库存 采购 规划智能体

import requests, json, pandas as pd

API_INV = "https://api.example.com/v2/inventory"

def fetch_inventory():
    resp = requests.get(API_INV, params={"status": "active"})
    return resp.json().get("items", [])

def calc_reorder(items):
    rows = []
    for i in items:
        req = i["sales_velocity"] * i["lead_time_days"]
        reorder = max(0, req - i["stock_on_hand"])
        urgency = "High" if i["stock_on_hand"] < req * 0.3 else "Medium" if i["stock_on_hand"] < req * 0.7 else "Low"
        rows.append({"sku": i["sku"], "reorder": reorder, "cost": reorder * i["unit_cost"], "urgency": urgency})
    return sorted(rows, key=lambda r: -r["reorder"])

po = calc_reorder(fetch_inventory())
print(json.dumps(po, indent=2))