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Working with Memory and Performance

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Constant Memory Mode

By default libxlsxwriter holds all cell data in memory. This is to allow non-sequential data storage and also to allow future features where formatting is applied separately from the data.

The effect of this is that for large files libxlsxwriter can consume a lot of memory.

Fortunately, this memory usage can be reduced almost completely by using workbook_new_opt() and the lxw_workbook_options constant_memory property:

#include "xlsxwriter.h"
int main() {
lxw_row_t row;
lxw_col_t col;
lxw_row_t max_row = 1000;
lxw_col_t max_col = 50;
/* Set the worksheet options. */
.tmpdir = NULL};
/* Create a new workbook with options. */
lxw_workbook *workbook = workbook_new_opt("constant_memory.xlsx", &options);
lxw_worksheet *worksheet = workbook_add_worksheet(workbook, NULL);
for (row = 0; row < max_row; row++) {
for (col = 0; col < max_col; col++) {
worksheet_write_number(worksheet, row, col, 123.45, NULL);
return workbook_close(workbook);

This optimization works by flushing each row after a subsequent row is written. In this way the largest amount of data held in memory for a worksheet is the amount of data required to hold a single row of data.

If required, this memory usage can be reduced even more by setting LXW_COL_MAX in worksheet.c from 16384 down to a value that matches the maximum column that is likely to be encountered.

The trade-off when using constant_memory mode is that data must be added sequentially in row order and you won't be able to take advantage of any functions that manipulate cell data after it is written. One such feature is worksheet_set_row() which in constant_memory mode can only be used when writing data to the current row. Another is worksheet_merge_range() which can only be applied to a merged range in the current row.

Row Column Order

Since each new row flushes the previous row, data must be written in sequential row order when constant_memory mode is on:

lxw_workbook *workbook = workbook_new_opt("constant_memory.xlsx", &options);
// !! Don't use "column x row" order in 'constant_memory' mode. Only
// the first column of data will be written.
for (col = 0; col < max_col; col++) {
for (row = 0; row < max_row; row++) {
worksheet_write_number(worksheet, row, col, 123.45, NULL);
-*- mode: }

Inline strings

Another optimization that is used to reduce memory usage in constant_memory mode is that cell strings aren't stored in an Excel structure call "shared strings" and instead are written "in-line". This is a documented Excel feature that is supported by most spreadsheet applications. One known exception is Apple Numbers for Mac where the string data isn't displayed.


Currently the library isn't highly optimized. Also, the library is currently single threaded.

Next: Example Programs