feat: enrich cluster state snapshot
This commit is contained in:
parent
0675b8b688
commit
0d86700a66
@ -16,6 +16,26 @@ from ..utils.logging import get_logger
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logger = get_logger(__name__)
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logger = get_logger(__name__)
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_VALUE_PAIR_LEN = 2
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_VALUE_PAIR_LEN = 2
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_WORKLOAD_LABEL_KEYS = (
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"app.kubernetes.io/name",
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"app",
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"k8s-app",
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"app.kubernetes.io/instance",
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"release",
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)
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_SYSTEM_NAMESPACES = {
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"kube-system",
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"kube-public",
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"kube-node-lease",
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"flux-system",
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"monitoring",
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"logging",
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"traefik",
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"cert-manager",
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"maintenance",
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"postgres",
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"vault",
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}
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@dataclass(frozen=True)
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@dataclass(frozen=True)
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@ -68,6 +88,112 @@ def _summarize_nodes(payload: dict[str, Any]) -> dict[str, Any]:
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}
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}
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def _node_labels(labels: dict[str, Any]) -> dict[str, Any]:
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if not isinstance(labels, dict):
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return {}
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keep: dict[str, Any] = {}
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for key, value in labels.items():
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if key.startswith("node-role.kubernetes.io/"):
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keep[key] = value
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if key in {
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"kubernetes.io/arch",
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"kubernetes.io/hostname",
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"beta.kubernetes.io/arch",
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"hardware",
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"jetson",
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}:
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keep[key] = value
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return keep
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def _node_addresses(status: dict[str, Any]) -> dict[str, str]:
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addresses = status.get("addresses") if isinstance(status.get("addresses"), list) else []
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output: dict[str, str] = {}
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for addr in addresses:
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if not isinstance(addr, dict):
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continue
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addr_type = addr.get("type")
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addr_value = addr.get("address")
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if isinstance(addr_type, str) and isinstance(addr_value, str):
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output[addr_type] = addr_value
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return output
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def _node_details(payload: dict[str, Any]) -> list[dict[str, Any]]:
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details: list[dict[str, Any]] = []
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for node in _items(payload):
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metadata = node.get("metadata") if isinstance(node.get("metadata"), dict) else {}
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status = node.get("status") if isinstance(node.get("status"), dict) else {}
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node_info = status.get("nodeInfo") if isinstance(status.get("nodeInfo"), dict) else {}
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labels = metadata.get("labels") if isinstance(metadata.get("labels"), dict) else {}
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name = metadata.get("name") if isinstance(metadata.get("name"), str) else ""
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if not name:
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continue
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roles = _node_roles(labels)
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details.append(
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{
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"name": name,
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"ready": _node_ready(status.get("conditions")),
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"roles": roles,
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"is_worker": _node_is_worker(labels),
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"labels": _node_labels(labels),
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"hardware": _hardware_hint(labels, node_info),
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"arch": node_info.get("architecture") or "",
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"os": node_info.get("operatingSystem") or "",
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"kernel": node_info.get("kernelVersion") or "",
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"kubelet": node_info.get("kubeletVersion") or "",
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"container_runtime": node_info.get("containerRuntimeVersion") or "",
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"addresses": _node_addresses(status),
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}
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)
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details.sort(key=lambda item: item.get("name") or "")
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return details
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def _node_roles(labels: dict[str, Any]) -> list[str]:
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roles: list[str] = []
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for key in labels.keys():
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if key.startswith("node-role.kubernetes.io/"):
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role = key.split("/", 1)[-1]
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if role:
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roles.append(role)
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return sorted(set(roles))
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def _node_is_worker(labels: dict[str, Any]) -> bool:
