#!/usr/bin/env python3 """capacity-scan.py — deterministic capacity facts for /capacity-review. Python standard library only. Emits a JSON object to stdout. Reads physical capacities and workload allocations from the machine-readable tables in docs/hardware/reference.md, computes per-node allocated-vs-physical rollups, and cross-checks workload hostnames against `terraform output -json` and `ansible-inventory --list` to surface drift. Degrades gracefully when nothing is provisioned. Live usage stats are a documented future hook. Usage: python3 scripts/capacity-scan.py [--env staging] [--reference PATH] """ import argparse import json import os import subprocess import sys REPO_ROOT = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) def parse_table(markdown, required_cols): """Return row dicts for the first markdown table whose header contains all required_cols. Keys are header names; values are raw cell strings. Rows whose cell count does not match the header are skipped.""" lines = markdown.splitlines() required = set(required_cols) for i, raw in enumerate(lines): line = raw.strip() if not line.startswith("|"): continue headers = [c.strip() for c in line.strip("|").split("|")] if not required.issubset(set(headers)): continue rows = [] # i + 2 skips the header's GFM separator row (|---|---|) for body in lines[i + 2:]: if not body.strip().startswith("|"): break cells = [c.strip() for c in body.strip().strip("|").split("|")] if len(cells) == len(headers): rows.append(dict(zip(headers, cells))) return rows return [] def compute_rollup(node_rows, workload_rows): """Per node: physical totals, summed allocations, RAM headroom %, and an oversubscribed flag. Workloads on unknown nodes are ignored.""" nodes = {} for r in node_rows: nodes[r["node"]] = { "cores": int(r["cores"]), "ram_gb": float(r["ram_gb"]), "disk_gb": float(r["disk_gb"]), "alloc_cores": 0, "alloc_ram_mb": 0, "alloc_disk_gb": 0.0, } for w in workload_rows: node = nodes.get(w["node"]) if node is None: continue node["alloc_cores"] += int(w["cores"]) node["alloc_ram_mb"] += int(w["ram_mb"]) node["alloc_disk_gb"] += float(w["disk_gb"]) for node in nodes.values(): node["alloc_ram_gb"] = round(node.pop("alloc_ram_mb") / 1024, 1) node["ram_headroom_pct"] = ( round(100 * (node["ram_gb"] - node["alloc_ram_gb"]) / node["ram_gb"]) if node["ram_gb"] else 0 ) node["oversubscribed"] = ( node["alloc_cores"] > node["cores"] or node["alloc_ram_gb"] > node["ram_gb"] or node["alloc_disk_gb"] > node["disk_gb"] ) return nodes def parse_tf_hostnames(tf_json): """Hostnames from `terraform output -json` (the `vms` map keys).""" data = json.loads(tf_json) return set(data.get("vms", {}).get("value", {}).keys()) def parse_inventory_hostnames(inv_json): """Hostnames from `ansible-inventory --list` (_meta.hostvars keys).""" data = json.loads(inv_json) return set(data.get("_meta", {}).get("hostvars", {}).keys()) def find_drift(workload_rows, known_hostnames): """Warn when reference.md workloads and live hostnames disagree. Silent when no hostnames are known (pre-provisioning) — nothing to compare against.""" warnings = [] declared = {w["workload"] for w in workload_rows} if not known_hostnames: return warnings for name in sorted(declared - known_hostnames): warnings.append( f"reference.md lists '{name}' but no Terraform/inventory host declares it" ) for name in sorted(known_hostnames - declared): warnings.append( f"host '{name}' exists in Terraform/inventory but is absent from reference.md" ) return warnings