From a3e866d12b5999d053d7184d914257128526a72e Mon Sep 17 00:00:00 2001 From: Curt Hagenlocher Date: Thu, 13 Aug 2026 05:20:52 -0700 Subject: [PATCH] Add FSST test files covering both symbol table variants MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit FSST (parquet-format#531) is in its final phases and needs working implementations to validate that implementers read the wire format the same way. These files are one implementation's output, offered for that purpose, in the same spirit as the ALP files in #100 and #119. Two files, identical data, differing only in compression: the symbol table page carries its own is_compressed flag, so a reader that ignores it passes one file and fails the other. Six columns per row group, all holding the same values: a reference pair encoded with DELTA_LENGTH_BYTE_ARRAY, an FSST pair (8-bit codes) and an FSST_16 pair (16-bit codes). A decoder bit-compares the FSST columns against the reference columns, so the files need no expected data alongside them. Four row groups, each training its own symbol table: URLs, NULLs and empty strings, escape-forcing values, and long values. Across the file that gives 104 data pages, 88 with DELTA_BINARY_PACKED offset arrays and 16 with PLAIN, and 110 escape sequences. The README records the two places the file reflects a reading of the proposal rather than its explicit text — the PageHeader field id for symbol_table_page_header, and the FSST_16 escape framing — so that a diverging implementation knows where to look. It also records the one gap: no FSST_16 column contains an escape, because the generating implementation's 16-bit tables always hold all 256 single-byte symbols. --- data/README.md | 82 +++++++++++++++++++++++++++++++++++++++++ data/fsst.parquet | Bin 0 -> 182182 bytes data/fsst.zstd.parquet | Bin 0 -> 80327 bytes 3 files changed, 82 insertions(+) create mode 100644 data/fsst.parquet create mode 100644 data/fsst.zstd.parquet diff --git a/data/README.md b/data/README.md index ea93558..ccf5341 100644 --- a/data/README.md +++ b/data/README.md @@ -65,6 +65,8 @@ | 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)).| | json.parquet | A single optional BYTE_ARRAY column annotated with the JSON logical type (also carries the legacy converted type JSON). Four rows: `{"a":1}`, `{"a":1,"b":null}` (null field value inside a non-null document), `[1,null,3]` (null element inside an array), and a NULL row. See [note](#json-and-bson-logical-types) below. | | bson.parquet | A single optional BYTE_ARRAY column annotated with the BSON logical type (also carries the legacy converted type BSON). Three rows: BSON `{"a":1}`, `{"a":1,"b":null}` (null field value inside a non-null document), and a NULL row. See [note](#json-and-bson-logical-types) below. | +| fsst.parquet | BYTE_ARRAY columns encoded with FSST, in both the `FSST` (8-bit codes) and `FSST_16` (16-bit codes) symbol table variants, alongside conventionally-encoded columns holding the same values. See [note](#fsst-encoding) below | +| fsst.zstd.parquet | As `fsst.parquet`, but with zstd compression, so the symbol table pages carry `is_compressed = true`. See [note](#fsst-encoding) below | TODO: Document what each file is in the table above. @@ -696,3 +698,83 @@ 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 ``` + +## FSST encoding + +`fsst.parquet` and `fsst.zstd.parquet` contain BYTE_ARRAY columns encoded with +[FSST](https://github.com/apache/parquet-format/issues/531) (`FSST = 11`), covering both +symbol table variants the proposal defines: `FSST` (8-bit codes) and `FSST_16` (16-bit codes). +They were created with the generator in +[EngineeredWood](https://github.com/clast-project/engineered-wood) (`ew-test-tool +create_fsst_test_file`), from a synthetic seeded corpus, so they are reproducible from source +and carry no third-party licensing. + +The two files hold identical data and differ only in compression, because the symbol table +page carries its own `is_compressed` flag: in `fsst.parquet` that flag is false and the page +body is plain, while in `fsst.zstd.parquet` it is true and the body must be decompressed with +the column chunk's codec. A reader that ignores the flag passes one file and fails the other. + +### Columns + +All six columns hold the **same values** in every row group, so a decoder can bit-compare the +FSST columns against the conventionally-encoded ones without any expected data alongside the +file. This is the intended conformance check. + +| Column | Encoding | Rationale / coverage | +|---|---|---| +| `string_reference`, `binary_reference` | `DELTA_LENGTH_BYTE_ARRAY` | In-file reference: readers bit-compare the FSST columns against these | +| `string_fsst`, `binary_fsst` | `FSST`, 8-bit symbol table | The 1-byte code path, escape marker 255 | +| `string_fsst16`, `binary_fsst16` | `FSST`, 16-bit symbol table | The 2-byte code path; only the symbol table page's `type` field distinguishes it | + +The `string_*` columns are annotated UTF-8; the `binary_*` columns are unannotated BYTE_ARRAY +and carry bytes that are not valid UTF-8. + +### Row groups + +Each row group trains its own symbol table, so the file contains sixteen distinct symbol +table pages rather than one. + +| Row group | Rows | Contents | Rationale / coverage | +|---|---|---|---| +| 0 | 400 | High-cardinality URLs | Happy path: 14 data pages per chunk sharing one symbol table (196 symbols for `FSST`, 559 for `FSST_16`) | +| 1 | 240 | Log lines, with NULLs every 7th row and empty strings every 5th | Zero-length values and definition levels alongside FSST pages | +| 2 | 200 | Session strings, every 9th carrying a byte the table cannot cover | Escape sequences — the rare bytes are rare on purpose, since a byte present in every value is simply learned as a symbol and never escaped | +| 3 | 16 | Path-like values of ~400 bytes | Few values per page, which is where a PLAIN offset array beats a DELTA_BINARY_PACKED one | + +Across the file: **104 data pages — 88 with DELTA_BINARY_PACKED offset arrays and 16 with +PLAIN** (all of row group 3), and **181 escape sequences**. + +### Verifying a decoder + +Read each FSST-encoded column and compare it against the corresponding reference column. The +values must match exactly, including NULLs and zero-length values. + +Note that this file exercises the reader's *tolerance* of both offset array encodings and both +symbol table types, but a reader that only implements `FSST` and rejects `FSST_16` can still +pass on four of the six columns — check that all six decode. + +### Assumptions this file makes + +Two parts of the wire format below are not pinned down by the proposal text at the time of +writing, so this file reflects one reading of it. Both are recorded here so that an +implementation whose output diverges knows immediately where to look, rather than +bisecting bytes: + +- **`PageHeader` field id for `symbol_table_page_header`.** The proposal defines the + `SYMBOL_TABLE_PAGE` page type and the `SymbolTablePageHeader` struct, but does not say which + `PageHeader` field carries the struct. These files use **9**, the next free id after + `data_page_header_v2 = 8`. Raised on + [parquet-format#531](https://github.com/apache/parquet-format/issues/531). +- **The `FSST_16` escape framing.** These files write the escape as the marker `65535` + followed by the literal byte widened to a little-endian `uint16` — four bytes in total — + which is what §5.3's 4x worst-case expansion implies. The 8-bit variant's literal is a + single raw byte, so the two variants are asymmetric here, and a reading of marker + 1-byte + literal (3x) would also be self-consistent. + +### Known gap + +**No `FSST_16` column in either file contains an escape sequence**, so `FSST_16` escape +decoding is not exercised. This is not an oversight in the corpus: the 16-bit tables produced +by the generating implementation always contain all 256 single-byte symbols, so no input byte +is ever left to escape. 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