From 8d34ac1ebff935770989c32fa2a2a863769257d6 Mon Sep 17 00:00:00 2001 From: Wil Wade Date: Thu, 18 Jan 2024 19:07:33 -0500 Subject: [PATCH] Reference Tests and Breaking Change: Optional nullable fields are now null instead of undefined (#114) Problem ======= We wanted to add tests for all the tests in https://github.com/apache/parquet-testing ### Discovered Bugs - We treated nulls as undefined, but others don't - We incorrectly processed dictionary_page_offset >= 0 instead of only > 0 Solution ======== - Added new test that automatically tests all files: `test/reference-test/read-all.test.ts` - Fixed found bugs with @shannonwells Steps to Verify: ---------------- 1. Run the tests 1. Comment out the bug fixes and see reference test files fail --- .gitignore | 3 +- lib/reader.ts | 5 +- lib/shred.ts | 2 + test/integration.js | 13 +++-- test/reference-test/README.md | 12 +++++ .../files/alltypes_dictionary.parquet | Bin 0 -> 1698 bytes .../files/alltypes_plain.parquet | Bin 0 -> 1851 bytes .../files/alltypes_plain.snappy.parquet | Bin 0 -> 1736 bytes .../files/alltypes_tiny_pages.parquet | Bin 0 -> 454233 bytes .../files/alltypes_tiny_pages_plain.parquet | Bin 0 -> 811756 bytes test/reference-test/files/binary.parquet | Bin 0 -> 478 bytes .../files/byte_array_decimal.parquet | Bin 0 -> 324 bytes .../files/byte_stream_split.zstd.parquet | Bin 0 -> 4104 bytes .../files/concatenated_gzip_members.parquet | Bin 0 -> 1647 bytes .../data_index_bloom_encoding_stats.parquet | Bin 0 -> 1643 bytes ...a_index_bloom_encoding_with_length.parquet | Bin 0 -> 2885 bytes .../datapage_v1-corrupt-checksum.parquet | Bin 0 -> 41421 bytes ...page_v1-snappy-compressed-checksum.parquet | Bin 0 -> 3380 bytes .../datapage_v1-uncompressed-checksum.parquet | Bin 0 -> 41421 bytes .../files/datapage_v2.snappy.parquet | Bin 0 -> 1165 bytes .../files/delta_binary_packed.parquet | Bin 0 -> 72971 bytes .../files/delta_byte_array.parquet | Bin 0 -> 68353 bytes .../delta_encoding_optional_column.parquet | Bin 0 -> 11567 bytes .../delta_encoding_required_column.parquet | Bin 0 -> 13528 bytes .../files/delta_length_byte_array.parquet | Bin 0 -> 3072 bytes .../files/dict-page-offset-zero.parquet | Bin 0 -> 635 bytes .../files/fixed_length_byte_array.parquet | Bin 0 -> 4335 bytes .../files/fixed_length_decimal.parquet | Bin 0 -> 677 bytes .../files/fixed_length_decimal_legacy.parquet | Bin 0 -> 537 bytes .../files/float16_nonzeros_and_nans.parquet | Bin 0 -> 501 bytes .../files/float16_zeros_and_nans.parquet | Bin 0 -> 489 bytes .../files/hadoop_lz4_compressed.parquet | Bin 0 -> 702 bytes .../hadoop_lz4_compressed_larger.parquet | Bin 0 -> 358859 bytes .../files/int32_decimal.parquet | Bin 0 -> 478 bytes .../files/int32_with_null_pages.parquet | Bin 0 -> 3829 bytes .../files/int64_decimal.parquet | Bin 0 -> 591 bytes .../files/large_string_map.brotli.parquet | Bin 0 -> 4325 bytes .../reference-test/files/list_columns.parquet | Bin 0 -> 2526 bytes .../files/lz4_raw_compressed.parquet | Bin 0 -> 797 bytes .../files/lz4_raw_compressed_larger.parquet | Bin 0 -> 380836 bytes .../reference-test/files/nan_in_stats.parquet | Bin 0 -> 329 bytes .../files/nation.dict-malformed.parquet | Bin 0 -> 2850 bytes .../files/nested_lists.snappy.parquet | Bin 0 -> 881 bytes .../files/nested_maps.snappy.parquet | Bin 0 -> 1324 bytes .../files/nested_structs.rust.parquet | Bin 0 -> 53040 bytes .../files/non_hadoop_lz4_compressed.parquet | Bin 0 -> 1228 bytes .../files/nonnullable.impala.parquet | Bin 0 -> 