---
title: "Simple Examples"
output: 
  rmarkdown::html_vignette:
    toc: true
    toc_depth: 4
vignette: >
  %\VignetteIndexEntry{Simple Examples}
  %\VignetteEngine{knitr::rmarkdown}
  %\VignetteEncoding{UTF-8}
editor_options:
  markdown:
    wrap: 72
---

```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.width = 7,
  fig.height = 4
)
```


## Introduction

This document provides simple examples to illustrate the use of `gridify` to add headers, footers
and more to both figures and tables. 

We will cover the use of `simple_layout()`, `complex_layout()`, `pharma_layout_base()`, `pharma_layout_A4()` and 
`pharma_layout_letter()`, and show how to add these layouts to `ggplot2` figures, base R figures, `flextables`, and `gt` tables.

`gridify` does not support `rtables` directly, but we will demonstrate how users can implement `gridify` with `rtables` 
by converting them to `flextables`.

## Examples with Figures

We can use `gridify` with both `ggplot2` figures and base R figures.

### Examples with `ggplot2` Figures 

#### Precedence of Operators

When using the `ggplot2` package in conjunction with pipes (`%>%` or native `|>`), it's important to understand the 
precedence of operators to ensure your code works as expected.

In R, the pipe operator (`%>%` or `|>`) has a higher precedence than the addition operator (`+`) used by `ggplot2`. 
This means that the `%>%` or `|>` operator will be evaluated before the `+` operator.

Because of this, if you're piping into a `ggplot2` call, you need to wrap it in brackets `()` or `{}`. 
This ensures that the entire `ggplot2` call is evaluated first, before the result is passed to the next function in 
the pipe.

Here's an example:

```{r}
# Load the necessary libraries
library(ggplot2)
# (to use |> version 4.1.0 of R is required, for lower versions we recommend %>% from magrittr)
library(magrittr)

# Create a scatter plot
mtcars %>%
  {
    ggplot2::ggplot(., aes(x = mpg, y = wt)) +
      ggplot2::geom_point()
  } %>%
  print()
```

#### Simple Layout Example

Here we create a line plot of `mpg` against `wt` using the `mtcars` dataset. 

```{r}
library(gridify)
fig_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()
```

We then use the `gridify()` function to apply `simple_layout()`. 

```{r}
g <- gridify(fig_obj, layout = simple_layout())
```

Next, we use the `set_cell()` function to add a title and footer to our figure before printing it.

```{r}
g <- g %>%
  set_cell("title", "Title") %>%
  set_cell("footer", "Footer")

print(g)
```

#### Complex Layout Example

Here we create a line plot of `mpg` against `wt` using the `mtcars` dataset. 

```{r}
fig_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()
```

We then use `gridify()` to apply `complex_layout()`.

```{r}
g <- gridify(fig_obj, layout = complex_layout()) %>%
  set_cell("header_left", "Left Header") %>%
  set_cell("header_middle", "Middle Header") %>%
  set_cell("header_right", "Right Header") %>%
  set_cell("title", "Title") %>%
  set_cell("subtitle", "Subtitle") %>%
  set_cell("note", "Note") %>%
  set_cell("footer_left", "Left Footer") %>%
  set_cell("footer_middle", "Middle Footer") %>%
  set_cell("footer_right", "Right Footer")

print(g)
```

#### Pharma Layout Examples

Pharma layout base, letter, and A4 are specific layouts for pharmaceutical outputs provided by the `gridify` package. 
They have identical predefined cells for headers, footers, titles, subtitles, notes, watermarks, and references. Some of these cells are set 
by default but can be overwritten.

##### Pharma Layout Base Example

Here we create a line plot of `mpg` against `wt` using the `mtcars` dataset. We then use the `gridify()` 
function to apply `pharma_layout_base()`.

```{r, fig.width = 7, fig.height = 5.5}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

g <- gridify(object = figure_obj, layout = pharma_layout_base()) %>%
  set_cell("header_left_1", "Left Header 1") %>%
  set_cell("header_left_2", "Left Header 2") %>%
  set_cell("header_left_3", "Left Header 3") %>%
  set_cell("header_right_1", "Right Header 1") %>%
  set_cell("header_right_2", "Right Header 2") %>%
  set_cell("header_right_3", "Right Header 3") %>%
  set_cell("output_num", "Output") %>%
  set_cell("title_1", "Title 1") %>%
  set_cell("title_2", "Title 2") %>%
  set_cell("title_3", "Title 3") %>%
  set_cell("by_line", "By Line") %>%
  set_cell("note", "Note") %>%
  set_cell("references", "References") %>%
  set_cell("footer_left", "Left Footer") %>%
  set_cell("footer_right", "Right Footer") %>%
  set_cell("watermark", "Watermark")

print(g)
```

