Excel

Read

headless-excel eval model.xlsx "
ctx.sync()
print(ctx.active['A3'].value)
print(ctx.active.range('A1:D10').dump())
"

Multi-Sheet Workbooks

headless-excel eval model.xlsx "
# Get sheets directly by name or create
data = ctx.sheet('Sheet')      # get existing sheet
data.title = 'Data'
data['A1'] = 100

summary = ctx.create_sheet('Summary')  # create new sheet
summary['A1'] = '=SUM(Data!A:A)'

# Verify
ctx.sync()
print(data.range('A1').dump())
print(summary.range('A1').dump())
"

Styling

headless-excel eval model.xlsx "
from openpyxl.styles import Font, PatternFill

ws = ctx.active
ws['A1'].font = Font(bold=True)
ws['A1'].fill = PatternFill('solid', fgColor='4472C4')
ws.range('B2:B10').apply_style(number_format=NumberFormats.ACCOUNTING)
"

NumberFormats: ACCOUNTING, ACCOUNTING_0DP, PERCENTAGE, PERCENTAGE_1DP, PERCENTAGE_2DP, NUMBER, NUMBER_0DP, DATE, DATE_LONG

Auto-Fill

headless-excel eval model.xlsx "
ws = ctx.active
ws['A1'] = '=B1*C1'
ws.range('A1:A10').auto_fill()  # fills A2:A10 with adjusted formulas
"

Clearing Cells

headless-excel eval model.xlsx "
ws = ctx.active
ws.range('A1:D10').clear()  # clears values, formulas, and styles
"

Iterative Calculations (Circular References)

For formulas with circular references that should converge (e.g., goal-seek scenarios), enable iterative calculation on the workbook:

headless-excel eval model.xlsx "
# Enable iterative calculations
ctx.wb.calculation.iterate = True
ctx.wb.calculation.iterateCount = 100   # max iterations
ctx.wb.calculation.iterateDelta = 0.001 # convergence threshold

ws = ctx.active
ws['A1'] = 1            # seed value
ws['B1'] = '=A1/2'
ws['A1'] = '=B1+0.5'    # circular: A1 -> B1 -> A1, converges to A1=1, B1=0.5
"

Without iterate = True, circular refs produce #VALUE! errors. With it enabled, LibreOffice iterates until convergence or max iterations.

Best Practices

The whole point of Excel is that values recalculate automatically when inputs change. Avoid computing values in Python and simply writing static numbers.

Bad (hardcoded):

total = sum(values)  # computed in Python
ws['A10'] = total    # user edits data, total is now wrong

Good (formula):

ws['A10'] = '=SUM(A1:A9)'  # always up to date

Layout

• Prefer uniform column widths
• Use empty columns for indentation (not varying widths)
• Always specify units in headers: Revenue ($mm), Growth (%)

API Reference

# ExcelContext (ctx)
ctx.active                      # get/set active WorksheetProxy
ctx.sheet(name)                 # get existing sheet by name
ctx.create_sheet(title, index=None)  # create new sheet
ctx.delete_sheet(name)          # delete sheet
ctx.sync(raise_on_errors=False) # save, recalc via LibreOffice, reload
ctx.wb                          # WorkbookProxy (also ctx.workbook)

# WorksheetProxy (ws) - also has all openpyxl Worksheet attrs
ws['A1']                        # get CellProxy
ws['A1'] = value                # set cell value
ws.cell(row, col, value=None)   # get CellProxy by row/col index
ws.range('A1:C3')               # get RangeProxy
ws.title                        # sheet name (read/write)
ws.column_dimensions['A'].width # column width

# RangeProxy
range.values                    # get/set 2D array
range.formulas                  # dict of {coord: formula}
range.shape                     # (rows, cols)
range.apply_style(              # bulk styling
    font=None,                  # Font
    fill=None,                  # PatternFill
    alignment=None,             # Alignment
    border=None,                # Border
    number_format=None,         # str (use NumberFormats.*)
)
range.auto_fill(                # fill formulas like Excel drag
    direction=None,             # 'down'|'right'|'up'|'left' (auto-detects)
    source_rows=1,              # rows to use as pattern
    copy_styles=True,
)
range.clear(styles=True)        # clear values and optionally styles
range.dump(show_formulas=False) # formatted table string for debugging

# CellProxy
cell.value                      # get materialized value / set value
cell.formula                    # get formula string or None (read-only)
cell.font, cell.fill, cell.border, cell.number_format, cell.alignment

Tips

• Keep each eval under 100 LoC; build worksheets incrementally across multiple calls
• ctx.sheet('Name') to get existing sheet
• ctx.create_sheet('Name') to create new sheet
• ws.range('A1:Z100').clear() to clear a range
• Call ctx.sync() before reading values you just wrote
• Use print(ws.range(...).dump()) to verify