科研效率
未发现用户侧风险
Excel Heredoc 备选方案
当 execute_code_sandbox 环境创建 Excel 文件失败时,回退到使用 run_shell 和内联 Python heredoc 来生成带样式的电子表格工作簿。提供完整的代码模板与故障排除指南。
文件预览
2 个文件
SKILL.md
6.0 KB · 可预览
---
name: excel-heredoc-workaround
description: Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails
---
# Excel Heredoc Workaround
## Purpose
When creating Excel files with openpyxl, `execute_code_sandbox` may fail due to environment issues. This skill provides a robust workaround: fall back to `run_shell` with inline Python heredoc scripts to create properly formatted spreadsheets with styling.
## When to Use
- You need to create `.xlsx` files with openpyxl
- `execute_code_sandbox` fails with openpyxl-related errors
- You need styling, formatting, or complex spreadsheet features
- Direct shell execution with Python heredoc is available
## Step-by-Step Instructions
### Step 1: Attempt execute_code_sandbox First
Try creating the Excel file using `execute_code_sandbox`:
```python
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill
wb = Workbook()
ws = wb.active
ws.title = "Data"
# Add data and styling
ws['A1'] = "Header"
ws['A1'].font = Font(bold=True)
wb.save("output.xlsx")
print("ARTIFACT_PATH:output.xlsx")
```
### Step 2: If Sandbox Fails, Use run_shell with Heredoc
When `execute_code_sandbox` fails, switch to `run_shell` with a Python heredoc:
```bash
python3 << 'EOF'
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill, Border, Side
# Create workbook
wb = Workbook()
ws = wb.active
ws.title = "Schedule"
# Add headers with styling
headers = ["Task", "Date", "Status", "Priority"]
for col, header in enumerate(headers, 1):
cell = ws.cell(row=1, column=col, value=header)
cell.font = Font(bold=True, size=12)
cell.fill = PatternFill(start_color="4472C4", end_color="4472C4", fill_type="solid")
cell.font = Font(bold=True, color="FFFFFF")
cell.alignment = Alignment(horizontal="center")
# Add data rows
data = [
["Cleanup Zone A", "2024-01-15", "Pending", "High"],
["Cleanup Zone B", "2024-01-16", "Complete", "Medium"],
]
for row_idx, row_data in enumerate(data, 2):
for col_idx, value in enumerate(row_data, 1):
cell = ws.cell(row=row_idx, column=col_idx, value=value)
cell.alignment = Alignment(horizontal="left")
# Adjust column widths
for col in ws.columns:
max_length = 0
column = col[0].column_letter
for cell in col:
try:
if len(str(cell.value)) > max_length:
max_length = len(str(cell.value))
except:
pass
ws.column_dimensions[column].width = max_length + 2
# Save the file
wb.save("Cleanup_Schedule.xlsx")
print("Created Cleanup_Schedule.xlsx successfully")
EOF
```
### Step 3: Verify File Creation
After running the heredoc script, verify the file was created:
```bash
ls -lh *.xlsx
```
### Step 4: Optional - Read Back to Confirm
Use `read_file` to confirm the Excel file is valid:
```
read_file with filetype="xlsx", file_path="Cleanup_Schedule.xlsx"
```
## Key Advantages
| Aspect | execute_code_sandbox | run_shell heredoc |
|--------|---------------------|-------------------|
| Reliability | May fail with openpyxl | More stable execution |
| Styling support | Limited | Full openpyxl support |
| File output | Via ARTIFACT_PATH | Direct file write |
| Debugging | Limited output | Full stdout/stderr |
## Common Styling Patterns
### Bold Headers with Colored Background
```python
from openpyxl.styles import Font, PatternFill