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if "node-role.kubernetes.io/control-plane" in labels:
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return False
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if "node-role.kubernetes.io/master" in labels:
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return False
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if "node-role.kubernetes.io/worker" in labels:
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return True
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return True
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def _hardware_hint(labels: dict[str, Any], node_info: dict[str, Any]) -> str:
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result = "unknown"
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if str(labels.get("jetson") or "").lower() == "true":
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result = "jetson"
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else:
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hardware = (labels.get("hardware") or "").strip().lower()
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if hardware:
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result = hardware
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else:
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kernel = str(node_info.get("kernelVersion") or "").lower()
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os_image = str(node_info.get("osImage") or "").lower()
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if "tegra" in kernel or "jetson" in os_image:
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result = "jetson"
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elif "raspi" in kernel or "bcm2711" in kernel:
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result = "rpi"
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else:
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arch = str(node_info.get("architecture") or "").lower()
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if arch == "amd64":
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result = "amd64"
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elif arch == "arm64":
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result = "arm64-unknown"
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return result
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def _condition_status(conditions: Any, cond_type: str) -> tuple[bool | None, str, str]:
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def _condition_status(conditions: Any, cond_type: str) -> tuple[bool | None, str, str]:
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if not isinstance(conditions, list):
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if not isinstance(conditions, list):
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return None, "", ""
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return None, "", ""
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@ -116,6 +242,82 @@ def _summarize_kustomizations(payload: dict[str, Any]) -> dict[str, Any]:
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}
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}
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def _namespace_allowed(namespace: str) -> bool:
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return bool(namespace) and namespace not in _SYSTEM_NAMESPACES
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def _workload_from_labels(labels: dict[str, Any]) -> tuple[str, str]:
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for key in _WORKLOAD_LABEL_KEYS:
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value = labels.get(key)
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if isinstance(value, str) and value:
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return value, f"label:{key}"
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return "", ""
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def _owner_reference(metadata: dict[str, Any]) -> tuple[str, str]:
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owners = metadata.get("ownerReferences") if isinstance(metadata.get("ownerReferences"), list) else []
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for owner in owners:
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if not isinstance(owner, dict):
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continue
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name = owner.get("name")
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kind = owner.get("kind")
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if isinstance(name, str) and name:
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return name, f"owner:{kind or 'unknown'}"
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return "", ""
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def _pod_workload(meta: dict[str, Any]) -> tuple[str, str]:
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labels = meta.get("labels") if isinstance(meta.get("labels"), dict) else {}
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name, source = _workload_from_labels(labels)
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if name:
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return name, source
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return _owner_reference(meta)
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def _summarize_workloads(payload: dict[str, Any]) -> list[dict[str, Any]]:
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workloads: dict[tuple[str, str], dict[str, Any]] = {}
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for pod in _items(payload):
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metadata = pod.get("metadata") if isinstance(pod.get("metadata"), dict) else {}
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spec = pod.get("spec") if isinstance(pod.get("spec"), dict) else {}
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status = pod.get("status") if isinstance(pod.get("status"), dict) else {}
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namespace = metadata.get("namespace") if isinstance(metadata.get("namespace"), str) else ""
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if not _namespace_allowed(namespace):
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continue
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workload, source = _pod_workload(metadata)
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if not workload:
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continue
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node = spec.get("nodeName") if isinstance(spec.get("nodeName"), str) else ""
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phase = status.get("phase") if isinstance(status.get("phase"), str) else ""
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key = (namespace, workload)
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entry = workloads.setdefault(
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key,
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{
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"namespace": namespace,
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"workload": workload,
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"source": source,
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"nodes": {},
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"pods_total": 0,
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"pods_running": 0,
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},
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)
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entry["pods_total"] += 1
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if phase == "Running":
