# Use PRQL with knitr

Loading `{prqlr}` makes the `prql` code chunks executable in R Markdown and Quarto Markdown files.

## Output formats

It can either output the results of the actual query execution or display a SQL query compiled from a PRQL query.

### Use with `{DBI}` connections

If using with database connections (set the name of `{DBI}` connection to the `connection` chunk option), PRQL code chunks pass the output SQL to `{knitr}`’s SQL engine and behaves like SQL code chunks. So, usage is the same as for SQL code chunks.

For example, let’s render an R Markdown file named `test.Rmd` with the following contents with the `knitr::knit()` function.

    ```{r}
    #| echo: false

    library(DBI)
    library(prqlr)
    con <- dbConnect(RSQLite::SQLite(), ":memory:")
    dbWriteTable(con, "mtcars", mtcars)
    ```

    ```{prql}
    #| connection: con

    from mtcars
    filter cyl > 6
    select {cyl, mpg}
    derive {mpg_int = math.round 0 mpg}
    take 3
    ```

After rendering, a Markdown file named `test.md` is generated with the following contents.

    ``` elm
    from mtcars
    filter cyl > 6
    select {cyl, mpg}
    derive {mpg_int = math.round 0 mpg}
    take 3
    ```

    | cyl|  mpg| mpg_int|
    |---:|----:|-------:|
    |   8| 18.7|      19|
    |   8| 14.3|      14|
    |   8| 16.4|      16|

Note that the syntax highlighting of Elm is the best for PRQL, so the output code blocks are marked as `elm`. This can be changed by setting the `lang` chunk option.

### Without database connections

PRQL code chunks without the `connection` option will generate SQL code blocks.

    ```{r}
    #| echo: false

    library(prqlr)
    ```

    ```{prql}
    from mtcars
    filter cyl > 6
    select {cyl, mpg}
    derive {mpg_int = math.round 0 mpg}
    take 3
    ```

The R Markdown file above will be converted to the Markdown file below.

    ``` elm
    from mtcars
    filter cyl > 6
    select {cyl, mpg}
    derive {mpg_int = math.round 0 mpg}
    take 3
    ```

    ```sql
    SELECT
      cyl,
      mpg,
      ROUND(mpg, 0) AS mpg_int
    FROM
      mtcars
    WHERE
      cyl > 6
    LIMIT
      3

    -- Generated by PRQL compiler version:0.13.4 (https://prql-lang.org)
    ```

## Engine options

### Compiler options

We can pass some options of `prql_compile()` via the chunk option `engine-opts` (or `engine.opts`).

Note that the `format` option is always `TRUE` for PRQL code chunks.

    ```{r}
    #| echo: false

    library(prqlr)
    ```

    ## YAML-style

    ```{prql}
    #| engine-opts:
    #|   target: sql.mssql
    #|   signature_comment: false

    from mtcars
    take 3
    ```

    ## R-style

    ```{prql engine.opts=list(target="sql.mssql", signature_comment=FALSE)}
    from mtcars
    take 3
    ```

### Parameterized PRQL code blocks

The experimental engine option `use_glue` can be used to insert R variables into PRQL queries.

Characters enclosed in `{{` and `}}` are replaced by the `glue::glue()` function before being passed to the `prql_compile()` function.

    ```{r}
    #| echo: false

    library(prqlr)

    cyl_min <- 6
    derive_or_select <- "derive"
    ```

    ```{prql}
    #| engine-opts:
    #|   use_glue: true

    from mtcars
    filter cyl > {{cyl_min}}
    select {cyl, mpg}
    {{derive_or_select}} {mpg_int = math.round 0 mpg}
    take 3
    ```

The R Markdown file above will be converted to the Markdown file below.

    ``` elm
    from mtcars
    filter cyl > 6
    select {cyl, mpg}
    derive {mpg_int = math.round 0 mpg}
    take 3
    ```

    ```sql
    SELECT
      cyl,
      mpg,
      ROUND(mpg, 0) AS mpg_int
    FROM
      mtcars
    WHERE
      cyl > 6
    LIMIT
      3

    -- Generated by PRQL compiler version:0.13.4 (https://prql-lang.org)
    ```

#### Use query strings in R code blocks

With the experimental `use_glue` option, the query string can even be defined completely in R side.

    ```{r}
    #| echo: false

    library(prqlr)

    prql_query <- "from mtcars
    select cyl"
    ```

    ```{prql}
    #| engine-opts:
    #|   use_glue: true

    {{prql_query}}
    ```

This example outputs the following.

    ``` elm
    from mtcars
    select cyl
    ```

    ```sql
    SELECT
      cyl
    FROM
      mtcars

    -- Generated by PRQL compiler version:0.13.4 (https://prql-lang.org)
    ```

### Set special info string to output SQL code blocks

When making SQL code blocks output without a DB connection, the `info_string` option can be used to control the info string of the output code block. This is convenient when we want to add special attributes that are used in Quarto Markdown files. The default value is `"sql"`.

For example, the following R Markdown file includes a PRQL code block with the `info_string` option will be converted to…

    ```{r}
    #| echo: false

    library(prqlr)
    ```

    ```{prql}
    #| engine-opts:
    #|   info_string: '{.sql filename="SQL"}'
    from mtcars
    take 3
    ```

This Markdown file.

    ``` elm
    from mtcars
    take 3
    ```

    ```{.sql filename="SQL"}
    SELECT
      *
    FROM
      mtcars
    LIMIT
      3

    -- Generated by PRQL compiler version:0.13.4 (https://prql-lang.org)
    ```