From e6b17642a7930169c6a5e06e815e4c09ce7c2568 Mon Sep 17 00:00:00 2001 From: Andrew Lamb Date: Tue, 4 Aug 2026 06:39:02 -0400 Subject: [PATCH 1/4] Add ALP test data --- data/README.md | 140 +++++++++++++++++++++++---------- data/alp_extended.zstd.parquet | Bin 0 -> 215673 bytes 2 files changed, 97 insertions(+), 43 deletions(-) create mode 100644 data/alp_extended.zstd.parquet diff --git a/data/README.md b/data/README.md index eb823e1..7a590a1 100644 --- a/data/README.md +++ b/data/README.md @@ -19,50 +19,51 @@ # Test data files for Parquet compatibility and regression testing -| File | Description | -|----------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| delta_byte_array.parquet | string columns with DELTA_BYTE_ARRAY encoding. See [delta_byte_array.md](delta_byte_array.md) for details. | -| delta_length_byte_array.parquet | string columns with DELTA_LENGTH_BYTE_ARRAY encoding. | -| delta_binary_packed.parquet | INT32 and INT64 columns with DELTA_BINARY_PACKED encoding. See [delta_binary_packed.md](delta_binary_packed.md) for details. | -| delta_encoding_required_column.parquet | required INT32 and STRING columns with delta encoding. See [delta_encoding_required_column.md](delta_encoding_required_column.md) for details. | -| delta_encoding_optional_column.parquet | optional INT64 and STRING columns with delta encoding. See [delta_encoding_optional_column.md](delta_encoding_optional_column.md) for details. | -| nested_structs.rust.parquet | Used to test that the Rust Arrow reader can lookup the correct field from a nested struct. See [ARROW-11452](https://issues.apache.org/jira/browse/ARROW-11452) | -| data_index_bloom_encoding_stats.parquet | optional STRING column. Contains optional metadata: bloom filters, column index, offset index and encoding stats. | -| data_index_bloom_encoding_with_length.parquet | Same as `data_index_bloom_encoding_stats.parquet` but has `bloom_filter_length` populated in the ColumnMetaData | -| null_list.parquet | an empty list. Generated from this json `{"emptylist":[]}` and for the purposes of testing correct read/write behaviour of this base case. | -| alltypes_tiny_pages.parquet | small page sizes with dictionary encoding with page index from [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | -| alltypes_tiny_pages_plain.parquet | small page sizes with plain encoding with page index [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | -| rle_boolean_encoding.parquet | option boolean columns with RLE encoding | -| fixed_length_byte_array.parquet | optional FIXED_LENGTH_BYTE_ARRAY column with page index. See [fixed_length_byte_array.md](fixed_length_byte_array.md) for details. | -| int32_with_null_pages.parquet | optional INT32 column with random null pages. See [int32_with_null_pages.md](int32_with_null_pages.md) for details. | -| datapage_v1-uncompressed-checksum.parquet | uncompressed INT32 columns in v1 data pages with a matching CRC | -| datapage_v1-snappy-compressed-checksum.parquet | compressed INT32 columns in v1 data pages with a matching CRC | -| datapage_v1-corrupt-checksum.parquet | uncompressed INT32 columns in v1 data pages with a mismatching CRC | -| overflow_i16_page_cnt.parquet | row group with more than INT16_MAX pages | -| bloom_filter.bin | deprecated bloom filter binary with binary header and murmur3 hashing | -| bloom_filter.xxhash.bin | bloom filter binary with thrift header and xxhash hashing | -| nan_in_stats.parquet | statistics contains NaN in max, from PyArrow 0.8.0. See note below on "NaN in stats". | -| rle-dict-snappy-checksum.parquet | compressed and dictionary-encoded INT32 and STRING columns in format v2 with a matching CRC | -| plain-dict-uncompressed-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v1 with a matching CRC | -| rle-dict-uncompressed-corrupt-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v2 with a mismatching CRC | -| large_string_map.brotli.parquet | MAP(STRING, INT32) with a string column chunk of more than 2GB. See [note](#large-string-map) below | -| float16_nonzeros_and_nans.parquet | Float16 (logical type) column with NaNs and nonzero finite min/max values | -| float16_zeros_and_nans.parquet | Float16 (logical type) column with NaNs and zeros as min/max values. . See [note](#float16-files) below | -| floating_orders_nan_count.parquet | FLOAT/DOUBLE/FLOAT16 columns in IEEE754 and TypeDefined orders across five row groups (no-NaN, mixed-NaN, all-NaN, zero-min, zero-max) to validate nan_count, signed NaNs, and IEEE-754 zero ordering in statistics and column index | -| concatenated_gzip_members.parquet | 513 UINT64 numbers compressed using 2 concatenated gzip members in a single data page | -| byte_stream_split.zstd.parquet | Standard normals with `BYTE_STREAM_SPLIT` encoding. See [note](#byte-stream-split) below | -| incorrect_map_schema.parquet | Contains a Map schema without explicitly required keys, produced by Presto. See [note](#incorrect-map-schema) | -| column_chunk_key_value_metadata.parquet | two INT32 columns, one with column chunk key-value metadata {"foo": "bar", "thisiskeywithoutvalue": null} note that the second key "thisiskeywithoutvalue", does not have a value, but the value can be mapped to an empty string "" when read depending on the client | -| sort_columns.parquet | INT64 and BYTE_ARRAY columns with first column with nulls first and descending, second column with nulls last and ascending. This