# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. test_that("Addition", { a <- Array$create(c(1:4, NA_integer_)) expect_type_equal(a, int32()) expect_type_equal(a + 4L, int32()) expect_type_equal(a + 4, float64()) expect_equal(a + 4L, Array$create(c(5:8, NA_integer_))) expect_identical(as.vector(a + 4L), c(5:8, NA_integer_)) expect_equal(a + 4L, Array$create(c(5:8, NA_integer_))) expect_as_vector(a + 4L, c(5:8, NA_integer_)) expect_equal(a + NA_integer_, Array$create(rep(NA_integer_, 5))) a8 <- a$cast(int8()) expect_type_equal(a8 + Scalar$create(1, int8()), int8()) # int8 will be promoted to int32 when added to int32 expect_type_equal(a8 + 127L, int32()) expect_equal(a8 + 127L, Array$create(c(128:131, NA_integer_))) b <- Array$create(c(4:1, NA_integer_)) expect_type_equal(a8 + b, int32()) expect_equal(a8 + b, Array$create(c(5L, 5L, 5L, 5L, NA_integer_))) expect_type_equal(a + 4.1, float64()) expect_equal(a + 4.1, Array$create(c(5.1, 6.1, 7.1, 8.1, NA_real_))) }) test_that("Subtraction", { a <- Array$create(c(1:4, NA_integer_)) expect_equal(a - 3L, Array$create(c(-2:1, NA_integer_))) expect_equal( Array$create(c(5.1, 6.1, 7.1, 8.1, NA_real_)) - a, Array$create(c(4.1, 4.1, 4.1, 4.1, NA_real_)) ) }) test_that("Multiplication", { a <- Array$create(c(1:4, NA_integer_)) expect_equal(a * 2L, Array$create(c(1:4 * 2L, NA_integer_))) expect_equal( (a * 0.5) * 3L, Array$create(c(1.5, 3, 4.5, 6, NA_real_)) ) }) test_that("Division", { a <- Array$create(c(1:4, NA_integer_)) expect_equal(a / 2, Array$create(c(1:4 / 2, NA_real_))) expect_equal(a %/% 0, Array$create(c(Inf, Inf, Inf, Inf, NA_real_))) expect_equal(a %/% 2, Array$create(c(0, 1, 1, 2, NA_real_))) expect_equal(a %/% 2L, Array$create(c(0L, 1L, 1L, 2L, NA_integer_))) expect_equal(a %/% 0L, Array$create(rep(NA_integer_, 5))) expect_equal(a / 2 / 2, Array$create(c(1:4 / 2 / 2, NA_real_))) expect_equal(a %/% 2L %/% 2L, Array$create(c(0L, 0L, 0L, 1L, NA_integer_))) expect_equal(a / 0, Array$create(c(Inf, Inf, Inf, Inf, NA_real_))) # TODO add tests for integer division %/% by 0 # see https://issues.apache.org/jira/browse/ARROW-14297 b <- a$cast(float64()) expect_equal(b / 2, Array$create(c(1:4 / 2, NA_real_))) expect_equal(b %/% 0, Array$create(c(Inf, Inf, Inf, Inf, NA_real_))) expect_equal(b %/% 0L, Array$create(c(Inf, Inf, Inf, Inf, NA_real_))) expect_equal(b %/% 2, Array$create(c(0, 1, 1, 2, NA_real_))) expect_equal(b %/% 2L, Array$create(c(0, 1, 1, 2, NA_real_))) expect_equal(b / 0, Array$create(c(Inf, Inf, Inf, Inf, NA_real_))) # TODO add tests for integer division %/% by 0 # see https://issues.apache.org/jira/browse/ARROW-14297 # the behavior of %/% matches R's (i.e. the integer of the quotient, not # simply dividing two integers) expect_equal(b / 2.2, Array$create(c(1:4 / 2.2, NA_real_))) # nolint start # c(1:4) %/% 2.2 != c(1:4) %/% as.integer(2.2) # c(1:4) %/% 2.2 == c(0L, 0L, 1L, 1L) # c(1:4) %/% as.integer(2.2) == c(0L, 1L, 1L, 2L) # nolint end expect_equal(b %/% 2.2, Array$create(c(0, 0, 1, 1, NA_integer_))) expect_equal(a %% 2, Array$create(c(1L, 0L, 1L, 0L, NA_integer_))) expect_equal(b %% 2, Array$create(c(1:4 %% 2, NA_real_))) }) test_that("Power", { a <- Array$create(c(1:4, NA_integer_)) b <- a$cast(float64()) c <- a$cast(int64()) d <- a$cast(uint64()) expect_equal(a^0, Array$create(c(1, 1, 1, 1, NA_real_))) expect_equal(a^2, Array$create(c(1, 4, 9, 16, NA_real_))) expect_equal(a^(-1), Array$create(c(1, 1 / 2, 1 / 3, 1 / 4, NA_real_))) expect_equal(a^(0.5), Array$create(c(1, sqrt(2), sqrt(3), sqrt(4), NA_real_))) expect_equal(b^0, Array$create(c(1, 1, 1, 1, NA_real_))) expect_equal(b^2, Array$create(c(1, 4, 9, 16, NA_real_))) expect_equal(b^(-1), Array$create(c(1, 1 / 2, 1 / 3, 1 / 4, NA_real_))) expect_equal(b^(0.5), Array$create(c(1, sqrt(2), sqrt(3), sqrt(4), NA_real_))) expect_equal(c^0, Array$create(c(1, 1, 1, 1, NA_real_))) expect_equal(c^2, Array$create(c(1, 4, 9, 16, NA_real_))) expect_equal(c^(-1), Array$create(c(1, 1 / 2, 1 / 3, 1 / 4, NA_real_))) expect_equal(c^(0.5), Array$create(c(1, sqrt(2), sqrt(3), sqrt(4), NA_real_))) expect_equal(d^0, Array$create(c(1, 1, 1, 1, NA_real_))) expect_equal(d^2, Array$create(c(1, 4, 9, 16, NA_real_))) expect_equal(d^(-1), Array$create(c(1, 1 / 2, 1 / 3, 1 / 4, NA_real_))) expect_equal(d^(0.5), Array$create(c(1, sqrt(2), sqrt(3), sqrt(4), NA_real_))) }) test_that("Dates casting", { a <- Array$create(c(Sys.Date() + 1:4, NA_integer_)) skip("ARROW-17043 (date/datetime arithmetic with integers)") # Error: NotImplemented: Function 'add_checked' has no kernel matching input types (timestamp[s], int32) expect_equal(a + 2L, Array$create(c((Sys.Date() + 1:4) + 2), NA_integer_)) }) test_that("Unary Ops group generics work on Array objects", { expect_equal(+Array$create(1L), Array$create(1L)) expect_equal(-Array$create(1L), Array$create(-1L)) expect_equal(!Array$create(c(TRUE, FALSE, NA)), Array$create(c(FALSE, TRUE, NA))) }) test_that("Math group generics work on Array objects", { expect_equal(abs(Array$create(c(-1L, 1L))), Array$create(c(1L, 1L))) expect_equal( sign(Array$create(c(-5L, 2L))), Array$create(c(-1L, 1L))$cast(int8()) ) expect_equal(floor(Array$create(c(1.3, 2.1))), Array$create(c(1, 2))) expect_equal(ceiling(Array$create(c(1.3, 2.1))), Array$create(c(2, 3))) expect_equal(trunc(Array$create(c(1.3, 2.1))), Array$create(c(1, 2))) expect_equal(cos(Array$create(c(0.6, 2.1))), Array$create(cos(c(0.6, 2.1)))) expect_equal(sin(Array$create(c(0.6, 2.1))), Array$create(sin(c(0.6, 2.1)))) expect_equal(tan(Array$create(c(0.6, 2.1))), Array$create(tan(c(0.6, 2.1)))) expect_equal(acos(Array$create(c(0.6, 0.9))), Array$create(acos(c(0.6, 0.9)))) expect_equal(asin(Array$create(c(0.6, 0.9))), Array$create(asin(c(0.6, 0.9)))) expect_equal(atan(Array$create(c(0.6, 0.9))), Array$create(atan(c(0.6, 0.9)))) expect_equal(log(Array$create(c(0.6, 2.1))), Array$create(log(c(0.6, 2.1)))) expect_equal( log(Array$create(c(0.6, 2.1)), base = 2), Array$create(log(c(0.6, 2.1), base = 2)) ) expect_equal(log10(Array$create(c(0.6, 2.1))), Array$create(log10(c(0.6, 2.1)))) expect_equal(log2(Array$create(c(0.6, 2.1))), Array$create(log2(c(0.6, 2.1)))) expect_equal(log1p(Array$create(c(0.6, 