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entry["pods_running"] += 1
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if node:
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nodes = entry["nodes"]
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nodes[node] = nodes.get(node, 0) + 1
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output: list[dict[str, Any]] = []
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for entry in workloads.values():
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nodes = entry.get("nodes") or {}
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primary = ""
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if isinstance(nodes, dict) and nodes:
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primary = sorted(nodes.items(), key=lambda item: (-item[1], item[0]))[0][0]
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entry["primary_node"] = primary
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output.append(entry)
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output.sort(key=lambda item: (item.get("namespace") or "", item.get("workload") or ""))
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return output
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def _vm_query(expr: str) -> list[dict[str, Any]] | None:
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def _vm_query(expr: str) -> list[dict[str, Any]] | None:
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base = settings.vm_url
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base = settings.vm_url
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if not base:
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if not base:
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@ -164,6 +366,99 @@ def _vm_vector(expr: str) -> list[dict[str, Any]]:
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return output
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return output
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def _vm_topk(expr: str, label_key: str) -> dict[str, Any] | None:
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result = _vm_vector(expr)
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if not result:
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return None
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metric = result[0].get("metric") if isinstance(result[0], dict) else {}
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value = result[0].get("value")
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label = metric.get(label_key) if isinstance(metric, dict) else None
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return {"label": label or "", "value": value, "metric": metric}
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def _vm_node_metric(expr: str, label_key: str) -> list[dict[str, Any]]:
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output: list[dict[str, Any]] = []
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for item in _vm_vector(expr):
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metric = item.get("metric") if isinstance(item.get("metric"), dict) else {}
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label = metric.get(label_key)
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value = item.get("value")
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if isinstance(label, str) and label:
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output.append({"node": label, "value": value})
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output.sort(key=lambda item: item.get("node") or "")
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return output
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def _postgres_connections(errors: list[str]) -> dict[str, Any]:
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postgres: dict[str, Any] = {}
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try:
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postgres["used"] = _vm_scalar("sum(pg_stat_activity_count)")
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postgres["max"] = _vm_scalar("max(pg_settings_max_connections)")
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postgres["hottest_db"] = _vm_topk(
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"topk(1, sum by (datname) (pg_stat_activity_count))",
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"datname",
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)
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except Exception as exc:
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errors.append(f"postgres: {exc}")
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return postgres
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def _hottest_nodes(errors: list[str]) -> dict[str, Any]:
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hottest: dict[str, Any] = {}
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try:
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hottest["cpu"] = _vm_topk(
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'label_replace(topk(1, avg by (node) (((1 - avg by (instance) (rate(node_cpu_seconds_total{mode="idle"}[5m]))) * 100) '
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'* on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))), "__name__", "$1", "node", "(.*)")',
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"node",
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)
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hottest["ram"] = _vm_topk(
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'label_replace(topk(1, avg by (node) ((avg by (instance) ((node_memory_MemTotal_bytes - node_memory_MemAvailable_bytes) '
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'/ node_memory_MemTotal_bytes * 100)) * on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))), "__name__", "$1", "node", "(.*)")',
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"node",
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)
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hottest["net"] = _vm_topk(
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'label_replace(topk(1, avg by (node) ((sum by (instance) (rate(node_network_receive_bytes_total{device!~"lo"}[5m]) '
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'+ rate(node_network_transmit_bytes_total{device!~"lo"}[5m]))) * on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))), "__name__", "$1", "node", "(.*)")',
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"node",
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)
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hottest["io"] = _vm_topk(
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'label_replace(topk(1, avg by (node) ((sum by (instance) (rate(node_disk_read_bytes_total[5m]) + rate(node_disk_written_bytes_total[5m]))) '
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'* on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))), "__name__", "$1", "node", "(.*)")',
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"node",
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)
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except Exception as exc:
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errors.append(f"hottest: {exc}")
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return hottest
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def _node_usage(errors: list[str]) -> dict[str, Any]:
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usage: dict[str, Any] = {}
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try:
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usage["cpu"] = _vm_node_metric(
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'avg by (node) (((1 - avg by (instance) (rate(node_cpu_seconds_total{mode="idle"}[5m]))) * 100) '
