R/dplyr-funcs-math.R

In arrow: Integration to 'Apache' 'Arrow'

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# to you under the Apache License, Version 2.0 (the
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#
#   http://www.apache.org/licenses/LICENSE-2.0
#
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register_bindings_math <- function() {
  log_binding <- function(x, base = exp(1)) {
    # like other binary functions, either `x` or `base` can be Expression or double(1)
    if (is.numeric(x) && length(x) == 1) {
      x <- Expression$scalar(x)
    } else if (!inherits(x, "Expression")) {
      arrow_not_supported("x must be a column or a length-1 numeric; other values")
    }

    # handle `base` differently because we use the simpler ln, log2, and log10
    # functions for specific scalar base values
    if (inherits(base, "Expression")) {
      return(Expression$create("logb_checked", x, base))
    }

    if (!is.numeric(base) || length(base) != 1) {
      arrow_not_supported("base must be a column or a length-1 numeric; other values")
    }

    if (base == exp(1)) {
      return(Expression$create("ln_checked", x))
    }

    if (base == 2) {
      return(Expression$create("log2_checked", x))
    }

    if (base == 10) {
      return(Expression$create("log10_checked", x))
    }

    Expression$create("logb_checked", x, Expression$scalar(base))
  }

  register_binding("base::log", log_binding)
  register_binding("base::logb", log_binding)

  register_binding("base::pmin", function(..., na.rm = FALSE) {
    Expression$create(
      "min_element_wise",
      args = cast_scalars_to_common_type(list(...)),
      options = list(skip_nulls = na.rm)
    )
  })

  register_binding("base::pmax", function(..., na.rm = FALSE) {
    Expression$create(
      "max_element_wise",
      args = cast_scalars_to_common_type(list(...)),
      options = list(skip_nulls = na.rm)
    )
  })

  register_binding("base::trunc", function(x, ...) {
    # accepts and ignores ... for consistency with base::trunc()
    Expression$create("trunc", x)
  })

  register_binding("base::round", function(x, digits = 0) {
    opts <- list(
      ndigits = digits,
      round_mode = RoundMode$HALF_TO_EVEN
    )
    Expression$create("round", x, options = opts)
  })

  register_binding("base::sqrt", function(x) {
    Expression$create("sqrt_checked", x)
  })

  register_binding("base::exp", function(x) {
    Expression$create("power_checked", exp(1), x)
  })
}