Export a lazy dbplyr table to Parquet — lazy_tbl_to

Renders a lazy dbplyr query to SQL and streams the result to a Parquet file using the package's internal SQL-to-Parquet writer. This avoids collecting the full result into memory before writing.

Usage

lazy_tbl_to_pq(
  tbl,
  out_file,
  chunk_size = 100000L,
  metadata = NULL,
  col_types = NULL
)

Arguments

tbl: A lazy table backed by dbplyr, such as the result of dplyr::tbl() or a pipeline of dplyr verbs on a remote table.
out_file: Full path to the output Parquet file.
chunk_size: Number of rows fetched and written per chunk. Default is 100000.
metadata: Optional named list of schema metadata to embed in the Parquet file.
col_types: Optional named list specifying Arrow type overrides. Values may be string type names (for example "int32" or "date") or Arrow DataType objects.

Value

Invisibly returns out_file.

Examples

if (FALSE) { # \dontrun{
con <- DBI::dbConnect(RPostgres::Postgres())
qry <- dplyr::tbl(con, DBI::Id(schema = "crsp", table = "dsi")) |>
  dplyr::filter(date >= as.Date("2020-01-01"))

lazy_tbl_to_pq(qry, "~/pq_data/crsp/dsi_recent.parquet")
} # }