file contains two row groups with same data and sorting columns. | -| old_list_structure.parquet | Single LIST> column with legacy two-level list structure. See [old_list_structure.md](old_list_structure.md) | -| repeated_primitive_no_list.parquet | REPEATED INT32 and BYTE_ARRAY fields without LIST annotation. See [note](#REPEATED-primitive-fields-with-no-LIST-annotation) | -| map_no_value.parquet | MAP with null values, MAP with INT32 keys and no values, and LIST column with same values as the MAP keys. See [map_no_value.md](map_no_value.md) | -| page_v2_empty_compressed.parquet | An INT32 column with DataPageV2, all values are null, the zero-sized data is compressed using ZSTD. This is a valid non-zero bytes ZSTD stream that uncompresses into 0 bytes. | -| datapage_v2_empty_datapage.snappy.parquet | A compressed FLOAT column with DataPageV2, a single row, value is null, the file uses Snappy compression, but there is no data for uncompression (see [related issue](https://github.com/apache/arrow-rs/issues/7388)). The zero bytes must not be attempted to be uncompressed, as this is an invalid Snappy stream. | -| unknown-logical-type.parquet | A file containing a column annotated with a LogicalType whose identifier has been set to an abitrary high value to check the behaviour of an old reader reading a file written by a new writer containing an unsupported type (see [related issue](https://github.com/apache/arrow/issues/41764)). | -| int96_from_spark.parquet | Single column of (deprecated) int96 values that originated as Apache Spark microsecond-resolution timestamps. Some values are outside the range typically representable by 64-bit nanosecond-resolution timestamps. See [int96_from_spark.md](int96_from_spark.md) for details. | +| File | Description | +|----------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| delta_byte_array.parquet | string columns with DELTA_BYTE_ARRAY encoding. See [delta_byte_array.md](delta_byte_array.md) for details. | +| delta_length_byte_array.parquet | string columns with DELTA_LENGTH_BYTE_ARRAY encoding. | +| delta_binary_packed.parquet | INT32 and INT64 columns with DELTA_BINARY_PACKED encoding. See [delta_binary_packed.md](delta_binary_packed.md) for details. | +| delta_encoding_required_column.parquet | required INT32 and STRING columns with delta encoding. See [delta_encoding_required_column.md](delta_encoding_required_column.md) for details. | +| delta_encoding_optional_column.parquet | optional INT64 and STRING columns with delta encoding. See [delta_encoding_optional_column.md](delta_encoding_optional_column.md) for details. | +| nested_structs.rust.parquet | Used to test that the Rust Arrow reader can lookup the correct field from a nested struct. See [ARROW-11452](https://issues.apache.org/jira/browse/ARROW-11452) | +| data_index_bloom_encoding_stats.parquet | optional STRING column. Contains optional metadata: bloom filters, column index, offset index and encoding stats. | +| data_index_bloom_encoding_with_length.parquet | Same as `data_index_bloom_encoding_stats.parquet` but has `bloom_filter_length` populated in the ColumnMetaData | +| null_list.parquet | an empty list. Generated from this json `{"emptylist":[]}` and for the purposes of testing correct read/write behaviour of this base case. | +| alltypes_tiny_pages.parquet | small page sizes with dictionary encoding with page index from [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | +| alltypes_tiny_pages_plain.parquet | small page sizes with plain encoding with page index [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | +| rle_boolean_encoding.parquet | option boolean columns with RLE encoding | +| fixed_length_byte_array.parquet | optional FIXED_LENGTH_BYTE_ARRAY column with page index. See [fixed_length_byte_array.md](fixed_length_byte_array.md) for details. | +| int32_with_null_pages.parquet | optional INT32 column with random null pages. See [int32_with_null_pages.md](int32_with_null_pages.md) for details. | +| datapage_v1-uncompressed-checksum.parquet | uncompressed INT32 columns in v1 data pages with a matching CRC | +| datapage_v1-snappy-compressed-checksum.parquet | compressed INT32 columns in v1 data pages with a matching CRC | +| datapage_v1-corrupt-checksum.parquet | uncompressed INT32 columns in v1 data pages with a mismatching CRC | +| overflow_i16_page_cnt.parquet | row group with more than INT16_MAX pages | +| bloom_filter.bin | deprecated bloom filter binary with binary header and murmur3 hashing | +| bloom_filter.xxhash.bin | bloom filter binary with thrift header and xxhash hashing | +| nan_in_stats.parquet | statistics contains NaN in max, from PyArrow 0.8.0. See note below on "NaN in stats". | +| rle-dict-snappy-checksum.parquet | compressed and dictionary-encoded INT32 and STRING columns in format v2 with a matching CRC | +| plain-dict-uncompressed-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v1 with a matching CRC | +| rle-dict-uncompressed-corrupt-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v2 with a mismatching CRC | +| large_string_map.brotli.parquet | MAP(STRING, INT32) with a string column chunk of more than 2GB. See [note](#large-string-map) below | +| float16_nonzeros_and_nans.parquet | Float16 (logical type) column with NaNs and nonzero finite min/max values | +| float16_zeros_and_nans.parquet | Float16 (logical type) column with NaNs and zeros as min/max