##### Pharma Layout Letter Example

Here we apply `pharma_layout_letter()` with just the main cells filled in.

```{r, fig.width = 7, fig.height = 5}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

g <- gridify(object = figure_obj, layout = pharma_layout_letter()) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Figure> xx.xx.xx") %>%
  set_cell("title_1", "<Title 1>") %>%
  set_cell("title_2", "<Title 2>") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn") %>%
  set_cell("watermark", "Draft")

print(g)
```

##### Pharma Layout A4 Example

Here we apply `pharma_layout_A4()` to the prior example. Note the difference in the margin on the right for the A4 sized output.

```{r, fig.width = 7, fig.height = 5}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

g <- gridify(object = figure_obj, layout = pharma_layout_A4()) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Figure> xx.xx.xx") %>%
  set_cell("title_1", "<Title 1>") %>%
  set_cell("title_2", "<Title 2>") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn") %>%
  set_cell("watermark", "Draft")

print(g)
```


### Example with a Base R Figure

The `gridify` package can also be used with base R figures. To use base R figures with `gridify`, we first convert them 
to a formula using `~`, before passing them to `gridify()`.

In this example, we create a simple base R bar plot and convert it to a formula using `~`.

```{r}
formula_object <- ~ barplot(1:10)
```

Then we pass the formula to `gridify()` and apply `complex_layout()`.

```{r}
g <- gridify(object = formula_object, layout = complex_layout()) %>%
  set_cell("header_left", "Left Header") %>%
  set_cell("header_middle", "Middle Header") %>%
  set_cell("header_right", "Right Header") %>%
  set_cell("title", "Title") %>%
  set_cell("subtitle", "Subtitle") %>%
  set_cell("note", "Note") %>%
  set_cell("footer_left", "Left Footer") %>%
  set_cell("footer_middle", "Middle Footer") %>%
  set_cell("footer_right", "Right Footer")

print(g)
```

## Examples with Tables

We can add text elements using all the previously mentioned layouts to `flextable` and `gt` tables using `gridify`. 
`rtables` objects are not directly supported by `gridify`, but we can use `gridify` with `rtables` by first converting them 
to `flextables`.

### Example with a `flextable` 

Here we create a `flextable` using the `mtcars` dataset.

```{r}
# (to use `gridify` with flextables we require the function `as_grob()` to convert flextables into grob
# objects, which exists in versions >= 0.8.0 of `flextable`)

library(flextable)

ft <- flextable::flextable(head(mtcars[1:10]))
```

Then we pass the table to `gridify()` and apply `pharma_layout_letter()`.

```{r, fig.height = 5.5}
g <- gridify(object = ft, layout = pharma_layout_letter()) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Table> xx.xx.xx") %>%
  set_cell("title_1", "<Title 1>") %>%
  set_cell("title_2", "<Title 2>") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn") %>%
  print(g)
```

### Example with a `gt` Table

Here we create a `gt` table using the `mtcars` dataset.

```{r}
# (to use `gridify` with gt tables we require the function `as_gtable()` to convert gt tables into
# grob objects, which exists in versions >= 0.11.0 of `gt`)

library(gt)

gt_obj <- gt::gt(head(mtcars[1:10]))
```
 
Then we pass the table to `gridify()` and apply `pharma_layout_letter()`.
 
```{r, fig.height = 6}
g <- gridify(object = gt_obj, layout = pharma_layout_letter()) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Table> xx.xx.xx") %>%
  set_cell("title_1", "<Title 1>") %>%
  set_cell("title_2", "<Title 2>") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn")

print(g)
```

### Example with an `rtable` via `flextable` conversion

We will demonstrate how to use `gridify` with `rtables` by converting the `rtable` to a `flextable` and then modifying any
aesthetics.