2.1, 0))), Array$create(log1p(c(0.6, 2.1, 0)))) expect_equal(round(Array$create(c(0.6, 2.1))), Array$create(c(1, 2))) expect_equal( round(Array$create(c(0.61, 2.15)), digits = 1), Array$create(c(0.6, 2.2)) ) expect_equal(sqrt(Array$create(c(2L, 1L))), Array$create(sqrt(c(2L, 1L)))) # this operation only roundtrips to 10 decimal places expect_equal( round(exp(Array$create(c(2L, 1L))), digits = 10), Array$create(round(exp(c(2L, 1L)), 10)) ) expect_as_vector( cumsum(Array$create(c(2.3, -1.0, 7.9, NA_real_, 1.0))), c(2.3, 1.3, 9.2, NA_real_, NA_real_) ) expect_equal(cumsum(Array$create(-10L)), Array$create(-10L)) expect_equal(cumsum(Array$create(NA_integer_)), Array$create(NA_integer_)) expect_as_vector( cumsum(ChunkedArray$create(c(2L, 7L, 8L), c(-1L, 2L, 17L, NA_integer_, 3L), 18L)), c(2L, 9L, 17L, 16L, 18L, 35L, NA_integer_, NA_integer_, NA_integer_) ) expect_as_vector( cumprod(Array$create(c(2.3, -1.0, 7.9, NA_real_, 1.0))), c(2.3, -2.3, -18.17, NA_real_, NA_real_) ) expect_equal(cumprod(Array$create(-10L)), Array$create(-10L)) expect_equal(cumprod(Array$create(NA_integer_)), Array$create(NA_integer_)) expect_as_vector( cumprod(ChunkedArray$create(c(2L, 7L, 8L), c(-1L, 2L, 17L, NA_integer_, 3L), 18L)), c(2L, 14L, 112L, -112L, -224L, -3808L, NA_integer_, NA_integer_, NA_integer_) ) expect_as_vector( cummax(Array$create(c(2.3, -1.0, 7.9, NA_real_, 1.0))), c(2.3, 2.3, 7.9, NA_real_, NA_real_) ) expect_equal(cummax(Array$create(-10L)), Array$create(-10L)) expect_equal(cummax(Array$create(NA_integer_)), Array$create(NA_integer_)) expect_as_vector( cummax(ChunkedArray$create(c(2L, 7L, 8L), c(-1L, 2L, 17L, NA_integer_, 3L), 18L)), c(2L, 7L, 8L, 8L, 8L, 17L, NA_integer_, NA_integer_, NA_integer_) ) expect_as_vector( cummin(Array$create(c(2.3, -1.0, 7.9, NA_real_, 1.0))), c(2.3, -1, -1, NA_real_, NA_real_) ) expect_equal(cummin(Array$create(-10L)), Array$create(-10L)) expect_equal(cummin(Array$create(NA_integer_)), Array$create(NA_integer_)) expect_as_vector( cummin(ChunkedArray$create(c(2L, 7L, 8L), c(-1L, 2L, 17L, NA_integer_, 3L), 18L)), c(2L, 2L, 2L, -1L, -1L, -1L, NA_integer_, NA_integer_, NA_integer_) ) expect_error(signif(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(expm1(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(cospi(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(sinpi(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(tanpi(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(cosh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(sinh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(tanh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(acosh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(asinh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(atanh(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(lgamma(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(gamma(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(digamma(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") expect_error(trigamma(Array$create(c(4L, 1L))), "Unsupported operation on `Array`") })