3186 bytes test/reference-test/files/null_list.parquet | Bin 0 -> 502 bytes .../files/nullable.impala.parquet | Bin 0 -> 3896 bytes .../reference-test/files/nulls.snappy.parquet | Bin 0 -> 461 bytes .../files/overflow_i16_page_cnt.parquet | Bin 0 -> 720456 bytes .../plain-dict-uncompressed-checksum.parquet | Bin 0 -> 816 bytes .../files/repeated_no_annotation.parquet | Bin 0 -> 662 bytes .../files/rle-dict-snappy-checksum.parquet | Bin 0 -> 822 bytes ...dict-uncompressed-corrupt-checksum.parquet | Bin 0 -> 814 bytes .../files/rle_boolean_encoding.parquet | Bin 0 -> 192 bytes test/reference-test/files/single_nan.parquet | Bin 0 -> 660 bytes test/reference-test/read-all.test.ts | 50 ++++++++++++++++++ test/shred.js | 6 +-- test/test-files.js | 14 +++-- 60 files changed, 92 insertions(+), 13 deletions(-) create mode 100644 test/reference-test/README.md create mode 100755 test/reference-test/files/alltypes_dictionary.parquet create mode 100755 test/reference-test/files/alltypes_plain.parquet create mode 100755 test/reference-test/files/alltypes_plain.snappy.parquet create mode 100644 test/reference-test/files/alltypes_tiny_pages.parquet create mode 100644 test/reference-test/files/alltypes_tiny_pages_plain.parquet create mode 100644 test/reference-test/files/binary.parquet create mode 100644 test/reference-test/files/byte_array_decimal.parquet create mode 100644 test/reference-test/files/byte_stream_split.zstd.parquet create mode 100644 test/reference-test/files/concatenated_gzip_members.parquet create mode 100644 test/reference-test/files/data_index_bloom_encoding_stats.parquet create mode 100644 test/reference-test/files/data_index_bloom_encoding_with_length.parquet create mode 100644 test/reference-test/files/datapage_v1-corrupt-checksum.parquet create mode 100644 test/reference-test/files/datapage_v1-snappy-compressed-checksum.parquet create mode 100644 test/reference-test/files/datapage_v1-uncompressed-checksum.parquet create mode 100644 test/reference-test/files/datapage_v2.snappy.parquet create mode 100644 test/reference-test/files/delta_binary_packed.parquet create mode 100644 test/reference-test/files/delta_byte_array.parquet create mode 100644 test/reference-test/files/delta_encoding_optional_column.parquet create mode 100644 test/reference-test/files/delta_encoding_required_column.parquet create mode 100644 test/reference-test/files/delta_length_byte_array.parquet create mode 100644 test/reference-test/files/dict-page-offset-zero.parquet create mode 100644 test/reference-test/files/fixed_length_byte_array.parquet create mode 100644 test/reference-test/files/fixed_length_decimal.parquet create mode 100644 test/reference-test/files/fixed_length_decimal_legacy.parquet create mode 100644 test/reference-test/files/float16_nonzeros_and_nans.parquet create mode 100644 test/reference-test/files/float16_zeros_and_nans.parquet create mode 100644 test/reference-test/files/hadoop_lz4_compressed.parquet create mode 100644 test/reference-test/files/hadoop_lz4_compressed_larger.parquet create mode 100644 test/reference-test/files/int32_decimal.parquet create mode 100644 test/reference-test/files/int32_with_null_pages.parquet create mode 100644 test/reference-test/files/int64_decimal.parquet create mode 100644 test/reference-test/files/large_string_map.brotli.parquet create mode 100644 test/reference-test/files/list_columns.parquet create mode 100644 test/reference-test/files/lz4_raw_compressed.parquet create mode 100644 