@dsnp/parquetjs
Version:
fully asynchronous, pure JavaScript implementation of the Parquet file format
122 lines (121 loc) • 5.11 kB
JavaScript
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;
;