Here we build a simple `rtable` using the `iris` dataset.

```{r, message = FALSE}
library(rtables)
rtabl <- rtables::basic_table(main_footer = " ") %>%
  rtables::split_cols_by("Species") %>%
  rtables::analyze(
    c("Sepal.Length", "Sepal.Width", "Petal.Length"),
    function(x, ...) {
      rtables::in_rows(
        "Mean (sd)" = c(mean(x), stats::sd(x)),
        "Median" = median(x),
        "Min - Max" = range(x),
        .formats = c("xx.xx (xx.xx)", "xx.xx", "xx.xx - xx.xx")
      )
    }
  ) %>%
  rtables::build_table(iris)
```

Then we convert the `rtable` to a `flextable` using the function `tt_to_flextable()` from the `rtables.officer` package. 
We specify `theme = NULL` to prevent the addition of borders which `tt_to_flextable()` adds by default.

```{r}
library(rtables.officer)

ft <- rtables.officer::tt_to_flextable(rtabl, theme = NULL)
```

Next we adjust some of the aesthetics of the `flextable`.

```{r}
ft <- flextable::font(ft, fontname = "serif", part = "all")
```

Finally we pass the `flextable` to `gridify()` and apply `pharma_layout_A4()`, before printing the table.

```{r, fig.width = 7, fig.height = 5.5}
g <- gridify(ft, layout = pharma_layout_A4()) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "PROJECT") %>%
  set_cell("header_left_3", "STUDY") %>%
  set_cell("header_right_1", "CONFIDENTIAL") %>%
  set_cell("header_right_2", "Draft") %>%
  set_cell("header_right_3", "Data Cut-off: 2000-01-01") %>%
  set_cell("output_num", "<Table> xx.xx.xx") %>%
  set_cell("title_1", "Summary Table for Iris Dataset") %>%
  set_cell("note", "Note") %>%
  set_cell("references", "References") %>%
  set_cell("footer_left", sprintf("Program: My Programme, %s at %s", Sys.Date(), format(Sys.time(), "%H:%M"))) %>%
  set_cell("footer_right", "Page 1 of 1") %>%
  set_cell("watermark", "DRAFT")

print(g)
```

## Using the `show()` Methods

When using `gridify`, we can utilize the `show()` methods to find out information such as the cells available in a `gridify`
object or the specifications of a layout object.

Here we take the earlier example where we applied `simple_layout()` to a line plot.

```{r}
fig_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

g <- gridify(fig_obj, layout = simple_layout())
```

To access the available cells in a `gridify` object, we can use the `show()` method. 

```{r, eval = FALSE}
show(g)
```

Alternatively, you can simply evaluate the object. This will display the cells included in the applied layout, and whether
or not they have been filled by the `gridify` object.

```{r}
g
```

As stated in the console output from the above example, we can use `show_spec(g)` to gain further insight into the specifications of `g`'s layout.

```{r}
show_spec(g)
```

We can do the same with `simple_layout()` (and any other layout) if we want to view its specs.  

```{r}
simple_layout()
```

**Note:** This is effectively the same as calling `show_spec(simple_layout)`.

## Graphical Parameters

Within every layout function, you can set the global graphical parameters for all text elements and default graphical parameters for individual text elements. You can use the `show_spec()` function to see if global and default graphical parameters are set.

You can alter individual graphical parameters using the `set_cell()` function. Setting a value at the individual level 
supersedes the global level.

If not specified in your function calls, the defaults within the `gridify` function are used.

Please read more about Default Graphical Parameters in `vignette("create_custom_layout", package = "gridify")`.

To see all available graphical parameters view 
<a href="https://www.rdocumentation.org/packages/grid/versions/3.6.2/topics/gpar" target="_blank">grid::gpar documentation</a>.

### Global and Individual Graphical Parameters Example

Here is an example where we set global graphical parameters to a complex layout. We set the font colour
to `"navy"`, and font size to `12`.

```{r}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

g <- gridify(object = figure_obj, layout = complex_layout(global_gpar = grid::gpar(col = "navy", fontsize = 12))) %>%
  set_cell("header_left", "Left Header") %>%
  set_cell("header_middle", "Middle Header") %>%
  set_cell("title", "Title") %>%
  set_cell("subtitle", "Subtitle") %>%
  set_cell("note", "Note") %>%
  set_cell("footer_left", "Left Footer") %>%
  set_cell("footer_middle", "Middle Footer") %>%
  set_cell("footer_right", "Right Footer")
```

Now we set individual graphical parameters for the `right_header`. We set the font colour to `"purple"` and the font 
size to `20`.

```{r}
g <- g %>%
  set_cell("header_right", "Right Header", gpar = grid::gpar(col = "purple", fontsize = 20))

print(g)
```


## Background Colour Example

Here is an example of how to set the background colour using the `background` argument in `simple_layout()`. By default, it uses `grid::get.gpar()$fill` (white background). In this example, we set the background colour to `"beige"`.