test/reference-test/files/lz4_raw_compressed_larger.parquet create mode 100755 test/reference-test/files/nan_in_stats.parquet create mode 100644 test/reference-test/files/nation.dict-malformed.parquet create mode 100644 test/reference-test/files/nested_lists.snappy.parquet create mode 100644 test/reference-test/files/nested_maps.snappy.parquet create mode 100644 test/reference-test/files/nested_structs.rust.parquet create mode 100644 test/reference-test/files/non_hadoop_lz4_compressed.parquet create mode 100644 test/reference-test/files/nonnullable.impala.parquet create mode 100644 test/reference-test/files/null_list.parquet create mode 100644 test/reference-test/files/nullable.impala.parquet create mode 100644 test/reference-test/files/nulls.snappy.parquet create mode 100644 test/reference-test/files/overflow_i16_page_cnt.parquet create mode 100644 test/reference-test/files/plain-dict-uncompressed-checksum.parquet create mode 100644 test/reference-test/files/repeated_no_annotation.parquet create mode 100644 test/reference-test/files/rle-dict-snappy-checksum.parquet create mode 100644 test/reference-test/files/rle-dict-uncompressed-corrupt-checksum.parquet create mode 100644 test/reference-test/files/rle_boolean_encoding.parquet create mode 100644 test/reference-test/files/single_nan.parquet create mode 100644 test/reference-test/read-all.test.ts diff --git a/.gitignore b/.gitignore index 3972ba99..5ffd9c3e 100644 --- a/.gitignore +++ b/.gitignore @@ -5,5 +5,6 @@ npm-debug.log .nyc_output dist !test/test-files/*.parquet +!test/reference-test/files/*.parquet examples/server/package-lock.json -test/browser/*.js \ No newline at end of file +test/browser/*.js diff --git a/lib/reader.ts b/lib/reader.ts index 1be3ad48..4e7d15d1 100644 --- a/lib/reader.ts +++ b/lib/reader.ts @@ -672,8 +672,9 @@ export class ParquetEnvelopeReader { num_values: metadata.num_values }); - if (metadata.dictionary_page_offset) { - const offset = +metadata.dictionary_page_offset; + // If this exists and is greater than zero then we need to have an offset + if (metadata.dictionary_page_offset && +metadata.dictionary_page_offset > 0) { + const offset: number = +metadata.dictionary_page_offset; const size = Math.min(+this.fileSize - offset, this.default_dictionary_size); await this.read(offset, size, colChunk.file_path).then(async (buffer: Buffer) => { diff --git a/lib/shred.ts b/lib/shred.ts index 518aff8b..723a32a3 100644 --- a/lib/shred.ts +++ b/lib/shred.ts @@ -227,6 +227,8 @@ function materializeRecordField(record: Record, branch: Array

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b/test/reference-test/read-all.test.ts new file mode 100644 index 00000000..ee33f46f --- /dev/null +++ b/test/reference-test/read-all.test.ts @@ -0,0 +1,50 @@ +import { expect } from "chai"; +import path from "node:path"; +import fs from "node:fs"; + +import parquet from '../../parquet'; + +// Used for testing a single file. Example: +// const onlyTest = 'single_nan.parquet'; +const onlyTest = null; + +// Test files currently unsupported / needing separate test +const unsupported = [ + 'byte_stream_split.zstd.parquet', // ZSTD unsupported + 'hadoop_lz4_compressed.parquet', // LZ4 unsupported + 'hadoop_lz4_compressed_larger.parquet', // LZ4 unsupported + 'lz4_raw_compressed.parquet', // LZ4_RAW unsupported + 'lz4_raw_compressed_larger.parquet', // LZ4_RAW unsupported + 'nested_structs.rust.parquet', // ZSTD unsupported + 'non_hadoop_lz4_compressed.parquet', // ZSTD unsupported + 'rle_boolean_encoding.parquet', // BUG?: