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@dsnp/parquetjs

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fully asynchronous, pure JavaScript implementation of the Parquet file format

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"use strict"; var __createBinding = (this && this.__createBinding) || (Object.create ? (function(o, m, k, k2) { if (k2 === undefined) k2 = k; var desc = Object.getOwnPropertyDescriptor(m, k); if (!desc || ("get" in desc ? !m.__esModule : desc.writable || desc.configurable)) { desc = { enumerable: true, get: function() { return m[k]; } }; } Object.defineProperty(o, k2, desc); }) : (function(o, m, k, k2) { if (k2 === undefined) k2 = k; o[k2] = m[k]; })); var __setModuleDefault = (this && this.__setModuleDefault) || (Object.create ? (function(o, v) { Object.defineProperty(o, "default", { enumerable: true, value: v }); }) : function(o, v) { o["default"] = v; }); var __importStar = (this && this.__importStar) || (function () { var ownKeys = function(o) { ownKeys = Object.getOwnPropertyNames || function (o) { var ar = []; for (var k in o) if (Object.prototype.hasOwnProperty.call(o, k)) ar[ar.length] = k; return ar; }; return ownKeys(o); }; return function (mod) { if (mod && mod.__esModule) return mod; var result = {}; if (mod != null) for (var k = ownKeys(mod), i = 0; i < k.length; i++) if (k[i] !== "default") __createBinding(result, mod, k[i]); __setModuleDefault(result, mod); return result; }; })(); var __importDefault = (this && this.__importDefault) || function (mod) { return (mod && mod.__esModule) ? mod : { "default": mod }; }; Object.defineProperty(exports, "__esModule", { value: true }); exports.getBloomFiltersFor = exports.siftAllByteOffsets = exports.parseBloomFilterOffsets = void 0; const parquet_util = __importStar(require("../util")); const parquet_types_1 = __importDefault(require("../../gen-nodejs/parquet_types")); const sbbf_1 = __importDefault(require("../bloom/sbbf")); const filterColumnChunksWithBloomFilters = (columnChunkDataCollection) => { return columnChunkDataCollection.filter((columnChunk) => { return columnChunk.column.meta_data?.bloom_filter_offset; }); }; const toInteger = (buffer) => { const integer = parseInt(buffer.toString('hex'), 16); if (integer >= Number.MAX_VALUE) { throw Error('Number exceeds Number.MAX_VALUE: Godspeed'); } return integer; }; const parseBloomFilterOffsets = (ColumnChunkDataCollection) => { return ColumnChunkDataCollection.map(({ rowGroupIndex, column }) => { const { bloom_filter_offset: bloomOffset, path_in_schema: pathInSchema } = column.meta_data || {}; return { offsetBytes: toInteger(bloomOffset.buffer), columnName: pathInSchema.join(','), rowGroupIndex, }; }); }; exports.parseBloomFilterOffsets = parseBloomFilterOffsets; const getBloomFilterHeader = async (offsetBytes, envelopeReader) => { const headerByteSizeEstimate = 200; let bloomFilterHeaderData; try { bloomFilterHeaderData = await envelopeReader.read(offsetBytes, headerByteSizeEstimate); } catch (e) { if (typeof e === 'string') throw new Error(e); else throw e; } const bloomFilterHeader = new parquet_types_1.default.BloomFilterHeader(); const sizeOfBloomFilterHeader = parquet_util.decodeThrift(bloomFilterHeader, bloomFilterHeaderData); return { bloomFilterHeader, sizeOfBloomFilterHeader, }; }; const readFilterData = async (offsetBytes, envelopeReader) => { const { bloomFilterHeader, sizeOfBloomFilterHeader } = await getBloomFilterHeader(offsetBytes, envelopeReader); const { numBytes: filterByteSize } = bloomFilterHeader; try { const filterBlocksOffset = offsetBytes + sizeOfBloomFilterHeader; const buffer = await envelopeReader.read(filterBlocksOffset, filterByteSize); return buffer; } catch (e) { if (typeof e === 'string') throw new Error(e); else throw e; } }; const readFilterDataFrom = (offsets, envelopeReader) => { return Promise.all(offsets.map((offset) => readFilterData(offset, envelopeReader))); }; const siftAllByteOffsets = (columnChunkDataCollection) => { return (0, exports.parseBloomFilterOffsets)(filterColumnChunksWithBloomFilters(columnChunkDataCollection)); }; exports.siftAllByteOffsets = siftAllByteOffsets; const getBloomFiltersFor = async (paths, envelopeReader) => { const columnChunkDataCollection = envelopeReader.getAllColumnChunkDataFor(paths); const bloomFilterOffsetData = (0, exports.siftAllByteOffsets)(columnChunkDataCollection); const offsetByteValues = bloomFilterOffsetData.map(({ offsetBytes }) => offsetBytes); const filterBlocksBuffers = await readFilterDataFrom(offsetByteValues, envelopeReader); return filterBlocksBuffers.map((buffer, index) => { const { columnName, rowGroupIndex } = bloomFilterOffsetData[index]; return { sbbf: sbbf_1.default.from(buffer), columnName, rowGroupIndex, }; }); }; exports.getBloomFiltersFor = getBloomFiltersFor;