The `background` argument works across all built-in layout functions, including `simple_layout()`, `complex_layout()`, `pharma_layout_base()`, `pharma_layout_A4()`, and `pharma_layout_letter()`. It can also be applied in any custom layouts you create (`vignette("create_custom_layout", package = "gridify")`).

**Note:** When using `ggplot2`, you may also need to set the plot's background colour to match the layout's background.

```{r}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::theme(
    plot.background = ggplot2::element_rect(fill = "beige", colour = NA),  # Entire plot background
    panel.background = ggplot2::element_rect(fill = "beige", colour = NA),     # Panel (where data is plotted)
    panel.border = ggplot2::element_rect(colour = "black", fill = NA)
  ) +
  ggplot2::geom_line()

g <- gridify(figure_obj, layout = simple_layout(background = "beige")) %>%
  set_cell("title", "Title") %>%
  set_cell("footer", "Footer")

print(g)
```

## `set_cell()` Arguments

As well as adjusting the individual graphical parameters as shown above, we can also use `set_cell()` to customise
various features such as maximum characters per line, position, and rotation for text elements.

### Maximum Characters

We can specify the maximum number of characters per line using the argument `mch`. This is 
useful for wrapping long strings across multiple lines.

Here is an example of a figure with `simple_layout()` applied. We set the footer to a long string, and then set the 
maximum number of characters per line to `45` using the `mch` argument.

```{r}
figure_obj <- ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
  ggplot2::geom_line()

long_footer_string <- paste0(
  "This is a footer. We can have a long description here.",
  "We can have another long description here.",
  "We can have another long description here."
)

g <- gridify(figure_obj, layout = simple_layout()) %>%
  set_cell("title", "Title") %>%
  set_cell("footer", long_footer_string, mch = 45)

print(g)
```

### Position and Rotation

We can also use `set_cell()` to adjust position and rotation of text elements:

- `x` and `y` define the x and y coordinates of the text element. For example `x = 0` places the element at the 
far left and `x = 1` at the far right.

- `hjust` and `vjust` control how the text element is anchored relative to the `x` or `y` point. For instance:
  - `hjust = 0` aligns the left edge of the element to `x`.
  - `hjust = 0.5` centers the element at `x`.
  - `hjust = 1` aligns the right edge of the element to `x`.
  
- `vjust` works in a similar way with `y`.
  - `vjust = 0` aligns the bottom edge of the element to `y`.
  - `vjust = 0.5` centers the element at `y`.
  - `vjust = 1` aligns the top edge of the element to `y`.

- `rot` sets the rotation angle of the text element in degrees, applied anticlockwise from the x-axis.

`x`, `y`, `hjust`, and `vjust` all take values between `0` and `1`.

We now take the previous example and apply `x = 0`, `hjust = 0`, and `rot = 5` to the footer. This aligns the left edge of
the footer to the left corner of the cell, with a rotation of 5 degrees.

```{r}
g <- gridify(figure_obj, layout = simple_layout()) %>%
  set_cell("title", "Title") %>%
  set_cell("footer", long_footer_string, mch = 45, x = 0, hjust = 0, rot = 5)

print(g)
```

## Altering Scales and Adjusting Dimensions

When using the `simple_layout()` and `complex_layout()` functions, there is an optional `scales` argument which can
be either `"fixed"` (default) or `"free"`. 

The `"fixed"` scale ensures that cells for text elements (titles, footers, etc.) retain a static height, with the figure / table 
taking up the remaining space. This prevents text overlap while maintaining a structured layout, but may result
in different height proportions between the text elements and the output. The `"free"` scale sets 
the heights of the cells to be proportional to the size of the output. 