values. . See [note](#float16-files) below | +| floating_orders_nan_count.parquet | FLOAT/DOUBLE/FLOAT16 columns in IEEE754 and TypeDefined orders across five row groups (no-NaN, mixed-NaN, all-NaN, zero-min, zero-max) to validate nan_count, signed NaNs, and IEEE-754 zero ordering in statistics and column index | +| concatenated_gzip_members.parquet | 513 UINT64 numbers compressed using 2 concatenated gzip members in a single data page | +| byte_stream_split.zstd.parquet | Standard normals with `BYTE_STREAM_SPLIT` encoding. See [note](#byte-stream-split) below | +| incorrect_map_schema.parquet | Contains a Map schema without explicitly required keys, produced by Presto. See [note](#incorrect-map-schema) | +| column_chunk_key_value_metadata.parquet | two INT32 columns, one with column chunk key-value metadata {"foo": "bar", "thisiskeywithoutvalue": null} note that the second key "thisiskeywithoutvalue", does not have a value, but the value can be mapped to an empty string "" when read depending on the client | +| sort_columns.parquet | INT64 and BYTE_ARRAY columns with first column with nulls first and descending, second column with nulls last and ascending. This file contains two row groups with same data and sorting columns. | +| old_list_structure.parquet | Single LIST> column with legacy two-level list structure. See [old_list_structure.md](old_list_structure.md) | +| repeated_primitive_no_list.parquet | REPEATED INT32 and BYTE_ARRAY fields without LIST annotation. See [note](#REPEATED-primitive-fields-with-no-LIST-annotation) | +| map_no_value.parquet | MAP with null values, MAP with INT32 keys and no values, and LIST column with same values as the MAP keys. See [map_no_value.md](map_no_value.md) | +| page_v2_empty_compressed.parquet | An INT32 column with DataPageV2, all values are null, the zero-sized data is compressed using ZSTD. This is a valid non-zero bytes ZSTD stream that uncompresses into 0 bytes. | +| datapage_v2_empty_datapage.snappy.parquet | A compressed FLOAT column with DataPageV2, a single row, value is null, the file uses Snappy compression, but there is no data for uncompression (see [related issue](https://github.com/apache/arrow-rs/issues/7388)). The zero bytes must not be attempted to be uncompressed, as this is an invalid Snappy stream. | +| unknown-logical-type.parquet | A file containing a column annotated with a LogicalType whose identifier has been set to an abitrary high value to check the behaviour of an old reader reading a file written by a new writer containing an unsupported type (see [related issue](https://github.com/apache/arrow/issues/41764)). | +| int96_from_spark.parquet | Single column of (deprecated) int96 values that originated as Apache Spark microsecond-resolution timestamps. Some values are outside the range typically representable by 64-bit nanosecond-resolution timestamps. See [int96_from_spark.md](int96_from_spark.md) for details. | | int96_timestamp_order.parquet | Single `required int96` column written with the `INT96_TIMESTAMP_ORDER` column order ([parquet-format #584](https://github.com/apache/parquet-format/pull/584)). Values are chosen so a byte-wise comparison disagrees with the chronological order, so the min/max statistics (and column index) are only correct for a reader that honors the new order. See [int96_timestamp_order.md](int96_timestamp_order.md) for details. | -| binary_truncated_min_max.parquet | A file containing six columns with exact, fully-truncated and partially-truncated max and min statistics and with the expected is_{min/max}_value_exact. (see [note](Binary-truncated-min-and-max-statistics)).| +| binary_truncated_min_max.parquet | A file containing six columns with exact, fully-truncated and partially-truncated max and min statistics and with the expected is_{min/max}_value_exact. (see [note](Binary-truncated-min-and-max-statistics)). | +| alp_extended.zstd.parquet | FLOAT and DOUBLE columns encoded using Adaptive Lossless floating-Point (ALP). See [note](#alp-encoding) below | TODO: Document what each file is in the table above. @@ -589,3 +590,56 @@ java -jar parquet-cli/target/parquet-cli-1.16.0-SNAPSHOT-runtime.jar cat /home/r {"utf8_full_truncation": "Julia Roberts", "binary_full_truncation": "Julia Roberts", "utf8_partial_truncation": "Julia Roberts", "binary_partial_truncation": "Julia Roberts", "utf8_no_truncation": "Julia Roberts", "binary_no_truncation": "Julia Roberts"} {"utf8_full_truncation": "Kevin Bacon", "binary_full_truncation": "Kevin Bacon", "utf8_partial_truncation": "πŸš€Kevin Bacon", "binary_partial_truncation": "ΓΏΓΏ\u0001\u0002", "utf8_no_truncation": "Ke", "binary_no_truncation": "Ke"} ``` + +## ALP encoding + +`alp_extended.zstd.parquet` contains FLOAT and DOUBLE columns encoded with +[Adaptive Lossless floating-Point (ALP)](https://github.com/apache/parquet-format/blob/master/Encodings.md#adaptive-lossless-floating-point-alp--10) +(`ALP = 10` in the parquet.thrift `Encoding` enum). +It was created with the code in this [PR](https://github.com/apache/arrow/pull/49154). + +The same values appear in `PLAIN`-encoded reference columns so decoders can +bit-compare the `ALP` columns against known results: + +| Column | Encoding | Rationale / coverage | +|-------------------------------------|---------------------------|-----------------------------------------------------------------------------------| +| `float_plain`, `double_plain` | `PLAIN` + zstd | In-file reference: readers can bit-compare the ALP columns against these | +| `float_alp_1024`, `double_alp_1024` | `ALP`, 1024-value vectors | The default vector size of 1024 values | +| `float_alp_4096`, `double_alp_4096` | `ALP`, 4096-value vectors | Readers must honor `log_vector_size` from the page header rather than assume 1024 | +| `float_alp_32`, `double_alp_32` | `ALP`, 32-value vectors | Many vectors per page, stresses the per-vector metadata loop | + +All columns contain the same 9000 values. The `ALP` column chunks are +uncompressed; the `PLAIN` reference columns are zstd-compressed to keep the file small. + +### Data distribution (9000 rows) + +The "base distribution" means random values in [-10.00, 10.00] with exactly 2 +decimal digits (e.g. `9.43`), which are losslessly encodable by ALP (no exceptions). + +The contents of the 9000 rows are as follows: + +| Rows | Contents | Rationale / coverage | +|-----------|----------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| 0–1023 | base | Happy path: full vector, small frame-of-reference bit width, no exceptions | +| 1024–2047 | base, plus: NaN at 1024 and 2047, NaN at 1500, +Inf at 2000, βˆ’Inf at 2001, βˆ’0.0 at 2002, subnormal (`5e-324` double / `1e-45` float) at 2003 | NaN / Inf and sign/precision edge values via the exception mechanism; exceptions at exact vector boundaries; statistics conventions (NaN excluded from min/max, Β±Inf included, `nan_count`, βˆ’0.0/+0.0 normalization) | +| 2048–3071 | base, plus: `3.141592653589793` at 2500 | Exactly one exception: the full-mantissa value cannot round-trip as a decimal, and nothing else in the vector is exceptional | +| 3072–4095 | base, plus: `44974934523.343` at 3100 and `-1243432432.3432` at 3711 | Large-magnitude values | +| 4096–5119 | every 2nd value full-mantissa random, rest base | Many (but not all) exceptions | +| 5120–6143 | all values full-mantissa random | All exceptions | +| 6144–7167 | base but with 4 decimal digits (e.g. `3.1416`) | Different exponent/factor than the other vectors | +| 7168–8191 | constant (all `7.77`) | `bit_width = 0` vectors | +| 8192–8999 | base, with nulls at every 100th row (8 nulls) | Trailing partial vector + null handling | + +The file has four row groups: + +| Row group | Rows | Contents | +|-----------|-----------|--------------------------------------------------------------------| +| 0 | 0–6143 | Base + all exception cases (6144 rows, 1546 exceptions per column) | +| 1 | 6144–7167 | 4-decimal-digit values (different exponent/factor) | +| 2 | 7168–8191 | Constant `7.77` (`bit_width = 0`) | +| 3 | 8192–8999 | Partial trailing vector with 8 nulls | + +To check conformance of an `ALP` decoder, read each `ALP`-encoded column and +compare the decoded values against the values from the corresponding +`PLAIN`-encoded column. 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z+$OJ3z^O@V$0*>+2)9sZBoseyWjG9q4oVsTR**pdL3|{Cj;|8o=m-4Z|AP>J@;vZ0#FzgZB6J*lbqwV`04t~izaHZH*ARiDe+==5C#bFfu!0)% z--j5wir931|-LFxF{SO3B5Ho|M|Dr=kaK zVggdoRc4r3L4WxVg8P@0fP#xzLj(uh{0QzJl97NEG^}N2R?xcs2jTtXw-DjCcIuzQ z`<@`*!vjt7*TZZ78Xj=-kKz6B^EEusfB*aNroM(Z{Zn{$y6^QS!*w+uYFp z{~X$nw17eb>hae@i+GLLX~4-phW5h?6dKT_|9xmV2(PvCKZW*psfR%tg24&|@UMr~ z2%LbP0G#|Ow7*R~EYc7xR-ml^`_P6FUTYT+ski7T>S@ literal 0 HcmV?d00001 From 36e58038846abd0b041cc1e1c44a8faecb515075 Mon Sep 17 00:00:00 2001 From: Andrew Lamb Date: Tue, 4 Aug 2026 07:02:14 -0400 Subject: [PATCH 2/4] revert --- data/README.md | 88 +++++++++++++++++++++++++------------------------- 1 file changed, 44 insertions(+), 44 deletions(-) diff --git a/data/README.md b/data/README.md index 7a590a1..2c19481 100644 --- a/data/README.md +++ b/data/README.md @@ -19,51 +19,51 @@ # Test data files for Parquet compatibility and regression testing -| File | Description | -|----------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| delta_byte_array.parquet | string columns with DELTA_BYTE_ARRAY encoding. See [delta_byte_array.md](delta_byte_array.md) for details. | -| delta_length_byte_array.parquet | string columns with DELTA_LENGTH_BYTE_ARRAY encoding. | -| delta_binary_packed.parquet | INT32 and INT64 columns with DELTA_BINARY_PACKED encoding. See [delta_binary_packed.md](delta_binary_packed.md) for details. | -| delta_encoding_required_column.parquet | required INT32 and STRING columns with delta encoding. See [delta_encoding_required_column.md](delta_encoding_required_column.md) for details. | -| delta_encoding_optional_column.parquet | optional INT64 and STRING columns with delta encoding. See [delta_encoding_optional_column.md](delta_encoding_optional_column.md) for details. | -| nested_structs.rust.parquet | Used to test that the Rust Arrow reader can lookup the correct field from a nested struct. See [ARROW-11452](https://issues.apache.org/jira/browse/ARROW-11452) | -| data_index_bloom_encoding_stats.parquet | optional STRING column. Contains optional metadata: bloom filters, column index, offset index and encoding stats. | -| data_index_bloom_encoding_with_length.parquet | Same as `data_index_bloom_encoding_stats.parquet` but has `bloom_filter_length` populated in the ColumnMetaData | -| null_list.parquet | an empty list. Generated from this json `{"emptylist":[]}` and for the purposes of testing correct read/write behaviour of this base case. | -| alltypes_tiny_pages.parquet | small page sizes with dictionary encoding