header_fill = PatternFill(start_color="4472C4", end_color="4472C4", fill_type="solid")
header_font = Font(bold=True, color="FFFFFF", size=12)
cell = ws.cell(row=1, column=1, value="Header")
cell.fill = header_fill
cell.font = header_font
```
### Alternating Row Colors
```python
from openpyxl.styles import PatternFill
gray_fill = PatternFill(start_color="D9D9D9", end_color="D9D9D9", fill_type="solid")
for row in range(2, ws.max_row + 1):
if row % 2 == 0:
for col in range(1, ws.max_column + 1):
ws.cell(row=row, column=col).fill = gray_fill
```
### Borders and Alignment
```python
from openpyxl.styles import Border, Side, Alignment
thin_border = Border(
left=Side(style='thin'),
right=Side(style='thin'),
top=Side(style='thin'),
bottom=Side(style='thin')
)
for row in ws.iter_rows():
for cell in row:
cell.border = thin_border
cell.alignment = Alignment(horizontal="center", vertical="center")
```
## Troubleshooting
**Issue**: File not created after heredoc execution
- **Fix**: Check stdout for Python errors; ensure working directory is correct
**Issue**: openpyxl not found
- **Fix**: Install with `pip install openpyxl` before running heredoc
**Issue**: Styling not appearing
- **Fix**: Ensure you save the workbook after applying all styles
## Example Complete Workflow
```bash
# Create Excel with full styling
python3 << 'EOF'
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill, Border, Side
wb = Workbook()
ws = wb.active
ws.title = "Report"
# Header row
headers = ["ID", "Name", "Value", "Date"]
for col, h in enumerate(headers, 1):
cell = ws.cell(row=1, column=col, value=h)
cell.font = Font(bold=True, color="FFFFFF")
cell.fill = PatternFill(start_color="2F5597", fill_type="solid")
cell.alignment = Alignment(horizontal="center")
# Data
ws.append([1, "Item A", 100, "2024-01-01"])
ws.append([2, "Item B", 200, "2024-01-02"])
# Apply borders
thin = Side(style='thin')
border = Border(left=thin, right=thin, top=thin, bottom=thin)
for row in ws.iter_rows():
for cell in row:
cell.border = border
# Auto-width columns
for col in ws.columns:
col_letter = col[0].column_letter
max_len = max(len(str(cell.value)) if cell.value else 0 for cell in col)
ws.column_dimensions[col_letter].width = min(max_len + 2, 50)
wb.save("Report.xlsx")
print("Success: Report.xlsx created")
EOF
```SKILL.md
元数据
| name | excel-heredoc-workaround |
|---|---|
| description | 当 execute_code_sandbox 失败时,回退到使用 run_shell 和内联 Python heredoc 创建 Excel 文件。 |
Excel Heredoc 备选方案
目的
当使用 openpyxl 创建 Excel 文件时,execute_code_sandbox 可能因环境问题而失败。此技能提供了一个稳健的备选方案:回退到 run_shell,通过内联 Python heredoc 脚本创建格式正确的电子表格,并支持样式设置。
适用场景
- 需要使用 openpyxl 创建
.xlsx文件 execute_code_sandbox因 openpyxl 相关错误而失败- 需要样式、格式或复杂的电子表格功能
- 可使用 shell 直接执行 Python heredoc
分步说明
步骤 1:首先尝试 execute_code_sandbox
尝试使用 execute_code_sandbox 创建 Excel 文件:
python
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill
wb = Workbook()
ws = wb.active
ws.title = "Data"
# 添加数据和样式
ws['A1'] = "Header"
ws['A1'].font = Font(bold=True)
wb.save("output.xlsx")
print("ARTIFACT_PATH:output.xlsx")步骤 2:若沙盒失败,使用 run_shell 与 Heredoc
当 execute_code_sandbox 失败时,切换至 run_shell 并配合 Python heredoc:
bash
python3 << 'EOF'
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill, Border, Side
# 创建工作簿
wb = Workbook()
ws = wb.active
ws.title = "Schedule"
# 添加带样式的表头
headers = ["Task", "Date", "Status", "Priority"]
for col, header in enumerate(headers, 1):
