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 +++ b/test/files/delta_byte_array.json @@ -0,0 +1,11002 @@ +[ + [ + "AAAAAAAAIODAAAAA", + "Sir", + "Mark", + "Bailey", + "N", + "MOROCCO", + null, + "Mark.Bailey@rg9qCNVJ0s7qeY.com", + "2452443" + ], + [ + "AAAAAAAAHODAAAAA", + "Mrs.", + "Lisa", + "Clark", + "Y", + "ITALY", + null, + "Lisa.Clark@goPYS4tMB0.org", + "2452646" + ], + [ + "AAAAAAAAGODAAAAA", + "Ms.", + "Evelyn", + "Joyner", + "N", + "TUVALU", + null, + "Evelyn.Joyner@ialYx1zLN.edu", + "2452439" + ], + [ + "AAAAAAAAFODAAAAA", + "Sir", + "Harvey", + null, + "N", + null, + null, + "Harvey.Stanford@sl59JiHqrp8X.org", + "2452632" + ], + [ + "AAAAAAAAEODAAAAA", + "Dr.", + "Chris", + "Davis", + "Y", + "ALBANIA", + null, + "Chris.Davis@k6S3Q.com", + "2452570" + ], + [ + "AAAAAAAADODAAAAA", + "Sir", + "Richie", + "Smith", + "Y", + "BERMUDA", + null, + "Richie.Smith@Z9FqyaNxVVr.com", + "2452612" + ], + [ + "AAAAAAAACODAAAAA", + null, + "Geneva", + "Archie", + null, + null, + null, + "Geneva.Archie@eXycmPJO0e.edu", + "2452637" + ], + [ + "AAAAAAAABODAAAAA", + "Mr.", + "Joseph", + "Fountain", + "Y", + "PERU", + null, + "Joseph.Fountain@9iBf4kl8dSfsfr.com", + "2452511" + ], + [ + "AAAAAAAAAODAAAAA", + "Mrs.", + "Elnora", + "Dabney", + "N", + "ITALY", + null, + "Elnora.Dabney@NUVhk1lGbprY4s.com", + "2452344" + ], + [ + "AAAAAAAAPNDAAAAA", + "Sir", + "William", + "Aleman", + "Y", + "LUXEMBOURG", + null, + "William.Aleman@cGd246jZI7Dt2.com", + 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