with page index from [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | -| alltypes_tiny_pages_plain.parquet | small page sizes with plain encoding with page index [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | -| rle_boolean_encoding.parquet | option boolean columns with RLE encoding | -| fixed_length_byte_array.parquet | optional FIXED_LENGTH_BYTE_ARRAY column with page index. See [fixed_length_byte_array.md](fixed_length_byte_array.md) for details. | -| int32_with_null_pages.parquet | optional INT32 column with random null pages. See [int32_with_null_pages.md](int32_with_null_pages.md) for details. | -| datapage_v1-uncompressed-checksum.parquet | uncompressed INT32 columns in v1 data pages with a matching CRC | -| datapage_v1-snappy-compressed-checksum.parquet | compressed INT32 columns in v1 data pages with a matching CRC | -| datapage_v1-corrupt-checksum.parquet | uncompressed INT32 columns in v1 data pages with a mismatching CRC | -| overflow_i16_page_cnt.parquet | row group with more than INT16_MAX pages | -| bloom_filter.bin | deprecated bloom filter binary with binary header and murmur3 hashing | -| bloom_filter.xxhash.bin | bloom filter binary with thrift header and xxhash hashing | -| nan_in_stats.parquet | statistics contains NaN in max, from PyArrow 0.8.0. See note below on "NaN in stats". | -| rle-dict-snappy-checksum.parquet | compressed and dictionary-encoded INT32 and STRING columns in format v2 with a matching CRC | -| plain-dict-uncompressed-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v1 with a matching CRC | -| rle-dict-uncompressed-corrupt-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v2 with a mismatching CRC | -| large_string_map.brotli.parquet | MAP(STRING, INT32) with a string column chunk of more than 2GB. See [note](#large-string-map) below | -| float16_nonzeros_and_nans.parquet | Float16 (logical type) column with NaNs and nonzero finite min/max values | -| float16_zeros_and_nans.parquet | Float16 (logical type) column with NaNs and zeros as min/max values. . See [note](#float16-files) below | -| floating_orders_nan_count.parquet | FLOAT/DOUBLE/FLOAT16 columns in IEEE754 and TypeDefined orders across five row groups (no-NaN, mixed-NaN, all-NaN, zero-min, zero-max) to validate nan_count, signed NaNs, and IEEE-754 zero ordering in statistics and column index | -| concatenated_gzip_members.parquet | 513 UINT64 numbers compressed using 2 concatenated gzip members in a single data page | -| byte_stream_split.zstd.parquet | Standard normals with `BYTE_STREAM_SPLIT` encoding. See [note](#byte-stream-split) below | -| incorrect_map_schema.parquet | Contains a Map schema without explicitly required keys, produced by Presto. See [note](#incorrect-map-schema) | -| column_chunk_key_value_metadata.parquet | two INT32 columns, one with column chunk key-value metadata {"foo": "bar", "thisiskeywithoutvalue": null} note that the second key "thisiskeywithoutvalue", does not have a value, but the value can be mapped to an empty string "" when read depending on the client | -| sort_columns.parquet | INT64 and BYTE_ARRAY columns with first column with nulls first and descending, second column with nulls last and ascending. This file contains two row groups with same data and sorting columns. | -| old_list_structure.parquet | Single LIST> column with legacy two-level list structure. See [old_list_structure.md](old_list_structure.md) | -| repeated_primitive_no_list.parquet | REPEATED INT32 and BYTE_ARRAY fields without LIST annotation. See [note](#REPEATED-primitive-fields-with-no-LIST-annotation) | -| map_no_value.parquet | MAP with null values, MAP with INT32 keys and no values, and LIST column with same values as the MAP keys. See [map_no_value.md](map_no_value.md) | -| page_v2_empty_compressed.parquet | An INT32 column with DataPageV2, all values are null, the zero-sized data is compressed using ZSTD. This is a valid non-zero bytes ZSTD stream that uncompresses into 0 bytes. | -| datapage_v2_empty_datapage.snappy.parquet | A compressed FLOAT column with DataPageV2, a single row, value is null, the file uses Snappy compression, but there is no data for uncompression (see [related issue](https://github.com/apache/arrow-rs/issues/7388)). The zero bytes must not be attempted to be uncompressed, as this is an invalid Snappy stream. | -| unknown-logical-type.parquet | A file containing a column annotated with a LogicalType whose identifier has been set to an abitrary high value to check the behaviour of an old reader reading a file written by a new writer containing an unsupported type (see [related issue](https://github.com/apache/arrow/issues/41764)). | -| int96_from_spark.parquet | Single column of (deprecated) int96 values that originated as Apache Spark microsecond-resolution timestamps. Some values are outside the range typically representable by 64-bit nanosecond-resolution timestamps. See [int96_from_spark.md](int96_from_spark.md) for details. | +| File | Description | +|----------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| delta_byte_array.parquet | string columns with DELTA_BYTE_ARRAY encoding. See [delta_byte_array.md](delta_byte_array.md) for details. | +| delta_length_byte_array.parquet | string columns with DELTA_LENGTH_BYTE_ARRAY encoding. | +| delta_binary_packed.parquet | INT32 and INT64 columns with DELTA_BINARY_PACKED encoding. See [delta_binary_packed.md](delta_binary_packed.md) for