cell = ws.cell(row=1, column=col, value=header)
cell.font = Font(bold=True, size=12)
cell.fill = PatternFill(start_color="4472C4", end_color="4472C4", fill_type="solid")
cell.font = Font(bold=True, color="FFFFFF")
cell.alignment = Alignment(horizontal="center")
# 添加数据行
data = [
["Cleanup Zone A", "2024-01-15", "Pending", "High"],
["Cleanup Zone B", "2024-01-16", "Complete", "Medium"],
]
for row_idx, row_data in enumerate(data, 2):
for col_idx, value in enumerate(row_data, 1):
cell = ws.cell(row=row_idx, column=col_idx, value=value)
cell.alignment = Alignment(horizontal="left")
# 调整列宽
for col in ws.columns:
max_length = 0
column = col[0].column_letter
for cell in col:
try:
if len(str(cell.value)) > max_length:
max_length = len(str(cell.value))
except:
pass
ws.column_dimensions[column].width = max_length + 2
# 保存文件
wb.save("Cleanup_Schedule.xlsx")
print("Created Cleanup_Schedule.xlsx successfully")
EOF步骤 3:验证文件创建
运行 heredoc 脚本后,确认文件已创建:
bash
ls -lh *.xlsx步骤 4:可选——回读确认
使用 read_file 确认 Excel 文件有效:
text
read_file with filetype="xlsx", file_path="Cleanup_Schedule.xlsx"关键优势
| 方面 | execute_code_sandbox | run_shell heredoc |
|---|---|---|
| 稳定性 | 可能因 openpyxl 失败 | 执行更稳定 |
| 样式支持 | 有限 | 完整 openpyxl 支持 |
| 文件输出 | 通过 ARTIFACT_PATH | 直接写入文件 |
| 调试 | 输出有限 | 完整 stdout/stderr |
常用样式模式
带彩色背景的粗体表头
python
from openpyxl.styles import Font, PatternFill
header_fill = PatternFill(start_color="4472C4", end_color="4472C4", fill_type="solid")
header_font = Font(bold=True, color="FFFFFF", size=12)
cell = ws.cell(row=1, column=1, value="Header")
cell.fill = header_fill
cell.font = header_font交替行颜色
python
from openpyxl.styles import PatternFill
gray_fill = PatternFill(start_color="D9D9D9", end_color="D9D9D9", fill_type="solid")
for row in range(2, ws.max_row + 1):
if row % 2 == 0:
for col in range(1, ws.max_column + 1):
ws.cell(row=row, column=col).fill = gray_fill边框与对齐
python
from openpyxl.styles import Border, Side, Alignment
thin_border = Border(
left=Side(style='thin'),
right=Side(style='thin'),
top=Side(style='thin'),
bottom=Side(style='thin')
)
for row in ws.iter_rows():
for cell in row:
cell.border = thin_border
cell.alignment = Alignment(horizontal="center", vertical="center")故障排除
问题:heredoc 执行后未生成文件
- 修复:检查 stdout 中的 Python 错误;确保工作目录正确
问题:找不到 openpyxl
- 修复:在运行 heredoc 前用
pip install openpyxl安装
问题:样式未出现
- 修复:确保在保存工作簿之前应用所有样式
完整工作流程示例
bash
# 创建带完整样式的 Excel
python3 << 'EOF'
from openpyxl import Workbook
from openpyxl.styles import Font, Alignment, PatternFill, Border, Side
wb = Workbook()
ws = wb.active
ws.title = "Report"
# 表头行
headers = ["ID", "Name", "Value", "Date"]
for col, h in enumerate(headers, 1):
cell = ws.cell(row=1, column=col, value=h)
cell.font = Font(bold=True, color="FFFFFF")
cell.fill = PatternFill(start_color="2F5597", fill_type="solid")
cell.alignment = Alignment(horizontal="center")
# 数据
ws.append([1, "Item A", 100, "2024-01-01"])
ws.append([2, "Item B", 200, "2024-01-02"])
# 应用边框
thin = Side(style='thin')
border = Border(left=thin, right=thin, top=thin, bottom=thin)
for row in ws.iter_rows():
for cell in row:
cell.border = border
# 自动调整列宽
for col in ws.columns:
col_letter = col[0].column_letter
max_len = max(len(str(cell.value)) if cell.value else 0 for cell in col)
ws.column_dimensions[col_letter].width = min(max_len + 2, 50)
wb.save("Report.xlsx")
print("Success: Report.xlsx created")
EOF