Here is an example of a figure with `complex_layout()` and the default `scales = "fixed"` applied. 
```{r}
fixed_scales_g <- gridify(
  object = ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
    ggplot2::geom_line(),
  layout = complex_layout()
) %>%
  set_cell("header_right", "Right Header") %>%
  set_cell("title", "Title", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("subtitle", "Subtitle", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("note", "Note", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("footer_left", "Left Footer", hjust = 1, vjust = 0.5, gpar = grid::gpar(fontsize = 10)) %>%
  set_cell("footer_middle", "Middle Footer", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("footer_right", "Right Footer", hjust = 0, vjust = 0.5, gpar = grid::gpar(fontsize = 10))

print(fixed_scales_g)
```

When we apply `scales = "free"` text elements scale dynamically, which may cause overlap if the output space is small.

```{r}
free_scales_g <- gridify(
  object = ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
    ggplot2::geom_line(),
  layout = complex_layout(scales = "free")
) %>%
  set_cell("header_right", "Right Header") %>%
  set_cell("title", "Title", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("subtitle", "Subtitle", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("note", "Note", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("footer_left", "Left Footer", hjust = 1, vjust = 0.5, gpar = grid::gpar(fontsize = 10)) %>%
  set_cell("footer_middle", "Middle Footer", gpar = grid::gpar(fontsize = 30)) %>%
  set_cell("footer_right", "Right Footer", hjust = 0, vjust = 0.5, gpar = grid::gpar(fontsize = 10))

print(free_scales_g)
```

When working with `.Rmd` or `.Qmd` files, we can also remove the text overlap when `scales = "free"` by adjusting the `knitr` options `fig.width` and `fig.height` to expand the output.

```{r, fig.width = 10, fig.height = 8}
print(free_scales_g)
```

When exporting to `.pdf`, `.png` or `.jpeg` we can remove text overlap by adjusting `width` and `height` whilst using the 
`export_to()` function. This will be explained in more detail in the section [Exporting to PDF, PNG, TIFF, and JPEG](#exporting-section) below.

### Adjusting the Height of Rows using Global Options

`gridify` provides two global options (`gridify.adjust_height.default` and `gridify.adjust_height.line`) for adjusting 
row heights in layouts, based on measurement height units and when `adjust_height` (a layout argument) equals `TRUE`. 

It is not recommended to set these options unless truly needed, as it may lead to inconsistencies between projects.

#### How These Options Work

By default:

- For non-line units (`"cm"`, `"inches"`, `"mm"`), row heights are adjusted by `0.25`.
- For line-based units (`"lines"`), row heights are adjusted by `0.10`.

These values can be increased to create more spacing between text elements using the following global options:

- `gridify.adjust_height.default` – applies when row heights are in `"cm"`, `"inches"`, or `"mm"`.
- `gridify.adjust_height.line` – applies when row heights are in `"lines"`.

Please note that these options will **not** affect any row with a unit of `"npc"`, as then the row height is not 
defined by a measurement but a percentage of available height. These options will work only with height units 
`"cm"`, `"inch"`, `"mm"`, or `"lines"` and when the `adjust_height ` argument equals `TRUE`. 

For `simple_layout()` and `complex_layout()`:

- When `scales = "free"`, the height unit is `"npc"` (not supported by either adjustment option).
- When `scales = "fixed"` (the default), the height unit is `"lines"`, making only `gridify.adjust_height.line` applicable.
- `adjust_height` is always set to `TRUE` within the function code.

For `pharma_layout_base()`, `pharma_layout_letter()` and `pharma_layout_A4()`:

- The height unit is `"lines"`, making only `gridify.adjust_height.line` applicable.
- The `adjust_height` argument is `TRUE` by default, so users do not have to set this argument.

In summary, only `gridify.adjust_height.line` is applicable to predefined layouts, and for `simple_layout()` and 
`complex_layout()`, only when `scales = "fixed"`. 

In contrast, `gridify.adjust_height.default` is not applicable to any predefined 
layout. It can instead be used with custom layouts in a similar way to `gridify.adjust_height.line` - see `vignette("create_custom_layout", package = "gridify")`.

