n (nano), u (micro), m (milli), or none (cores).
    """
    if "n" in cpu:  # Convert nanocores to millicores
        return int(cpu.replace("n", "")) / 1e6
    elif "u" in cpu:  # Convert microcores to millicores
        return int(cpu.replace("u", "")) / 1e3
    elif "m" in cpu:  # Already in millicores
        return int(cpu.replace("m", ""))
    return float(cpu) * 1000  # Convert cores to millicores


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()