details. | +| delta_encoding_required_column.parquet | required INT32 and STRING columns with delta encoding. See [delta_encoding_required_column.md](delta_encoding_required_column.md) for details. | +| delta_encoding_optional_column.parquet | optional INT64 and STRING columns with delta encoding. See [delta_encoding_optional_column.md](delta_encoding_optional_column.md) for details. | +| nested_structs.rust.parquet | Used to test that the Rust Arrow reader can lookup the correct field from a nested struct. See [ARROW-11452](https://issues.apache.org/jira/browse/ARROW-11452) | +| data_index_bloom_encoding_stats.parquet | optional STRING column. Contains optional metadata: bloom filters, column index, offset index and encoding stats. | +| data_index_bloom_encoding_with_length.parquet | Same as `data_index_bloom_encoding_stats.parquet` but has `bloom_filter_length` populated in the ColumnMetaData | +| null_list.parquet | an empty list. Generated from this json `{"emptylist":[]}` and for the purposes of testing correct read/write behaviour of this base case. | +| alltypes_tiny_pages.parquet | small page sizes with dictionary encoding with page index from [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | +| alltypes_tiny_pages_plain.parquet | small page sizes with plain encoding with page index [impala](https://github.com/apache/impala/tree/master/testdata/data/alltypes_tiny_pages.parquet). | +| rle_boolean_encoding.parquet | option boolean columns with RLE encoding | +| fixed_length_byte_array.parquet | optional FIXED_LENGTH_BYTE_ARRAY column with page index. See [fixed_length_byte_array.md](fixed_length_byte_array.md) for details. | +| int32_with_null_pages.parquet | optional INT32 column with random null pages. See [int32_with_null_pages.md](int32_with_null_pages.md) for details. | +| datapage_v1-uncompressed-checksum.parquet | uncompressed INT32 columns in v1 data pages with a matching CRC | +| datapage_v1-snappy-compressed-checksum.parquet | compressed INT32 columns in v1 data pages with a matching CRC | +| datapage_v1-corrupt-checksum.parquet | uncompressed INT32 columns in v1 data pages with a mismatching CRC | +| overflow_i16_page_cnt.parquet | row group with more than INT16_MAX pages | +| bloom_filter.bin | deprecated bloom filter binary with binary header and murmur3 hashing | +| bloom_filter.xxhash.bin | bloom filter binary with thrift header and xxhash hashing | +| nan_in_stats.parquet | statistics contains NaN in max, from PyArrow 0.8.0. See note below on "NaN in stats". | +| rle-dict-snappy-checksum.parquet | compressed and dictionary-encoded INT32 and STRING columns in format v2 with a matching CRC | +| plain-dict-uncompressed-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v1 with a matching CRC | +| rle-dict-uncompressed-corrupt-checksum.parquet | uncompressed and dictionary-encoded INT32 and STRING columns in format v2 with a mismatching CRC | +| large_string_map.brotli.parquet | MAP(STRING, INT32) with a string column chunk of more than 2GB. See [note](#large-string-map) below | +| float16_nonzeros_and_nans.parquet | Float16 (logical type) column with NaNs and nonzero finite min/max values | +| float16_zeros_and_nans.parquet | Float16 (logical type) column with NaNs and zeros as min/max values. . See [note](#float16-files) below | +| floating_orders_nan_count.parquet | FLOAT/DOUBLE/FLOAT16 columns in IEEE754 and TypeDefined orders across five row groups (no-NaN, mixed-NaN, all-NaN, zero-min, zero-max) to validate nan_count, signed NaNs, and IEEE-754 zero ordering in statistics and column index | +| concatenated_gzip_members.parquet | 513 UINT64 numbers compressed using 2 concatenated gzip members in a single data page | +| byte_stream_split.zstd.parquet | Standard normals with `BYTE_STREAM_SPLIT` encoding. See [note](#byte-stream-split) below | +| incorrect_map_schema.parquet | Contains a Map schema without explicitly required keys, produced by Presto. See [note](#incorrect-map-schema) | +| column_chunk_key_value_metadata.parquet | two INT32 columns, one with column chunk key-value metadata {"foo": "bar", "thisiskeywithoutvalue": null} note that the second key "thisiskeywithoutvalue", does not have a value, but the value can be mapped to an empty string "" when read depending on the client | +| sort_columns.parquet | INT64 and BYTE_ARRAY columns with first column with nulls first and descending, second column with nulls last and ascending. This file contains two row groups with same data and sorting columns. | +| old_list_structure.parquet | Single LIST> column with legacy two-level list structure. See [old_list_structure.md](old_list_structure.md) | +| repeated_primitive_no_list.parquet | REPEATED INT32 and BYTE_ARRAY fields without LIST annotation. See [note](#REPEATED-primitive-fields-with-no-LIST-annotation) | +| map_no_value.parquet | MAP with null values, MAP with INT32 keys and no values, and LIST column with same values as the MAP keys. See [map_no_value.md](map_no_value.md) | +| page_v2_empty_compressed.parquet | An INT32 column with DataPageV2, all values are null, the zero-sized data is compressed using ZSTD. This is a valid non-zero bytes ZSTD stream that uncompresses into 0 bytes. | +| datapage_v2_empty_datapage.snappy.parquet | A compressed FLOAT column with DataPageV2, a single row, value is null, the file uses Snappy compression, but there is no data for