From d4341b803e59f1dc5ea32a1548c249606a9857a9 Mon Sep 17 00:00:00 2001 From: Kenny Daniel Date: Thu, 29 Feb 2024 15:13:20 -0800 Subject: [PATCH] Delta byte array encoding --- README.md | 2 +- src/datapageV2.js | 9 +- src/delta.js | 25 + src/metadata.js | 2 +- src/thrift.js | 2 +- test/files/delta_byte_array.json | 11002 ++++++++++++++++ test/files/delta_byte_array.metadata.json | 333 + test/files/delta_byte_array.parquet | Bin 0 -> 68353 bytes .../files/delta_encoding_optional_column.json | 1902 +++ ...lta_encoding_optional_column.metadata.json | 624 + .../delta_encoding_optional_column.parquet | Bin 0 -> 11567 bytes .../files/delta_encoding_required_column.json | 1902 +++ ...lta_encoding_required_column.metadata.json | 746 ++ .../delta_encoding_required_column.parquet | Bin 0 -> 13528 bytes 14 files changed, 16543 insertions(+), 6 deletions(-) create mode 100644 test/files/delta_byte_array.json create mode 100644 test/files/delta_byte_array.metadata.json create mode 100644 test/files/delta_byte_array.parquet create mode 100644 test/files/delta_encoding_optional_column.json create mode 100644 test/files/delta_encoding_optional_column.metadata.json create mode 100644 test/files/delta_encoding_optional_column.parquet create mode 100644 test/files/delta_encoding_required_column.json create mode 100644 test/files/delta_encoding_required_column.metadata.json create mode 100644 test/files/delta_encoding_required_column.parquet diff --git a/README.md b/README.md index cf554b6..d8c39d9 100644 --- a/README.md +++ b/README.md @@ -181,7 +181,7 @@ Parquet encodings: - [X] RLE - [X] BIT_PACKED - [X] DELTA_BINARY_PACKED - - [ ] DELTA_BYTE_ARRAY + - [X] DELTA_BYTE_ARRAY - [ ] DELTA_LENGTH_BYTE_ARRAY - [ ] BYTE_STREAM_SPLIT diff --git a/src/datapageV2.js b/src/datapageV2.js index 9c652aa..4279f22 100644 --- a/src/datapageV2.js +++ b/src/datapageV2.js @@ -1,5 +1,5 @@ import { decompressPage } from './column.js' -import { deltaBinaryUnpack } from './delta.js' +import { deltaBinaryUnpack, deltaByteArray } from './delta.js' import { readRleBitPackedHybrid, widthFromMaxInt } from './encoding.js' import { readPlain } from './plain.js' import { getMaxDefinitionLevel, getMaxRepetitionLevel } from './schema.js' @@ -12,7 +12,7 @@ import { getMaxDefinitionLevel, getMaxRepetitionLevel } from './schema.js' * @typedef {import("./types.d.ts").Compressors} Compressors * @typedef {import("./types.d.ts").DataPageHeaderV2} DataPageHeaderV2 * @typedef {import("./types.d.ts").SchemaTree} SchemaTree - * @param {Uint8Array} compressedBytes raw page data (should already be decompressed) + * @param {Uint8Array} compressedBytes raw page data * @param {import("./types.d.ts").PageHeader} ph page header * @param {SchemaTree[]} schemaPath * @param {ColumnMetaData} columnMetadata @@ -46,7 +46,7 @@ export function readDataPageV2(compressedBytes, ph, schemaPath, columnMetadata, // read values based on encoding /** @type {import('./types.d.ts').DecodedArray} */ - let dataPage = [] + let dataPage const nValues = daph2.num_values - daph2.num_nulls if (daph2.encoding === 'PLAIN') { const { type_length } = schemaPath[schemaPath.length - 1].element @@ -67,6 +67,9 @@ export function readDataPageV2(compressedBytes, ph, schemaPath, columnMetadata, const int32 = columnMetadata.type === 'INT32' dataPage = int32 ? new Int32Array(nValues) : new BigInt64Array(nValues) deltaBinaryUnpack(pageReader, nValues, dataPage) + } else if (daph2.encoding === 'DELTA_BYTE_ARRAY') { + dataPage = new Array(nValues) + deltaByteArray(pageReader, nValues, dataPage) } else { throw new Error(`parquet unsupported encoding: ${daph2.encoding}`) } diff --git a/src/delta.js b/src/delta.js index 828880a..47ccc7b 100644 --- a/src/delta.js +++ b/src/delta.js @@ -60,3 +60,28 @@ export function deltaBinaryUnpack(reader, nValues, output) { } } } + +/** + * @param {DataReader} reader + * @param {number} nValues + * @param {Uint8Array[]} output + */ +export function deltaByteArray(reader, nValues, output) { + const prefixData = new Int32Array(nValues) + deltaBinaryUnpack(reader, nValues, prefixData) + const suffixData = new Int32Array(nValues) + deltaBinaryUnpack(reader, nValues, suffixData) + + for (let i = 0; i < nValues; i++) { + const suffix = new Uint8Array(reader.view.buffer, reader.view.byteOffset + reader.offset, suffixData[i]) + if (prefixData[i]) { + // copy from previous value + output[i] = new Uint8Array(prefixData[i] + suffixData[i]) + output[i].set(output[i - 1].subarray(0, prefixData[i])) + output[i].set(suffix, prefixData[i]) + } else { + output[i] = suffix + } + reader.offset += suffixData[i] + } +} diff --git a/src/metadata.js b/src/metadata.js index 46931c0..dbddae4 100644 --- a/src/metadata.js +++ b/src/metadata.js @@ -59,7 +59,7 @@ export async function parquetMetadataAsync(asyncBuffer, initialFetchSize = 1 << // combine initial fetch with the new slice const combinedBuffer = new ArrayBuffer(metadataLength + 8) const combinedView = new Uint8Array(combinedBuffer) - combinedView.set(new Uint8Array(metadataBuffer), 0) + combinedView.set(new Uint8Array(metadataBuffer)) combinedView.set(new Uint8Array(footerBuffer), footerOffset - metadataOffset) return parquetMetadata(combinedBuffer) } else { diff --git a/src/thrift.js b/src/thrift.js index 196a68d..f97d655 100644 --- a/src/thrift.js +++ b/src/thrift.js @@ -19,6 +19,7 @@ const CompactType = { /** * Parse TCompactProtocol * + * @typedef {import("./types.d.ts").DataReader} DataReader * @param {DataReader} reader * @returns {Record} */ @@ -119,7 +120,6 @@ function readElement(reader, type) { * 7-bit group with the 0 bit, prefixing the remaining 7-bit groups with the * 1 bit and encode the resulting bit-string as Little Endian. * - * @typedef {import("./types.d.ts").DataReader} DataReader * @param {DataReader} reader * @returns {number} value */ diff --git a/test/files/delta_byte_array.json b/test/files/delta_byte_array.json new file mode 100644 index 0000000..835634a --- /dev/null +++ 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