nealrichardson commented on code in PR #13509:
URL: https://github.com/apache/arrow/pull/13509#discussion_r917097216
##########
r/tests/testthat/test-dataset.R:
##########
@@ -618,6 +618,33 @@ test_that("UnionDataset handles InMemoryDatasets", {
expect_equal(actual, expected)
})
+test_that("scalar aggregates with many batches", {
+ test_data <- data.frame(val = 1:1e7)
+ expected_result_distr <- (
+ sapply(1:100, function(iter_ndx) {
+ test_data %>%
+ dplyr::summarise(min_val = min(val)) %>%
+ dplyr::collect() %>%
+ dplyr::pull(min_val)
+ }) %>%
+ table()
+ )
+
+ ds_tmpfile <- tempfile("test-aggregate", fileext = ".parquet")
+ arrow::write_parquet(test_data, ds_tmpfile)
+ actual_result_distr <- (
+ sapply(1:100, function(iter_ndx) {
+ arrow::open_dataset(ds_tmpfile) %>%
+ dplyr::summarise(min_val = min(val)) %>%
+ dplyr::collect() %>%
+ dplyr::pull(min_val)
+ }) %>%
+ table()
+ )
+
+ expect_equal(actual_result_distr, expected_result_distr)
+})
Review Comment:
Here's a simpler test--this fails on master (actually, the max is fine, the
min is the problem) but should pass with your fix
```suggestion
test_that("scalar aggregates with many batches (ARROW-16904)", {
tf <- tempfile()
write_parquet(data.frame(x = 1:100), tf, chunk_size = 20)
ds <- open_dataset(tf)
replicate(100, ds %>% summarize(min(x)) %>% pull())
expect_true(all(replicate(100, ds %>% summarize(min(x)) %>% pull()) == 1))
expect_true(all(replicate(100, ds %>% summarize(max(x)) %>% pull()) ==
100))
})
```
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