使用Python将JSON,XML和YAML数据写入Excel文件

# 导入所需库
from spire.xls import Workbook, FileFormat, BuiltInStyles
import json

# 读取并解析JSON订单数据
with open("E-Commerce Order Data.json", "r", encoding="utf-8") as f:
    jsonData = json.load(f)

# 定义Excel列标题
headers = ["order_id", "customer", "order_date", "status", "total", "product", "quantity", "price"]

# 将嵌套的JSON结构转换为扁平化表格数据
rows = []
for order in jsonData:
    for item in order["items"]:
        # 合并订单主数据和商品明细数据
        row = [
            order["order_id"], order["customer"], order["order_date"],
            order["status"], str(order["total"]), item["product"],
            str(item["quantity"]), str(item["price"])
        ]
        rows.append(row)python

# 初始化Excel工作簿和工作表
workbook = Workbook()
workbook.Worksheets.Clear()
sheet = workbook.Worksheets.Add("Orders")

# 写入表头到首行
for col, header in enumerate(headers):
    sheet.Range[1, col + 1].Value = header

# 写入数据行内容
for row_idx, row_data in enumerate(rows):
    for col_idx, value in enumerate(row_data):
        sheet.Range[row_idx + 2, col_idx + 1].Value = value

# 设置表格样式
sheet.Rows[0].BuiltInStyle = BuiltInStyles.Heading2  # 标题行样式
for row in range(1, sheet.Rows.Count):
    sheet.Rows[row].BuiltInStyle = BuiltInStyles.Accent2_40  # 数据行样式

# 自动调整列宽
for col in range(sheet.Columns.Count):
    sheet.AutoFitColumn(col + 1)

# 保存并释放资源
workbook.SaveToFile("output/JSONToExcel.xlsx", FileFormat.Version2016)
workbook.Dispose()

# 导入XML处理库和Excel操作库
import xml.etree.ElementTree as ET
from spire.xls import Workbook, FileFormat, BuiltInStyles

# 解析XML变更日志文件
tree = ET.parse("Software Manual Changelog.xml")
root = tree.getroot()

# 定义表格列标题
headers = ["version", "date", "editor", "change"]
rows = []

# 提取并转换XML数据结构
for entry in root.findall("entry"):
    # 提取公共字段
    version = entry.findtext("version", "")
    date = entry.findtext("date", "")
    editor = entry.findtext("editor", "")

    # 展开多个变更条目为独立行
    for change in entry.find("changes").findall("change"):
        rows.append([version, date, editor, change.text.strip()])

# 创建Excel工作簿
workbook = Workbook()
workbook.Worksheets.Clear()
sheet = workbook.Worksheets.Add("Changelog")

# 写入表格标题行
for col, header in enumerate(headers):
    sheet.Range[1, col + 1].Value = header

# 填充变更记录数据
for row_idx, row_data in enumerate(rows):
    for col_idx, value in enumerate(row_data):
        sheet.Range[row_idpythonx + 2, col_idx + 1].Value = value

# 应用样式模板
sheet.Rows[0].BuiltInStyle = BuiltInStyles.Heading1  # 主标题样式
for row in range(1, sheet.Rows.Count):
    sheet.Rows[row].BuiltInStyle = BuiltInStyles.Accent1_40  # 交替行底色

# 自适应列宽设置
for col in range(sheet.Columns.Count):
    sheet.AutoFitColumn(col + 1)

# 输出文件并释放资源
workbook.SaveToFile("output/XMLToExcel.xlsx", FileFormat.Version2016)
workbook.Dispose()

# 导入YAML处理库和Excel操作库
import yaml
from spire.xls import Workbook, FileFormat, BuiltInStyles

# 加载CI/CD流水线配置文件
with open("CI CD Pipeline Configuration.yaml", "r", encoding="utf-8") as f:
    yaml_data = yaml.safe_load(f)  # 安全解析YAML内容

# 定义流水线分析报表列结构
headers = ["stage", "command", "output_file", "coverage", "environment"]
rows = []

# 展开流水线阶段的多维数据
for stage in yaml_data["stages"]:
    # 提取阶段基础信息
    name = stage.get("name", "")
    commands = stage.get("commands", [])
    coverage = str(stage.get("coverage", ""))  # 数值转字符串
    environment = stage.get("environment", "")
    outputs = stage.get("artifacts", []) or [""]  # 处理空输出文件情况

    # 按命令展开明细行
    for i, cmd in enumerate(commands):
        # 合并数据时保持指标数据首行展示
        row = [
            name,
            cmd,
            outputs[i] if i < len(outputs) else "",  # 匹配命令与产出文件
            coverage if i == 0 else "",  # 覆盖率仅首行保留
            environment if i == 0 else ""  # 环境信息仅首行http://www.chinasem.cn保留
        ]
        rows.append(row)

# 创建报表工作簿
workbook = Workbook()
workbook.Worksheets.Clear()
sheet = workbook.Worksheets.Add("Pipeline")

# 构建表头结构
for col, header in enumerate(headers):
    sheet.Range[1, col + 1].Value = header

# 填充动态生成的流水线数据
for row_idx, row_data in enumerate(rows):
    for col_idx, value in enumerate(row_data):
        sheet.Range[row_idx + 2, col_idx + 1].Value = str(value)  # 强制转为字符串格式

# 应用阶梯式样式方案
sheet.Rows[0].BuiltInStyle = BuiltInStyles.Heading4  # 深色渐变标题
for row in range(1, sheet.Rows.Count):
    sheet.Rows[row].BuiltInStyle = BuiltInStyles.Accent2_40  # 浅色交替行背景

# 优化列显示宽度
for col in range(sheet.Columns.Count):
    sheet.AutoFitColumn(col + 1)

# 持久化报表文件
workbook.SaveToFile("output/YAMLToExcel.xlsx", FileFormat.Version2016)
workbook.Dispose()