#### Examples using Global Options

**Example with `complex_layout()`**

Here is an example of the use of `gridify.adjust_height.line` with `complex_layout()`. We create a `gridify` object by 
applying `complex_layout()` with `scales = "fixed"` to a line plot and print the object to view it with default adjustments.

```{r}
g <- gridify(
  object = ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
    ggplot2::geom_line(),
  layout = complex_layout()
) %>%
  set_cell("header_left", "Left Header") %>%
  set_cell("header_middle", "Middle Header") %>%
  set_cell("header_right", "Right Header") %>%
  set_cell("title", "Title") %>%
  set_cell("subtitle", "Subtitle") %>%
  set_cell("note", "Note") %>%
  set_cell("footer_left", "Left Footer") %>%
  set_cell("footer_middle", "Middle Footer") %>%
  set_cell("footer_right", "Right Footer")

print(g)
```

Now we set `gridify.adjust_height.line` to `0.7` using the `options()` function. This increases the height of the rows 
and the space between text elements.

```{r}
options(gridify.adjust_height.line = 0.7)

print(g)
```

**Example with `pharma_layout_letter()`**

Here is an example of the use of `gridify.adjust_height.line` with `pharma_layout_letter()`. We set the `gridify.adjust_height.line` 
option back to the default of `0.1`. Then we create a `gridify` object by applying `pharma_layout_letter()` to a line plot.

```{r, fig.width = 7, fig.height = 5}
options(gridify.adjust_height.line = 0.1)

g <- gridify(
  object = ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
    ggplot2::geom_line(),
  layout = pharma_layout_letter()
) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Figure> xx.xx.xx") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn")

print(g)
```

Now we set `gridify.adjust_height.line` to `0.7`. 

```{r, fig.width = 7, fig.height = 5}
options(gridify.adjust_height.line = 0.7)

print(g)
```

## Export to PDF, PNG, TIFF, and JPEG {#exporting-section}

We can export `gridify` objects to PDF, PNG, TIFF, and JPEG files using the `export_to()` function.

Here is an example where we export a `gridify` object to a PDF file.

We take the earlier example where we applied `pharma_layout_letter()` to a line plot.

```{r, eval = FALSE}
gridify_obj <- gridify(
  object = ggplot2::ggplot(data = mtcars, ggplot2::aes(x = mpg, y = wt)) +
    ggplot2::geom_line(),
  layout = pharma_layout_letter()
) %>%
  set_cell("header_left_1", "My Company") %>%
  set_cell("header_left_2", "<PROJECT> / <INDICATION>") %>%
  set_cell("header_left_3", "<STUDY>") %>%
  set_cell("header_right_2", "<Draft or Final>") %>%
  set_cell("output_num", "<Figure> xx.xx.xx") %>%
  set_cell("title_1", "<Title 1>") %>%
  set_cell("title_2", "<Title 2>") %>%
  set_cell("note", "<Note or Footnotes>") %>%
  set_cell("references", "<References:>") %>%
  set_cell("footer_left", "Program: <PROGRAM NAME>, YYYY-MM-DD at HH:MM") %>%
  set_cell("footer_right", "Page xx of nn") %>%
  set_cell("watermark", "Draft")
```

Then we pass the `gridify` object to the `export_to()` function. We specify the desired file type and name using the `to` 
argument.

```{r, eval = FALSE}
export_to(gridify_obj, to = "output.pdf")
```

Instead of just a file name, the `to` argument can also be set to a file path if we want to change the location where the 
file is saved.

```{r, eval = FALSE}
export_to(gridify_obj, to = "~/folder1/output.pdf")
```

To export the object to a PNG file, we specify a file name with the `.png` file extension.

```{r, eval = FALSE}
export_to(gridify_obj, to = "output.png")
```

To export the object to a TIFF file, we specify a file name with the `.tiff` or `.tif` file extension.

```{r, eval = FALSE}
export_to(gridify_obj, to = "output.tiff")
```

Similarly, to export the object to a JPEG file, we specify a file name with the `.jpeg` or `.jpg` file extension. We can also modify characteristics such as `width`
and `height` by passing them into `export_to()` after the `to` argument.

```{r, eval = FALSE}
export_to(gridify_obj, to = "output.jpeg", width = 2400, height = 1800, res = 300)
```

## Conclusion

These examples should give you a good understanding of how to use the `gridify` package to add text
elements to simple figures and tables. Remember, you can customize the layout and text elements to suit your needs. 
Happy gridifying! 

To see how to use `gridify` with more complex examples such as multi-page figures and tables please 
check out `vignette("multi_page_examples", package = "gridify")`.
If you need a custom layout suited for your needs please check out `vignette("create_custom_layout", package = "gridify")`.