uncompression (see [related issue](https://github.com/apache/arrow-rs/issues/7388)). The zero bytes must not be attempted to be uncompressed, as this is an invalid Snappy stream. | +| unknown-logical-type.parquet | A file containing a column annotated with a LogicalType whose identifier has been set to an abitrary high value to check the behaviour of an old reader reading a file written by a new writer containing an unsupported type (see [related issue](https://github.com/apache/arrow/issues/41764)). | +| int96_from_spark.parquet | Single column of (deprecated) int96 values that originated as Apache Spark microsecond-resolution timestamps. Some values are outside the range typically representable by 64-bit nanosecond-resolution timestamps. See [int96_from_spark.md](int96_from_spark.md) for details. | | int96_timestamp_order.parquet | Single `required int96` column written with the `INT96_TIMESTAMP_ORDER` column order ([parquet-format #584](https://github.com/apache/parquet-format/pull/584)). Values are chosen so a byte-wise comparison disagrees with the chronological order, so the min/max statistics (and column index) are only correct for a reader that honors the new order. See [int96_timestamp_order.md](int96_timestamp_order.md) for details. | -| binary_truncated_min_max.parquet | A file containing six columns with exact, fully-truncated and partially-truncated max and min statistics and with the expected is_{min/max}_value_exact. (see [note](Binary-truncated-min-and-max-statistics)). | -| alp_extended.zstd.parquet | FLOAT and DOUBLE columns encoded using Adaptive Lossless floating-Point (ALP). See [note](#alp-encoding) below | +| binary_truncated_min_max.parquet | A file containing six columns with exact, fully-truncated and partially-truncated max and min statistics and with the expected is_{min/max}_value_exact. (see [note](Binary-truncated-min-and-max-statistics)).| +| alp_extended.zstd.parquet | FLOAT and DOUBLE columns encoded using Adaptive Lossless floating-Point (ALP). See [note](#alp-encoding) below | TODO: Document what each file is in the table above. 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z76-A*!d?4_Ds=Lz5swa2r>u%4{s}e#)zhj*5oI;>M?aH-)abWRQG=SplY@04ex0_7 zr1NZoa}xK9ZJc`ppDex|F)ae{V)G{6j*B-7S6sCTc^ENmSMRlb)>gJ;e30w*V&Q^> zV>^tKg`9QsOn$61s^`;p+3YfgHi1QUza&hXB>GjS zy4Hl4$76P)RGf_N1N-fYz)EXXDIfe2xl zr7KY^F{6f(kklebNCJ=B5ee~&l=yW#R#H*Jt#InN4-{pSa#J4nNJxGnN~n)GE&snL z)J+RgN0t8v428=krMX8&LV{Y{Crt+tJ!%oCs3X!!)e~owmMYmc=)Xl!w>8N8mr%3v zAktF^HV7s7T?-k6xI8l(B%_54+!qY`V}0*94aNojo$KkO0OO|qTDb*hz~A5gwbGhs zzysTVt?yNI;M%OeR_QbYI6C$(XXB6a;QVWU7T7F8fWhA%{ILiT5b*e=KSpCQ1WfpA zd>;OvnU}x*XJ$2x2^`G-m#&>?2>vm)e=>m|{pkMvCU6g?)Yoe zJY)Vh^E{4&`QKDm7Bje%=@0064Kw%`6qr&5m7nejCuP6DtRe=31kT`Y5$=o5987vK?>4Vsh;m0{aY_L+G z=N3qrx#l-~gc*E`1k#uTg#?j10@iMWxB*{vVyq)X z6bs~V1c+7#@se#80afZCCCcw7qsY5D7n>I3RJy(2G>`5Mn}(UxIxG=x-Cz^}o@$e>wopw?R}OVoLs_pu+v87&{T- zA~`=Km>;$ZtPlyPw|^6i{nLRSLd@7;LD*(H(?1Gu^y2YhBF9g}IQ#;F1k%GAfm}@x zKiT$AAW|E22{_Os9_?qMA2AcgkHf!6g$yKxIKYU>4)o{{<2ezi{=@@0@t+iD$c-V! zu$sMN7IDgv-vkpUdJx04fLOp1_D=|IQf~gnPM&B%Ne?*&?(P2uhAo|}Jo!%w;>$Qr z;KbTFUjHUl#)%7Z>O=<~GUUMtlDd*OOx&`mzZx9lh$R(F1*-(QbU?~111Ap1>673W z`$><3Css40<##Gj_s~Fs#UYctu$l-!M3*Rq&mE!^tG{WdiABK) S8GzI%&(V>P+)=zM`hNfh;W>5y From f9079f98bf576d6595aefa44439a80491ab23416 Mon Sep 17 00:00:00 2001 From: Andrew Lamb Date: Fri, 7 Aug 2026 08:17:25 -0400 Subject: [PATCH 4/4] Update documentation --- data/README.md | 76 ++++++++++++++++++++++++++++---------------------- 1 file changed, 42 insertions(+), 34 deletions(-) diff --git a/data/README.md b/data/README.md index 97927aa..343fc5b 100644 --- a/data/README.md +++ b/data/README.md @@ -593,16 +593,17 @@ java -jar parquet-cli/target/parquet-cli-1.16.0-SNAPSHOT-runtime.jar cat /home/r {"utf8_full_truncation": "Kevin Bacon", "binary_full_truncation": "Kevin Bacon", "utf8_partial_truncation": "πŸš€Kevin Bacon", "binary_partial_truncation": "ΓΏΓΏ\u0001\u0002", "utf8_no_truncation": "Ke", "binary_no_truncation": "Ke"} ``` -<<<<<<< HEAD ## ALP encoding `alp_extended.zstd.parquet` contains FLOAT and DOUBLE columns encoded with [Adaptive Lossless floating-Point (ALP)](https://github.com/apache/parquet-format/blob/master/Encodings.md#adaptive-lossless-floating-point-alp--10) -(`ALP = 10` in the parquet.thrift `Encoding` enum). +(`ALP = 10`). It was created with the code in this [PR](https://github.com/apache/arrow/pull/49154). -The same values appear in `PLAIN`-encoded reference columns so decoders can -bit-compare the `ALP` columns against known results: +All columns contain the same 9032 values. The same values appear all columns so +decoders can bit-compare the `ALP` columns against known results stored with +`PLAIN` encoding. + | Column | Encoding | Rationale / coverage | |-------------------------------------|---------------------------|-----------------------------------------------------------------------------------| @@ -611,42 +612,50 @@ bit-compare the `ALP` columns against known results: | `float_alp_4096`, `double_alp_4096` | `ALP`, 4096-value vectors | Readers must honor `log_vector_size` from the page header rather than assume 1024 | | `float_alp_32`, `double_alp_32` | `ALP`, 32-value vectors | Many vectors per page, stresses the per-vector metadata loop | -All columns contain the same 9000 values. The `ALP` column chunks are -uncompressed; the `PLAIN` reference columns are zstd-compressed to keep the file