Fetch records from a previously executed query as an Arrow object

Fetch the result set and return it as an Arrow object. Use dbFetchArrowChunk() to fetch results in chunks.

Methods in other packages

This documentation page describes the generics. Refer to the documentation pages linked below for the documentation for the methods that are implemented in various backend packages.

• adbi::dbFetchArrow("AdbiResultArrow")

Usage

dbFetchArrow(res, ...)

Arguments

res

An object inheriting from DBI::DBIResultArrow, created by dbSendQueryArrow().

...

Other arguments passed on to methods.

Value

dbFetchArrow() always returns an object coercible to a data.frame with as many rows as records were fetched and as many columns as fields in the result set, even if the result is a single value or has one or zero rows.

The data retrieval flow for Arrow streams

This section gives a complete overview over the flow for the execution of queries that return tabular data as an Arrow stream.

Most of this flow, except repeated calling of dbBindArrow() or dbBind(), is implemented by dbGetQueryArrow(), which should be sufficient unless you have a parameterized query that you want to reuse. This flow requires an active connection established by dbConnect(). See also vignette("dbi-advanced") for a walkthrough.

1. Use dbSendQueryArrow() to create a result set object of class DBIResultArrow.

2. Optionally, bind query parameters with dbBindArrow() or dbBind(). This is required only if the query contains placeholders such as ? or $1, depending on the database backend.

3. Use dbFetchArrow() to get a data stream.

4. Repeat the last two steps as necessary.

5. Use dbClearResult() to clean up the result set object. This step is mandatory even if no rows have been fetched or if an error has occurred during the processing. It is good practice to use on.exit() or withr::defer() to ensure that this step is always executed.

Failure modes

An attempt to fetch from a closed result set raises an error.

Specification

Fetching multi-row queries with one or more columns by default returns the entire result. The object returned by dbFetchArrow() can also be passed to nanoarrow::as_nanoarrow_array_stream() to create a nanoarrow array stream object that can be used to read the result set in batches. The chunk size is implementation-specific.

See also

Close the result set with dbClearResult() as soon as you finish retrieving the records you want.

Other DBIResultArrow generics: DBIResultArrow-class, dbBind(), dbClearResult(), dbFetchArrowChunk(), dbHasCompleted(), dbIsValid()

Other data retrieval generics: dbBind(), dbClearResult(), dbFetch(), dbFetchArrowChunk(), dbGetQuery(), dbGetQueryArrow(), dbHasCompleted(), dbSendQuery(), dbSendQueryArrow()

Examples

con <- dbConnect(RSQLite::SQLite(), ":memory:")

dbWriteTable(con, "mtcars", mtcars)

# Fetch all results
rs <- dbSendQueryArrow(con, "SELECT * FROM mtcars WHERE cyl = 4")
as.data.frame(dbFetchArrow(rs))
#>     mpg cyl  disp  hp drat    wt  qsec vs am gear carb
#> 1  22.8   4 108.0  93 3.85 2.320 18.61  1  1    4    1
#> 2  24.4   4 146.7  62 3.69 3.190 20.00  1  0    4    2
#> 3  22.8   4 140.8  95 3.92 3.150 22.90  1  0    4    2
#> 4  32.4   4  78.7  66 4.08 2.200 19.47  1  1    4    1
#> 5  30.4   4  75.7  52 4.93 1.615 18.52  1  1    4    2
#> 6  33.9   4  71.1  65 4.22 1.835 19.90  1  1    4    1
#> 7  21.5   4 120.1  97 3.70 2.465 20.01  1  0    3    1
#> 8  27.3   4  79.0  66 4.08 1.935 18.90  1  1    4    1
#> 9  26.0   4 120.3  91 4.43 2.140 16.70  0  1    5    2
#> 10 30.4   4  95.1 113 3.77 1.513 16.90  1  1    5    2
#> 11 21.4   4 121.0 109 4.11 2.780 18.60  1  1    4    2
dbClearResult(rs)

dbDisconnect(con)