dataframes chapter update a table with commands (#1437)

* update changed command

* update numd tags

* update code style

* update lyrics

* update examplse

* update examples

* update lyrics

* make example executable

* update polars timings with applied allocator

* update test

* update commands

* update lyrics

* update timings and related lyrics

* stop `polars` after benchmarks

* update benchmarks code

* update lyrics

* use `std bench`

* update lyrics

* update results

* remove plugin stop

* format code

* minize `polars store-ls`

* update filter-with examples

* update examples

* update lyrics

* return `plugin stop polars`

* update examples

* update lyrics

* rename variables

* rename variables

* rename

* fix missing command

* update examples

* remove replace ```output-numd fences with ```

as parser doesn't like them

* Revert "remove replace ```output-numd fences with ```"

This reverts commit 0a19419.

* add `polars` prefix to the commands table

* update polars commands to latest versions

* update polars commands table

* fix

* add links to `polars expressions`

* "remove replace ```output-numd fences with ```

This reverts commit 96f356f.

* add comment with the script for updating the `commands` table

* add the script for updating book/dataframes.md

* removed updating script from comments

* fix typo