https://github.com/LibertyDSNP/parquetjs/issues/113 + 'datapage_v2.snappy.parquet', // DELTA_BINARY_PACKED unsupported + 'delta_binary_packed.parquet', // DELTA_BINARY_PACKED unsupported + 'delta_byte_array.parquet', // DELTA_BYTE_ARRAY unsupported + 'delta_encoding_optional_column.parquet', // DELTA_BINARY_PACKED unsupported + 'delta_encoding_required_column.parquet', // DELTA_BINARY_PACKED unsupported + 'delta_length_byte_array.parquet', // ZSTD unsupported, DELTA_BINARY_PACKED unsupported + 'float16_nonzeros_and_nans.parquet', // missing option: typeLength (required for FIXED_LEN_BYTE_ARRAY) + 'float16_zeros_and_nans.parquet', // missing option: typeLength (required for FIXED_LEN_BYTE_ARRAY) + 'large_string_map.brotli.parquet', // BUG? +]; + +describe("Read Test for all files", function () { + + const listOfFiles = fs.readdirSync(path.join(__dirname, 'files')) + .filter(x => x.endsWith(".parquet") && !unsupported.includes(x)); + + for (const filename of listOfFiles) { + if (onlyTest && onlyTest !== filename) continue; + it(`Reading ${filename}`, async function () { + const reader = await parquet.ParquetReader.openFile(path.join(__dirname, 'files', filename)); + const schema = reader.getSchema(); + expect(schema.fieldList).to.have.length.greaterThan(0); + const cursor = reader.getCursor(); + const record = await cursor.next() as any; + // Expect the same keys as top-level fields + const expectedRecordKeys = schema.fieldList.filter(x => x.path.length === 1).map(x => x.name); + expect(Object.keys(record)).to.deep.equal(expectedRecordKeys); + }) + } +}); diff --git a/test/shred.js b/test/shred.js index 9fed2ab5..593285c9 100644 --- a/test/shred.js +++ b/test/shred.js @@ -498,11 +498,11 @@ describe('ParquetShredder', function() { assert.deepEqual( records[2], - { name: "kiwi", price: 99.0 }); + { name: "kiwi", price: 99.0, stock: null }); assert.deepEqual( records[3], - { name: "banana", stock: [{ warehouse: "C" }], price: 42.0 }); + { name: "banana", stock: [{ quantity: null, warehouse: "C" }], price: 42.0 }); }); it('should materialize a static nested record with blank optional value', function() { @@ -549,7 +549,7 @@ describe('ParquetShredder', function() { assert.deepEqual( records[0], - { fruit: { name: "apple" } }); + { fruit: { name: "apple", colour: null } }); }); diff --git a/test/test-files.js b/test/test-files.js index 39a11df6..4654bfbc 100644 --- a/test/test-files.js +++ b/test/test-files.js @@ -109,7 +109,7 @@ describe('test-files', function() { it('test-converted-type-null.parquet loads', async function() { const data = await readData('test-converted-type-null.parquet'); - assert.deepEqual(data,[{foo: 'bar'},{}]); + assert.deepEqual(data,[{foo: 'bar'},{foo: null}]); }); it('test-enum-type.parquet loads', async function() { @@ -119,12 +119,20 @@ describe('test-files', function() { it('test-null-dictionary.parquet loads', async function() { const data = await readData('test-null-dictionary.parquet'); - assert.deepEqual(data,[].concat.apply([{}],[...Array(3)].map( () => ([{foo: 'bar'}, {foo: 'baz'}])))); + assert.deepEqual( + data, + [ + { foo: null }, + { foo: 'bar' }, { foo: 'baz' }, + { foo: 'bar' }, { foo: 'baz' }, + { foo: 'bar' }, { foo: 'baz' } + ] + ); }); it('test-null.parquet loads', async function() { const data = await readData('test-null.parquet'); - assert.deepEqual(data,[{foo: 1, bar: 2},{foo: 1}]); + assert.deepEqual(data,[{foo: 1, bar: 2},{foo: 1, bar: null}]); }); it('test.parquet loads', async function() {