mirror of
https://github.com/asadbek064/hyparquet-writer.git
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244 lines
7.1 KiB
JavaScript
244 lines
7.1 KiB
JavaScript
import { parquetMetadata } from 'hyparquet'
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import { describe, expect, it } from 'vitest'
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import { ByteWriter } from '../src/bytewriter.js'
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import { logicalType, writeMetadata } from '../src/metadata.js'
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/**
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* @import {FileMetaData, LogicalType} from 'hyparquet'
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* @import {ThriftObject} from '../src/types.js'
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* @type {FileMetaData}
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*/
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export const exampleMetadata = {
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version: 2,
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created_by: 'hyparquet',
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schema: [
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{ name: 'root', num_children: 7 },
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{ name: 'bool', type: 'BOOLEAN', repetition_type: 'REQUIRED' },
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{ name: 'int', type: 'INT32', repetition_type: 'REQUIRED' },
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{ name: 'bigint', type: 'INT64', repetition_type: 'REQUIRED' },
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{ name: 'float', type: 'FLOAT', repetition_type: 'REQUIRED' },
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{ name: 'double', type: 'DOUBLE', repetition_type: 'REQUIRED' },
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{ name: 'string', type: 'BYTE_ARRAY', repetition_type: 'REQUIRED', converted_type: 'UTF8' },
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{ name: 'nullable', type: 'BOOLEAN', repetition_type: 'OPTIONAL' },
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],
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num_rows: 4n,
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row_groups: [{
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columns: [
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{
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file_path: 'bool',
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file_offset: 4n,
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meta_data: {
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type: 'BOOLEAN',
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encodings: ['PLAIN'],
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path_in_schema: ['bool'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 24n,
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total_compressed_size: 24n,
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data_page_offset: 4n,
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statistics: {
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null_count: 0n,
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min_value: false,
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max_value: true,
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},
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},
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},
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{
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file_path: 'int',
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file_offset: 28n,
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meta_data: {
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type: 'INT32',
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encodings: ['PLAIN'],
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path_in_schema: ['int'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 39n,
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total_compressed_size: 39n,
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data_page_offset: 28n,
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statistics: {
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null_count: 0n,
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min_value: 0,
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max_value: 0x7fffffff,
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},
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},
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},
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{
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file_path: 'bigint',
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file_offset: 67n,
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meta_data: {
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type: 'INT64',
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encodings: ['PLAIN'],
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path_in_schema: ['bigint'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 43n,
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total_compressed_size: 43n,
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data_page_offset: 67n,
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statistics: {
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null_count: 0n,
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min_value: 0n,
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max_value: 0x7fffffffffffffffn,
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},
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},
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},
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{
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file_path: 'float',
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file_offset: 110n,
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meta_data: {
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type: 'FLOAT',
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encodings: ['PLAIN'],
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path_in_schema: ['float'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 39n,
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total_compressed_size: 39n,
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data_page_offset: 110n,
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statistics: {
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null_count: 0n,
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min_value: 0,
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max_value: Infinity,
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},
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},
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},
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{
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file_path: 'double',
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file_offset: 149n,
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meta_data: {
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type: 'DOUBLE',
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encodings: ['PLAIN'],
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path_in_schema: ['double'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 51n,
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total_compressed_size: 51n,
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data_page_offset: 149n,
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statistics: {
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null_count: 0n,
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min_value: 0,
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max_value: 1e100,
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},
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},
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},
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{
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file_path: 'string',
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file_offset: 200n,
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meta_data: {
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type: 'BYTE_ARRAY',
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encodings: ['PLAIN'],
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path_in_schema: ['string'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 42n,
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total_compressed_size: 42n,
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data_page_offset: 200n,
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statistics: {
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null_count: 0n,
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min_value: 'a',
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max_value: 'd',
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},
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},
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},
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{
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file_path: 'nullable',
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file_offset: 242n,
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meta_data: {
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type: 'BOOLEAN',
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encodings: ['PLAIN'],
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path_in_schema: ['nullable'],
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codec: 'SNAPPY',
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num_values: 4n,
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total_uncompressed_size: 26n,
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total_compressed_size: 26n,
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data_page_offset: 242n,
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statistics: {
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null_count: 2n,
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min_value: false,
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max_value: true,
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},
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},
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},
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],
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total_byte_size: 264n,
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num_rows: 4n,
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}],
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metadata_length: 497,
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}
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describe('writeMetadata', () => {
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it('writes metadata and parses in hyparquet', () => {
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const writer = new ByteWriter()
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// write header PAR1
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writer.appendUint32(0x31524150)
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// write metadata
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/** @type {FileMetaData} */
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const withKvMetadata = {
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...exampleMetadata,
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key_value_metadata: [
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{ key: 'key1', value: 'value1' },
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{ key: 'key2', value: 'value2' },
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],
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metadata_length: 529,
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}
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writeMetadata(writer, withKvMetadata)
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// write footer PAR1
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writer.appendUint32(0x31524150)
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const file = writer.getBuffer()
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const outputMetadata = parquetMetadata(file)
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expect(outputMetadata).toEqual(withKvMetadata)
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})
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})
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describe('logicalType', () => {
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it('returns undefined when given undefined', () => {
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expect(logicalType(undefined)).toBeUndefined()
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})
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it('returns correct object for known types', () => {
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/** @type {{ input: LogicalType, expected: ThriftObject }[]} */
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const testCases = [
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{ input: { type: 'STRING' }, expected: { field_1: {} } },
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{ input: { type: 'MAP' }, expected: { field_2: {} } },
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{ input: { type: 'LIST' }, expected: { field_3: {} } },
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{ input: { type: 'ENUM' }, expected: { field_4: {} } },
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{
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input: { type: 'DECIMAL', scale: 2, precision: 5 },
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expected: { field_5: { field_1: 2, field_2: 5 } },
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},
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{ input: { type: 'DATE' }, expected: { field_6: {} } },
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{
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input: { type: 'TIME', isAdjustedToUTC: true, unit: 'MILLIS' },
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expected: { field_7: { field_1: true, field_2: { field_1: {} } } },
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},
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{
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input: { type: 'TIMESTAMP', isAdjustedToUTC: false, unit: 'MICROS' },
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expected: { field_8: { field_1: false, field_2: { field_2: {} } } },
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},
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{
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input: { type: 'TIMESTAMP', isAdjustedToUTC: false, unit: 'NANOS' },
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expected: { field_8: { field_1: false, field_2: { field_3: {} } } },
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},
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{
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input: { type: 'INTEGER', bitWidth: 32, isSigned: true },
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expected: { field_10: { field_1: 32, field_2: true } },
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},
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{ input: { type: 'NULL' }, expected: { field_11: {} } },
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{ input: { type: 'JSON' }, expected: { field_12: {} } },
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{ input: { type: 'BSON' }, expected: { field_13: {} } },
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{ input: { type: 'UUID' }, expected: { field_14: {} } },
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{ input: { type: 'FLOAT16' }, expected: { field_15: {} } },
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{ input: { type: 'VARIANT' }, expected: { field_16: {} } },
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{ input: { type: 'GEOMETRY' }, expected: { field_17: {} } },
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{ input: { type: 'GEOGRAPHY' }, expected: { field_18: {} } },
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]
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testCases.forEach(({ input, expected }) => {
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expect(logicalType(input)).toEqual(expected)
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})
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})
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})
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