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Posted to reviews@spark.apache.org by HyukjinKwon <gi...@git.apache.org> on 2018/11/09 01:08:17 UTC

[GitHub] spark pull request #22954: [SPARK-25981][R] Enables Arrow optimization from ...

Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/22954#discussion_r232115966
  
    --- Diff: R/pkg/R/SQLContext.R ---
    @@ -147,6 +147,55 @@ getDefaultSqlSource <- function() {
       l[["spark.sql.sources.default"]]
     }
     
    +writeToTempFileInArrow <- function(rdf, numPartitions) {
    +  # R API in Arrow is not yet released. CRAN requires to add the package in requireNamespace
    +  # at DESCRIPTION. Later, CRAN checks if the package is available or not. Therefore, it works
    +  # around by avoiding direct requireNamespace.
    +  requireNamespace1 <- requireNamespace
    +  if (requireNamespace1("arrow", quietly = TRUE)) {
    +    record_batch <- get("record_batch", envir = asNamespace("arrow"), inherits = FALSE)
    +    record_batch_stream_writer <- get(
    +      "record_batch_stream_writer", envir = asNamespace("arrow"), inherits = FALSE)
    +    file_output_stream <- get(
    +      "file_output_stream", envir = asNamespace("arrow"), inherits = FALSE)
    +    write_record_batch <- get(
    +      "write_record_batch", envir = asNamespace("arrow"), inherits = FALSE)
    +
    +    # Currently arrow requires withr; otherwise, write APIs don't work.
    +    # Direct 'require' is not recommended by CRAN. Here's a workaround.
    +    require1 <- require
    +    if (require1("withr", quietly = TRUE)) {
    --- End diff --
    
    It's actually a bit odd that I need to manually require this package. Otherwise, it complains, for instance, here https://github.com/apache/arrow/blob/d3ec69069649013229366ebe01e22f389597dc19/r/R/on_exit.R#L20


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