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'* on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))',
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"node",
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)
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usage["ram"] = _vm_node_metric(
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'avg by (node) ((avg by (instance) ((node_memory_MemTotal_bytes - node_memory_MemAvailable_bytes) '
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'/ node_memory_MemTotal_bytes * 100)) * on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))',
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"node",
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)
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usage["net"] = _vm_node_metric(
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'avg by (node) ((sum by (instance) (rate(node_network_receive_bytes_total{device!~"lo"}[5m]) '
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'+ rate(node_network_transmit_bytes_total{device!~"lo"}[5m]))) * on(instance) group_left(node) '
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'label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))',
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"node",
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)
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usage["io"] = _vm_node_metric(
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'avg by (node) ((sum by (instance) (rate(node_disk_read_bytes_total[5m]) + rate(node_disk_written_bytes_total[5m]))) '
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'* on(instance) group_left(node) label_replace(node_uname_info{nodename!=""}, "node", "$1", "nodename", "(.*)"))',
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"node",
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)
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except Exception as exc:
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errors.append(f"node_usage: {exc}")
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return usage
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def _summarize_metrics(errors: list[str]) -> dict[str, Any]:
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def _summarize_metrics(errors: list[str]) -> dict[str, Any]:
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metrics: dict[str, Any] = {}
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metrics: dict[str, Any] = {}
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try:
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try:
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@ -180,6 +475,9 @@ def _summarize_metrics(errors: list[str]) -> dict[str, Any]:
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)
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)
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except Exception as exc:
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except Exception as exc:
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errors.append(f"vm: {exc}")
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errors.append(f"vm: {exc}")
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metrics["postgres_connections"] = _postgres_connections(errors)
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metrics["hottest_nodes"] = _hottest_nodes(errors)
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metrics["node_usage"] = _node_usage(errors)
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return metrics
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return metrics
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@ -188,9 +486,11 @@ def collect_cluster_state() -> tuple[dict[str, Any], ClusterStateSummary]:
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collected_at = datetime.now(timezone.utc)
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collected_at = datetime.now(timezone.utc)
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nodes: dict[str, Any] | None = None
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nodes: dict[str, Any] | None = None
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||||||
|
node_details: list[dict[str, Any]] = []
|
||||||
try:
|
try:
|
||||||
payload = get_json("/api/v1/nodes")
|
payload = get_json("/api/v1/nodes")
|
||||||
nodes = _summarize_nodes(payload)
|
nodes = _summarize_nodes(payload)
|
||||||
|
node_details = _node_details(payload)
|
||||||
except Exception as exc:
|
except Exception as exc:
|
||||||
errors.append(f"nodes: {exc}")
|
errors.append(f"nodes: {exc}")
|
||||||
|
|
||||||
@ -203,12 +503,21 @@ def collect_cluster_state() -> tuple[dict[str, Any], ClusterStateSummary]:
|
|||||||
except Exception as exc:
|
except Exception as exc:
|
||||||
errors.append(f"flux: {exc}")
|
errors.append(f"flux: {exc}")
|
||||||
|
|
||||||
|
workloads: list[dict[str, Any]] = []
|
||||||
|
try:
|
||||||
|
pods_payload = get_json("/api/v1/pods?limit=5000")
|
||||||
|
workloads = _summarize_workloads(pods_payload)
|
||||||
|
except Exception as exc:
|
||||||
|
errors.append(f"pods: {exc}")
|
||||||
|
|
||||||
metrics = _summarize_metrics(errors)
|
metrics = _summarize_metrics(errors)
|
||||||
|
|
||||||
snapshot = {
|
snapshot = {
|
||||||
"collected_at": collected_at.isoformat(),
|
"collected_at": collected_at.isoformat(),
|
||||||
"nodes": nodes or {},
|
"nodes": nodes or {},
|
||||||
|
"nodes_detail": node_details,
|
||||||
"flux": kustomizations or {},
|
"flux": kustomizations or {},
|
||||||
|
"workloads": workloads,
|
||||||
"metrics": metrics,
|
"metrics": metrics,
|
||||||
"errors": errors,
|
"errors": errors,
|
||||||
}
|
}
|
||||||
|
|||||||
@ -23,15 +23,36 @@ def test_collect_cluster_state(monkeypatch) -> None:
|
|||||||
return {
|
return {
|
||||||
"items": [
|
"items": [
|
||||||
{
|
{
|
||||||
"metadata": {"name": "node-a"},
|
"metadata": {"name": "node-a", "labels": {"kubernetes.io/arch": "arm64"}},
|
||||||
"status": {"conditions": [{"type": "Ready", "status": "True"}]},
|
"status": {
|
||||||
|
"conditions": [{"type": "Ready", "status": "True"}],
|
||||||
|
"nodeInfo": {"architecture": "arm64"},
|
||||||
|
"addresses": [{"type": "InternalIP", "address": "10.0.0.1"}],
|
||||||
|
},
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
"metadata": {"name": "node-b"},
|
"metadata": {"name": "node-b", "labels": {"kubernetes.io/arch": "amd64"}},
|
||||||
"status": {"conditions": [{"type": "Ready", "status": "False"}]},
|
"status": {
|
||||||
|
"conditions": [{"type": "Ready", "status": "False"}],
|
||||||
|
"nodeInfo": {"architecture": "amd64"},
|
||||||
|
},
|
||||||
},
|
},
|
||||||
]
|
]
|
||||||
}
|
}
|
||||||
|
if path.startswith("/api/v1/pods"):
|
||||||
|
return {
|
||||||
|
"items": [
|
||||||
|
{
|
||||||
|
"metadata": {
|
||||||
|
"name": "jellyfin-0",
|
||||||
|
"namespace": "media",
|
||||||
|
"labels": {"app": "jellyfin"},
|
||||||
|
},
|
||||||
|
"spec": {"nodeName": "node-a"},
|
||||||
|
"status": {"phase": "Running"},
|
||||||
|
}
|
||||||
|
]
|
||||||
|
}
|
||||||
return {
|
return {
|
||||||
"items": [
|
"items": [
|
||||||
{
|
{
|
||||||
@ -55,6 +76,8 @@ def test_collect_cluster_state(monkeypatch) -> None:
|
|||||||
assert snapshot["nodes"]["total"] == 2
|
assert snapshot["nodes"]["total"] == 2
|
||||||
assert snapshot["nodes"]["ready"] == 1
|
assert snapshot["nodes"]["ready"] == 1
|
||||||
assert snapshot["flux"]["not_ready"] == 1
|
assert snapshot["flux"]["not_ready"] == 1
|
||||||
|
assert snapshot["nodes_detail"]
|
||||||
|
assert snapshot["workloads"]
|
||||||
assert summary.nodes_total == 2
|
assert summary.nodes_total == 2
|
||||||
assert summary.nodes_ready == 1
|
assert summary.nodes_ready == 1
|
||||||
assert summary.pods_running == 5.0
|
assert summary.pods_running == 5.0
|
||||||
|
|||||||
Loading…
x
Reference in New Issue
Block a user