Direct ReportLab PDF Generation via run_shell
When to Use This Skill
Use this pattern when:
- You need to create a complex, multi-page PDF document with structured content
- Delegating PDF generation to
shell_agentfails or produces unreliable results - You need fine-grained control over PDF layout, styling, and pagination
Core Technique
Instead of asking shell_agent to handle PDF creation, write inline Python code using the reportlab library and execute it directly via run_shell. This gives you deterministic control over the document structure.
Step-by-Step Instructions
Step 1: Prepare Your PDF Content
Organize your content into logical sections that will become pages or page groups:
- Title page
- Table of contents (optional)
- Main content sections
- Appendices or references
Step 2: Write the ReportLab Python Script
Create a Python script that uses these key reportlab components:
from reportlab.lib import colors
from reportlab.lib.pagesizes import letter
from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
from reportlab.lib.units import inch
from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle, PageBreak, Image
from reportlab.lib.enums import TA_CENTER, TA_LEFT, TA_JUSTIFY
def create_pdf(filename, content_data):
doc = SimpleDocTemplate(filename, pagesize=letter,
rightMargin=72, leftMargin=72,
topMargin=72, bottomMargin=72)
story = []
styles = getSampleStyleSheet()
# Custom styles
title_style = ParagraphStyle(
'CustomTitle',
parent=styles['Heading1'],
fontSize=24,
textColor=colors.HexColor('#1a1a1a'),
spaceAfter=30,
alignment=TA_CENTER
)
heading_style = ParagraphStyle(
'CustomHeading',
parent=styles['Heading2'],
fontSize=16,
textColor=colors.HexColor('#2c3e50'),
spaceBefore=20,
spaceAfter=12
)
body_style = ParagraphStyle(
'CustomBody',
parent=styles['Normal'],
fontSize=11,
leading=16,
alignment=TA_JUSTIFY
)
# Build document content
for section in content_data:
if section['type'] == 'title':
story.append(Paragraph(section['text'], title_style))
elif section['type'] == 'heading':
story.append(Paragraph(section['text'], heading_style))
elif section['type'] == 'paragraph':
story.append(Paragraph(section['text'], body_style))
story.append(Spacer(1, 12))
elif section['type'] == 'table':
table = Table(section['data'], colWidths=section.get('col_widths'))
table.setStyle(TableStyle([
('BACKGROUND', (0, 0), (-1, 0), colors.grey),
('TEXTCOLOR', (0, 0), (-1, 0), colors.whitesmoke),
('ALIGN', (0, 0), (-1, -1), 'CENTER'),
('FONTNAME', (0, 0), (-1, 0), 'Helvetica-Bold'),
('FONTSIZE', (0, 0), (-1, 0), 12),
('BOTTOMPADDING', (0, 0), (-1, 0), 12),
('BACKGROUND', (0, 1), (-1, -1), colors.beige),
('GRID', (0, 0), (-1, -1), 1, colors.black),
]))
story.append(table)
story.append(Spacer(1, 20))
elif section['type'] == 'pagebreak':
story.append(PageBreak())
doc.build(story)
Step 3: Execute via run_shell
Run the Python script directly using run_shell:
python3 << 'EOF'
# Your complete reportlab script here
from reportlab.lib import colors
from reportlab.lib.pagesizes import letter
from reportlab.lib.styles import getSampleStyleSheet, ParagraphStyle
from reportlab.platypus import SimpleDocTemplate, Paragraph, Spacer, Table, TableStyle, PageBreak
# ... rest of your script
EOF
Or save to a file and execute:
cat > generate_pdf.py << 'SCRIPT'
# Your complete script
SCRIPT
python3 generate_pdf.py
Step 4: Handle Complex Content
For lengthy documents, structure content as a data structure:
document_sections = [
{'type': 'title', 'text': 'Document Title'},
{'type': 'pagebreak'},
{'type': 'heading', 'text': 'Section 1'},
{'type': 'paragraph', 'text': 'Content here...'},
{'type': 'heading', 'text': 'Section 2'},
{'type': 'table', 'data': [['Header1', 'Header2'], ['Row1-Col1', 'Row1-Col2']]},
{'type': 'pagebreak'},
# Continue for all sections
]
Step 5: Verify Output
Check that the PDF was created successfully:
ls -la your_document.pdf
# Optionally check page count
pdfinfo your_document.pdf 2>/dev/null || echo "PDF created, pdfinfo not available"
Common Patterns
Multi-Section Documents
Use PageBreak() between major sections to ensure clean pagination.
Tables with Data
Structure tabular data as nested lists:
table_data = [
['Column 1', 'Column 2', 'Column 3'],
['Value 1', 'Value 2', 'Value 3'],
['Value 4', 'Value 5', 'Value 6'],
]
Styled Text
Create custom ParagraphStyle objects for consistent formatting across sections.
Long Paragraphs
ReportLab automatically handles text wrapping. For very long content, consider breaking into multiple paragraphs.
Troubleshooting
| Issue | Solution |
|---|---|
| Import errors | Ensure reportlab is installed: pip install reportlab |
| Layout issues | Adjust margins in SimpleDocTemplate constructor |
| Text overflow | Use Spacer elements to add vertical space |
| Table width problems | Set explicit colWidths parameter |
| Page breaks in wrong places | Insert PageBreak() explicitly before new sections |
Advantages Over shell_agent
- Deterministic: Code executes exactly as written
- Debuggable: Errors are immediate and clear
- Controllable: Full access to reportlab's API
- Reliable: No intermediate agent interpretation layer
- Efficient: Single execution, no retry loops