2024-01-03 18:33:37 +00:00
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import { deserializeTCompactProtocol } from './thrift.js'
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2024-01-03 17:56:17 +00:00
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/**
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* Read parquet header, metadata, and schema information from a file
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2024-01-04 17:56:46 +00:00
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*
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2024-01-04 19:11:00 +00:00
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* @typedef {import("./types.d.ts").FileMetaData} FileMetaData
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2024-01-04 17:56:46 +00:00
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* @param {ArrayBuffer} arrayBuffer parquet file contents
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* @returns {FileMetaData} metadata object
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2024-01-03 17:56:17 +00:00
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*/
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2024-01-04 18:31:28 +00:00
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export function parquetMetadata(arrayBuffer) {
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2024-01-03 17:56:17 +00:00
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// DataView for easier manipulation of the buffer
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const view = new DataView(arrayBuffer)
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// Validate footer magic number "PAR1"
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if (view.byteLength < 8) {
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throw new Error('parquet file is too short')
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}
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if (view.getUint32(view.byteLength - 4, true) !== 0x31524150) {
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throw new Error('parquet file invalid magic number')
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}
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// Parquet files store metadata at the end of the file
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// Metadata length is 4 bytes before the last PAR1
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const metadataLengthOffset = view.byteLength - 8
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const metadataLength = view.getUint32(view.byteLength - 8, true)
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2024-01-12 22:35:20 +00:00
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if (metadataLength <= 0) {
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throw new Error('parquet invalid metadata length')
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2024-01-03 17:56:17 +00:00
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}
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2024-01-11 19:06:37 +00:00
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if (metadataLength > view.byteLength - 8) {
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2024-01-12 22:35:20 +00:00
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throw new Error('parquet metadata length exceeds buffer size')
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2024-01-11 19:06:37 +00:00
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}
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2024-01-03 17:56:17 +00:00
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const metadataOffset = metadataLengthOffset - metadataLength
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const metadataBuffer = view.buffer.slice(metadataOffset, metadataLengthOffset)
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const { value: metadata } = deserializeTCompactProtocol(metadataBuffer)
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// Parse parquet metadata from thrift data
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const version = metadata.field_1
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2024-01-04 18:31:28 +00:00
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const schema = metadata.field_2.map((/** @type {any} */ field) => ({
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2024-01-03 17:56:17 +00:00
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type: field.field_1,
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type_length: field.field_2,
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repetition_type: field.field_3,
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name: field.field_4,
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num_children: field.field_5,
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converted_type: field.field_6,
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scale: field.field_7,
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precision: field.field_8,
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field_id: field.field_9,
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}))
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const num_rows = metadata.field_3
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2024-01-04 18:31:28 +00:00
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const row_groups = metadata.field_4.map((/** @type {any} */ rowGroup) => ({
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columns: rowGroup.field_1.map((/** @type {any} */ column) => ({
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2024-01-03 17:56:17 +00:00
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file_path: column.field_1,
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file_offset: column.field_2,
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meta_data: column.field_3 && {
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type: column.field_3.field_1,
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encodings: column.field_3.field_2,
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path_in_schema: column.field_3.field_3,
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codec: column.field_3.field_4,
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num_values: column.field_3.field_5,
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total_uncompressed_size: column.field_3.field_6,
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total_compressed_size: column.field_3.field_7,
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key_value_metadata: column.field_3.field_8,
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data_page_offset: column.field_3.field_9,
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index_page_offset: column.field_3.field_10,
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dictionary_page_offset: column.field_3.field_11,
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statistics: column.field_3.field_12 && {
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max: column.field_3.field_12.field_1,
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min: column.field_3.field_12.field_2,
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null_count: column.field_3.field_12.field_3,
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distinct_count: column.field_3.field_12.field_4,
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},
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encoding_stats: column.field_3.field_13?.map((/** @type {any} */ encodingStat) => ({
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2024-01-03 17:56:17 +00:00
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page_type: encodingStat.field_1,
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encoding: encodingStat.field_2,
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count: encodingStat.field_3,
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})),
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},
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})),
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total_byte_size: rowGroup.field_2,
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num_rows: rowGroup.field_3,
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2024-01-04 18:31:28 +00:00
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sorting_columns: rowGroup.field_4?.map((/** @type {any} */ sortingColumn) => ({
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2024-01-03 17:56:17 +00:00
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column_idx: sortingColumn.field_1,
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descending: sortingColumn.field_2,
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nulls_first: sortingColumn.field_3,
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})),
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}))
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2024-01-04 18:31:28 +00:00
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const key_value_metadata = metadata.field_5?.map((/** @type {any} */ keyValue) => ({
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2024-01-03 17:56:17 +00:00
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key: keyValue.field_1,
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value: keyValue.field_2,
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}))
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const created_by = metadata.field_6
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return {
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version,
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schema,
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num_rows,
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row_groups,
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key_value_metadata,
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created_by,
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2024-01-12 22:35:20 +00:00
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metadata_length: metadataLength,
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2024-01-03 17:56:17 +00:00
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}
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}
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