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How to use Application.Calculate in the xlwings API way
The Application.Calculate member in Excel’s object model is a method that forces a full recalculation of all open workbooks. In xlwings, this is exposed through the api property, allowing Python scripts to trigger the same recalculation engine that Excel uses. This is particularly useful after programmatically modifying cell values or formulas, ensuring that all dependent calculations are updated before proceeding with further operations, such as reading results or generating reports.
Functionality
The primary function of Application.Calculate is to perform a complete recalculation across all data in all open workbooks. It recalculates all formulas, updating any cells that depend on changed precedents. This is equivalent to pressing F9 in the Excel application. It is essential when your VBA macro or xlwings script changes values and needs immediate, accurate results from formulas that reference those cells. Without an explicit calculate call, Excel might not update all formulas until the next natural recalculation cycle, potentially leading to stale data being read.
Syntax
In xlwings, you access this method via the Application object obtained from a workbook or app instance. The typical syntax is:
app.application.Calculate()Here, app refers to an xlwings App instance. The application property returns the underlying COM object (Excel’s Application), on which you call the Calculate method. The method takes no parameters. It simply triggers the recalculation.
Example
Consider a scenario where you have an Excel workbook with formulas in column B that sum values from column A. You use xlwings to write new numbers into column A and then need to read the updated totals from column B. Without a calculate, column B might still show old results.
import xlwings as xw
# Connect to the active Excel instance or create a new one
app = xw.apps.active # Or xw.App() for a new instance
# Open a specific workbook (adjust the path)
wb = app.books.open(r'C:\path\to\your\workbook.xlsx')
sheet = wb.sheets['Sheet1']
# Write new values to cells A1:A10
for i in range(1, 11):
sheet.range(f'A{i}').value = i * 10
# Force a full recalculation to update formulas in column B
app.application.Calculate()
# Now read the recalculated sums from column B (assuming B1:B10 contain formulas like =SUM(A$1:A1))
for i in range(1, 11):
total = sheet.range(f'B{i}').value
print(f'Row {i} total: {total}')
# Save and close
wb.save()
wb.close()
app.quit()How To Create Pair Chart Using xlChart+ Add-in?
Flowing these steps to create pair chart:
First, select data in the worksheet.
Click “Pair” item in “Compare Means” menu in xlChart+ add-in, open “Create a Pair Chart” dialog box. Input “C2:C11” in “Grouped Range” textbox.
Click “OK” button.
You can also create other types of pair charts.
How To Create Scatter+Boxplot Chart Using xlChart+ Add-in?
Flowing these steps to create scatter+boxplot chart:
First, select data in the worksheet.
Click “Scatter+Boxplot” item in “Compare Means” menu in xlChart+ add-in, open “Create a Scatter Boxplot Chart” dialog box. Input “B1:B90” in “Grouped Range” textbox.
Click “OK” button.
You can change the colormap by selecting another item in “Select a colormap” dropbox in “Create a Scatter Boxplot Chart” dialog box.
How To Create Scatter+Bar Chart Using xlChart+ Add-in?
Flowing these steps to create scatter+bar chart:
First, select data in the worksheet.
Click “Scatter+Bar” item in “Compare Means” menu in xlChart+ add-in, open “Create a Scatter Bar Chart” dialog box. Input “B1:B90” in “Grouped Range” textbox.
Click “OK” button.
You can change the colormap by selecting another item in “Select a colormap” dropbox in “Create a Scatter Bar Chart” dialog box.
How To Create PP Chart Using xlChart+ Add-in?
Flowing these steps to create PP chart:
First, select data in the worksheet.
Click “PP Plot” item in “QQ PP Chart” menu in xlChart+ add-in, open “Create a PP Chart” dialog box.
Click “OK” button.
How To Create QQ Chart Using xlChart+ Add-in?
Flowing these steps to create QQ chart:
First, select data in the worksheet.
Click “QQ Plot” item in “QQ PP Chart” menu in xlChart+ add-in, open “Create a QQ Chart” dialog box.
Click “OK” button.
How To Create Cloud Rain Chart Using xlChart+ Add-in?
Flowing these steps to create cloud rain chart:
First, select data in the worksheet.
Click “Cloud Rain Chart-Type 1” item in “Cloud Rain Chart” menu in xlChart+ add-in, open “Create a Cloudrain Chart” dialog box. Input “B1:B90” in “Grouped Range” textbox.
Click “OK” button.
You can change the type by selecting another item in “Type” dropbox in “Create a Cloudrain Chart” dialog box.
How To Create Violin Chart Using xlChart+ Add-in?
Flowing these steps to create violin chart:
First, select data in the worksheet.
Click “Violin Chart-Type 1” item in “Boxplot Chart” menu in xlChart+ add-in, open “Create a Violin Chart” dialog box. Input “B1:B90” in “Grouped Range” textbox.
Click “OK” button.
Select “Type 2” in “Type” dropbox in “Create a Boxplot” dialog box, click “ok” button.
How To Create Boxplot Chart Using xlChart+ Add-in?
Flowing these steps to create boxplot chart:
First, select data in the worksheet.
Click “Boxplot Chart-1 Color” item in “Boxplot Chart” menu in xlChart+ add-in, open “Create a Boxplot” dialog box. Input “B1:B90” in “Grouped Range” textbox.
Click “OK” button.
You can change the colormap by selecting another item in “Select a colormap” dropbox in “Create a Boxplot” dialog box.
How To Create Triangular Square Heatmap Chart Using xlChart+ Add-in?
Flowing these steps to create triangular square heatmap chart:
First, select data in the worksheet.
Click “Triangular Square Heatmap Chart” item in “Heatmap Chart” menu in xlChart+ add-in, open “Create a Heatmap Chart” dialog box.
Click “OK” button.
You can change the colormap by selecting another item in “Select a colormap” dropbox in “Create a Heatmap Chart” dialog box.