From a49a806bf228776ac9d7fa437be263f52637723d Mon Sep 17 00:00:00 2001 From: Yong Tang Date: Thu, 7 Jan 2021 01:28:03 -0800 Subject: [PATCH] Fix incomplete row reading issue in parquet files (#1262) This PR tries to address the issue raised in 1254 where reading parquet files will results in `InvalidArgumentError: null value in column` The issue comes from the fact that parquet's ColumnReader C++ API `ReadBatch(...)` does not necessarily respect the number of rows requested and may return less instead. This PR fixes 1254. Signed-off-by: Yong Tang --- tensorflow_io/core/kernels/parquet_kernels.cc | 52 ++++++++++++------ ...47e1-925c-9b42c8716c84-c000.snappy.parquet | Bin 0 -> 1009272 bytes tests/test_parquet_eager.py | 21 +++++++ 3 files changed, 56 insertions(+), 17 deletions(-) create mode 100644 tests/test_parquet/part-00000-ca0e89bf-ccd7-47e1-925c-9b42c8716c84-c000.snappy.parquet diff --git a/tensorflow_io/core/kernels/parquet_kernels.cc b/tensorflow_io/core/kernels/parquet_kernels.cc index c2eafb2c3..56224c643 100644 --- a/tensorflow_io/core/kernels/parquet_kernels.cc +++ b/tensorflow_io/core/kernels/parquet_kernels.cc @@ -162,6 +162,9 @@ class ParquetReadableResource : public ResourceBase { row_group_reader->Column(column_index); // buffer to fill location is value.data()[row_to_read_start - start] + // Note: ReadBatch may not be able to read the elements requested + // (row_to_read_count) in one shot, as such we use while loop of + // `while (row_left > 0) {...}` to read until complete. #define PARQUET_PROCESS_TYPE(ptype, type) \ { \ @@ -172,11 +175,16 @@ class ParquetReadableResource : public ResourceBase { } \ ptype::c_type* value_p = (ptype::c_type*)(void*)(&( \ value->flat().data()[row_to_read_start - element_start])); \ - int64_t values_read; \ - int64_t levels_read = reader->ReadBatch(row_to_read_count, nullptr, \ - nullptr, value_p, &values_read); \ - if (!(levels_read == values_read && levels_read == row_to_read_count)) { \ - return errors::InvalidArgument("null value in column: ", column); \ + int64_t row_left = row_to_read_count; \ + while (row_left > 0) { \ + int64_t values_read; \ + int64_t levels_read = reader->ReadBatch( \ + row_left, nullptr, nullptr, &value_p[row_to_read_count - row_left], \ + &values_read); \ + if (!(levels_read == values_read && levels_read > 0)) { \ + return errors::InvalidArgument("null value in column: ", column); \ + } \ + row_left -= levels_read; \ } \ } @@ -189,13 +197,18 @@ class ParquetReadableResource : public ResourceBase { } \ std::unique_ptr value_p( \ new ptype::c_type[row_to_read_count]); \ - int64_t values_read; \ - int64_t levels_read = reader->ReadBatch( \ - row_to_read_count, nullptr, nullptr, value_p.get(), &values_read); \ - if (!(levels_read == values_read && levels_read == row_to_read_count)) { \ - return errors::InvalidArgument("null value in column: ", column); \ + int64_t row_left = row_to_read_count; \ + while (row_left > 0) { \ + int64_t values_read; \ + int64_t levels_read = reader->ReadBatch( \ + row_left, nullptr, nullptr, \ + &value_p.get()[row_to_read_count - row_left], &values_read); \ + if (!(levels_read == values_read && levels_read > 0)) { \ + return errors::InvalidArgument("null value in column: ", column); \ + } \ + row_left -= levels_read; \ } \ - for (int64_t index = 0; index < values_read; index++) { \ + for (int64_t index = 0; index < row_to_read_count; index++) { \ value->flat()(row_to_read_start - element_start + index) = \ ByteArrayToString(value_p[index]); \ } \ @@ -210,13 +223,18 @@ class ParquetReadableResource : public ResourceBase { } \ std::unique_ptr value_p( \ new ptype::c_type[row_to_read_count]); \ - int64_t values_read; \ - int64_t levels_read = reader->ReadBatch( \ - row_to_read_count, nullptr, nullptr, value_p.get(), &values_read); \ - if (!(levels_read == values_read && levels_read == row_to_read_count)) { \ - return errors::InvalidArgument("null value in column: ", column); \ + int64_t row_left = row_to_read_count; \ + while (row_left > 0) { \ + int64_t values_read; \ + int64_t levels_read = reader->ReadBatch( \ + row_left, nullptr, nullptr, \ + &value_p.get()[row_to_read_count - row_left], &values_read); \ + if (!(levels_read == values_read && levels_read > 0)) { \ + return errors::InvalidArgument("null value in column: ", column); \ + } \ + row_left -= levels_read; \ } \ - for (int64_t index = 0; index < values_read; index++) { \ + for (int64_t index = 0; index < row_to_read_count; index++) { \ value->flat()(row_to_read_start - element_start + index) = \ string((const char*)value_p[index].ptr, len); \ } \ diff --git a/tests/test_parquet/part-00000-ca0e89bf-ccd7-47e1-925c-9b42c8716c84-c000.snappy.parquet b/tests/test_parquet/part-00000-ca0e89bf-ccd7-47e1-925c-9b42c8716c84-c000.snappy.parquet new file mode 100644 index 0000000000000000000000000000000000000000..a1eef8197d86331d82496e1be6c5cbedbb8fb16b GIT binary patch literal 1009272 zcmZtPcf60~A2|N|zR$5&S=n11LXw^AtdNz2ME1za-g`vK-dmDnD?4OoB}t?tk<5@H z^m`uP$LII>{_%Z0KF`O|Iq&y%U*q+{G|v!6KJxP{1t>@%o})0&Q-l{NN->I4f|8V?G%r$ymncg)%2R=gRH8C3 zQ-!KjqdGNsg__i&Hm_2Ly40gS4S0=)yiOzDpfOEo%9}LfEt=DUw`oZ$TGNKMw4*&8 z=tw8tp)+0RN;kUmE7gTVl``6%R1Jx zfzSDZjcj5wTiD7rw(})B*vT%wVmEu(%RcsVfP;L^Ar5ndqa5QKj`J-i_>Pl&&nbT3 zG-vpcv;4%*oZ}bH^D7tljf-63cP{e>SGdYGu5*K%{K+kDbBDjU%isLNJ?`@_4|vEU z{v!zekBAszNkBppk(eaJPZG&UP6|?ziYIuI)TALT=}6C0WFRA%$V?Wpl8x--ASb!V zO&;>{G|v!6KJxP{1t>@%o})0&Q-l{NN->I4f|8V?G%r$ymncg)%2R=gRH8C3Q-!Kj zqdGNsg__i&Hm_2Ly40gS4S0=)yiOzDpfOEo%9}LfEt=DUw`oZ$TGNKMw4*&8=tw8t 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