small. -### Data distribution (9000 rows) +### Data distribution (9032 rows) -The "base distribution" means random values in [-10.00, 10.00] with exactly 2 +The "base distribution" means random values in `[-10.00, 10.00]` with exactly 2 decimal digits (e.g. `9.43`), which are losslessly encodable by ALP (no exceptions). -The contents of the 9000 rows are as follows: - -| Rows | Contents | Rationale / coverage | -|-----------|----------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| 0–1023 | base | Happy path: full vector, small frame-of-reference bit width, no exceptions | -| 1024–2047 | base, plus: NaN at 1024 and 2047, NaN at 1500, +Inf at 2000, βˆ’Inf at 2001, βˆ’0.0 at 2002, subnormal (`5e-324` double / `1e-45` float) at 2003 | NaN / Inf and sign/precision edge values via the exception mechanism; exceptions at exact vector boundaries; statistics conventions (NaN excluded from min/max, Β±Inf included, `nan_count`, βˆ’0.0/+0.0 normalization) | -| 2048–3071 | base, plus: `3.141592653589793` at 2500 | Exactly one exception: the full-mantissa value cannot round-trip as a decimal, and nothing else in the vector is exceptional | -| 3072–4095 | base, plus: `44974934523.343` at 3100 and `-1243432432.3432` at 3711 | Large-magnitude values | -| 4096–5119 | every 2nd value full-mantissa random, rest base | Many (but not all) exceptions | -| 5120–6143 | all values full-mantissa random | All exceptions | -| 6144–7167 | base but with 4 decimal digits (e.g. `3.1416`) | Different exponent/factor than the other vectors | -| 7168–8191 | constant (all `7.77`) | `bit_width = 0` vectors | -| 8192–8999 | base, with nulls at every 100th row (8 nulls) | Trailing partial vector + null handling | - -The file has four row groups: - -| Row group | Rows | Contents | -|-----------|-----------|--------------------------------------------------------------------| -| 0 | 0–6143 | Base + all exception cases (6144 rows, 1546 exceptions per column) | -| 1 | 6144–7167 | 4-decimal-digit values (different exponent/factor) | -| 2 | 7168–8191 | Constant `7.77` (`bit_width = 0`) | -| 3 | 8192–8999 | Partial trailing vector with 8 nulls | +The contents of the 9032 rows are as follows: + +| Rows | Contents | Rationale / coverage | +|-----------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| 0–1023 | base | Happy path: full vector, small frame-of-reference bit width, no exceptions | +| 1024–2047 | base, plus: NaN at 1024, 1500 and 2047 (three distinct bit patterns, see below), +Inf at 2000, βˆ’Inf at 2001, βˆ’0.0 at 2002, subnormal (`5e-324` double / `1e-45` float) at 2003 | NaN / Inf and sign/precision edge values via the exception mechanism; exceptions at exact vector boundaries; NaN payload preservation; statistics conventions (NaN excluded from min/max, Β±Inf included, `nan_count`, βˆ’0.0/+0.0 normalization) | +| 2048–3071 | base, plus: `3.141592653589793` at 2500 | Exactly one exception: the full-mantissa value cannot round-trip as a decimal, and nothing else in the vector is exceptional | +| 3072–4095 | base, plus: `44974934523.343` at 3100 and `-1243432432.3432` at 3711 | Large-magnitude values | +| 4096–5119 | every 2nd value full-mantissa random, rest base | Many (but not all) exceptions | +| 5120–6143 | all values full-mantissa random | All exceptions | +| 6144–7167 | base but with 4 decimal digits (e.g. `3.1416`) | Different exponent/factor than the other vectors | +| 7168–8191 | constant (all `7.77`) | `bit_width = 0` vectors | +| 8192–8999 | base, with nulls at every 100th row (8 nulls) | Partial vector + null handling | +| 9000–9031 | random integer-valued values in `[βˆ’8e18, 8e18]`, with exactly -8e18 at 9000 and 8e18 at 9001 | Max FOR length (64-bit) `bit_width`; (FLOAT columns as exceptions) | + +The three NaNs use distinct bit patterns so readers are checked for preserving +non-canonical NaN payloads (ALP stores exception values bit-exactly): + +| Row | DOUBLE bits | FLOAT bits | Description | +|------|----------------------|--------------|---------------------------------| +| 1024 | `0x7FF8000000000000` | `0x7FC00000` | Canonical quiet NaN | +| 1500 | `0x7FF800DEADBEEF00` | `0x7FC0DEAD` | Quiet NaN with payload | +| 2047 | `0xFFF8000000000001` | `0xFFC00001` | Negative quiet NaN with payload | + +The file has five row groups: + +| Row group | Rows | Contents | +|-----------|-----------|---------------------------------------------------------------------| +| 0 | 0–6143 | Base + all exception cases (6144 rows, 1546 exceptions per column) | +| 1 | 6144–7167 | 4-decimal-digit values (different exponent/factor) | +| 2 | 7168–8191 | Constant `7.77` (`bit_width = 0`) | +| 3 | 8192–8999 | Partial trailing vector with 8 nulls | +| 4 | 9000–9031 | Large-magnitude values | To check conformance of an `ALP` decoder, read each `ALP`-encoded column and compare the decoded values against the values from the corresponding -`PLAIN`-encoded column. The values should be bit-exact, including NaN and -`-0.0`. -======= +`PLAIN`-encoded column. The values should be match exactly (bitwise). + ## JSON and BSON logical types `json.parquet` and `bson.parquet` each contain a single optional `BYTE_ARRAY` @@ -751,4 +760,3 @@ Column annotations read back with pyarrow (both files: `null_count` = 1): json.parquet | physical: BYTE_ARRAY | logical: JSON | converted: JSON bson.parquet | physical: BYTE_ARRAY | logical: BSON | converted: BSON ``` ->>>>>>> origin/master