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Posted to github@arrow.apache.org by GitBox <gi...@apache.org> on 2021/12/10 19:41:08 UTC

[GitHub] [arrow] westonpace commented on a change in pull request #11616: ARROW-14577: [C++] Enable fine grained IO for async IPC reader

westonpace commented on a change in pull request #11616:
URL: https://github.com/apache/arrow/pull/11616#discussion_r766935036



##########
File path: cpp/src/arrow/ipc/read_write_test.cc
##########
@@ -2715,6 +2727,133 @@ TEST(TestRecordBatchFileReaderIo, ReadTwoContinousFieldsWithIoMerged) {
   GetReadRecordBatchReadRanges(64, {0, 1}, {8 + 64 * 4});
 }
 
+constexpr static int kNumBatches = 10;
+// It can be difficult to know the exact size of the schema.  Instead we just make the
+// row data big enough that we can easily identify if a read is for a schema or for
+// row data.
+//
+// This needs to be large enough to space record batches kDefaultHoleSizeLimit bytes apart
+// and also large enough that record batch data is more than kMaxMetadataSizeBytes bytes
+constexpr static int kRowsPerBatch = 1000;
+constexpr static int64_t kMaxMetadataSizeBytes = 1 << 13;
+// There are always 2 reads when the file is opened
+constexpr static int kNumReadsOnOpen = 2;
+
+class PreBufferingTest : public ::testing::TestWithParam<bool> {
+ protected:
+  void SetUp() override {
+    file_buffer_ = MakeBooleanInt32Int64File(kRowsPerBatch, kNumBatches);
+  }
+
+  void OpenReader() {
+    buffer_reader_ = make_unique<io::BufferReader>(file_buffer_);
+    tracked_ = std::make_shared<TrackedRandomAccessFile>(buffer_reader_.get());
+    auto read_options = IpcReadOptions::Defaults();
+    if (ReadsArePlugged()) {
+      // This will ensure that all reads get globbed together into one large read
+      read_options.pre_buffer_cache_options.hole_size_limit =
+          std::numeric_limits<int64_t>::max() - 1;
+      read_options.pre_buffer_cache_options.range_size_limit =
+          std::numeric_limits<int64_t>::max();
+    }
+    ASSERT_OK_AND_ASSIGN(reader_, RecordBatchFileReader::Open(tracked_, read_options));
+  }
+
+  bool ReadsArePlugged() { return GetParam(); }
+
+  std::vector<int> AllBatchIndices() {
+    std::vector<int> all_batch_indices(kNumBatches);
+    std::iota(all_batch_indices.begin(), all_batch_indices.end(), 0);
+    return all_batch_indices;
+  }
+
+  void AssertMetadataLoaded(std::vector<int> batch_indices) {
+    if (batch_indices.size() == 0) {
+      batch_indices = AllBatchIndices();
+    }
+    const auto& read_ranges = tracked_->get_read_ranges();
+    if (ReadsArePlugged()) {
+      // The read should have arrived as one large read
+      ASSERT_EQ(kNumReadsOnOpen + 1, read_ranges.size());
+      if (batch_indices.size() > 1) {
+        ASSERT_GT(read_ranges[kNumReadsOnOpen].length, kMaxMetadataSizeBytes);
+      }
+    } else {
+      // We should get many small reads of metadata only
+      ASSERT_EQ(batch_indices.size() + kNumReadsOnOpen, read_ranges.size());
+      for (const auto& read_range : read_ranges) {
+        ASSERT_LT(read_range.length, kMaxMetadataSizeBytes);
+      }
+    }
+  }
+
+  std::vector<std::shared_ptr<RecordBatch>> LoadExpected() {
+    auto buffer_reader = make_unique<io::BufferReader>(file_buffer_);
+    auto read_options = IpcReadOptions::Defaults();
+    EXPECT_OK_AND_ASSIGN(auto reader,
+                         RecordBatchFileReader::Open(buffer_reader.get(), read_options));
+    std::vector<std::shared_ptr<RecordBatch>> expected_batches;
+    for (int i = 0; i < reader->num_record_batches(); i++) {
+      EXPECT_OK_AND_ASSIGN(auto expected_batch, reader->ReadRecordBatch(i));
+      expected_batches.push_back(expected_batch);
+    }
+    return expected_batches;
+  }
+
+  void CheckFileRead(int num_indices_pre_buffered) {
+    auto expected_batches = LoadExpected();
+    const std::vector<io::ReadRange>& read_ranges = tracked_->get_read_ranges();
+    std::size_t starting_reads = read_ranges.size();
+    for (int i = 0; i < reader_->num_record_batches(); i++) {
+      ASSERT_OK_AND_ASSIGN(auto next_batch, reader_->ReadRecordBatch(i));
+      AssertBatchesEqual(*expected_batches[i], *next_batch);
+    }
+    int metadata_reads = 0;
+    int data_reads = 0;
+    for (std::size_t i = starting_reads; i < read_ranges.size(); i++) {
+      if (read_ranges[i].length > kMaxMetadataSizeBytes) {

Review comment:
       It probably is a good idea since the metadata reads are so small, I figure we can defer that for a future PR.  If we really want to maximize performance It might be interesting to evaluate a file-only (non-streaming) variant where all the metadata is at the end of the file.




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