fig.width and fig.height in R Markdown flex_dashboard

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I'm having trouble getting fig.width and fig.height to work in R Markdown with flex_dashboard output, if I generate tabs using R code with results="asis".

In the following example, for the "A" page (with tabs entered manually), fig.width and fig.height work as I would expect. But on the "B" page (with the tabs generated using R code and results="asis"), fig.width and fig.height don't work as I would expect.

---
title: "Report"
output: 
  flexdashboard::flex_dashboard:
    vertical_layout: scroll
---

```{r, include=FALSE}
library(ggplot2)
library(flexdashboard)

d <- data.frame(x = rep(c("g1", "g2"), each = 50),
                y = rnorm(100))
```

# A

## A tabs {.tabset}

### g1
```{r, echo=FALSE, fig.width = 4, fig.height = 12}
qplot(y, data = d[d$x == "g1", ])
```

### g2
```{r, echo=FALSE, fig.width = 4, fig.height = 12}
qplot(y, data = d[d$x == "g2", ])
```

# B

## B tabs {.tabset}

```{r, echo=FALSE, fig.width = 4, fig.height = 12, results = "asis"}
for (g in c("g1", "g2")) {
  cat(paste0("\n\n### ", g, "\n"))
  print(qplot(y, data = d[d$x == g, ]))
}
```

The screenshot below is from the "A" page. Because of the fig.height=12, the image is tall and the window can be scrolled vertically, which is what I want.

A

The screenshot below is from the "B" page. Here the image is proportionally tall, but it doesn't occupy the full height of the browser window, which is not what I want.

B

I want to generate tabs using R code and results="asis" (as on the B page), but I want fig.height to make the image large (as on the A page). How can I do this?

I'm using rmarkdown version 2.14, flexdashboard version 0.5.2, and ggplot2 version3.3.6, in R version 4.2.1.

Thanks.

r-markdown r
1 Answers

You can write a function create_tab that will create the code for each tab given a plot object qp, fig.height, fig.width and a tab name. And then in the for loop, you can pass the plot object in the create_tab function.

---
title: "Report"
output: 
  flexdashboard::flex_dashboard:
    vertical_layout: scroll
---

```{r, include=FALSE}
library(ggplot2)
library(flexdashboard)

d <- data.frame(x = rep(c("g1", "g2"), each = 50),
                y = rnorm(100))

create_tab <- function(g, fig_height=4, fig_width=12, tab_name) {
  g_deparsed <- paste0(deparse(
    function() {g}
  ), collapse = '')
  
  tab_chunk <- paste0(
    "\n\n### ", tab_name, "\n", 
    "```{r tab_chunk_", tab_name, 
    ", fig.height=", fig_height, ", fig.width=", fig_width, ", echo=FALSE}",
    "\n(", 
    g_deparsed
    , ")()",
    "\n```"
    )
  
  cat(knitr::knit(text = knitr::knit_expand(text = tab_chunk), quiet = TRUE))
}

```

# A

## A tabs {.tabset}

### g1
```{r, echo=FALSE, fig.width = 4, fig.height = 12}
qplot(y, data = d[d$x == "g1", ])
```

### g2
```{r, echo=FALSE, fig.width = 4, fig.height = 12}
qplot(y, data = d[d$x == "g2", ])
```

# B

## B tabs {.tabset}

```{r, echo=FALSE, results = "asis"}
for (g in c("g1", "g2")) {
  qp <- qplot(y, data = d[d$x == g, ])
  create_tab(qp, tab_name = g)
}
```

Acknowledgement

I have taken the code for the create_tab function from this blog post and did a very slight modification for creating flexdashborad tabs. Please read that post to understand in detail how the code in that function works.

user_108583210
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