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apache-arrow

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// Licensed to the Apache Software Foundation (ASF) under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you under the Apache License, Version 2.0 (the // "License"); you may not use this file except in compliance // with the License. You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, // software distributed under the License is distributed on an // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY // KIND, either express or implied. See the License for the // specific language governing permissions and limitations // under the License. import { Field } from './schema.js'; import { Vector } from './vector.js'; import { MapRow } from './row/map.js'; import { StructRow, StructRowProxy } from './row/struct.js'; import { ArrayCtor, BigIntArrayConstructor, TypedArrayConstructor } from './interfaces.js'; import { bigIntToNumber } from './util/bigint.js'; import { Type, Precision, UnionMode, DateUnit, TimeUnit, IntervalUnit } from './enum.js'; /** @ignore */ export type TimeBitWidth = 32 | 64; /** @ignore */ export type IntBitWidth = 8 | 16 | 32 | 64; /** @ignore */ export type IsSigned = { 'true': true; 'false': false }; export interface DataType<TType extends Type = Type, TChildren extends TypeMap = any> { readonly TType: TType; readonly TArray: any; readonly TOffsetArray: any; readonly TValue: any; readonly TChildren: TChildren; readonly ArrayType: any; readonly OffsetArrayType: ArrayCtor<Int32Array | BigInt64Array>; readonly children: Field<TChildren[keyof TChildren]>[]; } /** * An abstract base class for classes that encapsulate metadata about each of * the logical types that Arrow can represent. */ export abstract class DataType<TType extends Type = Type, TChildren extends TypeMap = any> { declare public [Symbol.toStringTag]: string; /** @nocollapse */ static isNull(x: any): x is Null { return x?.typeId === Type.Null; } /** @nocollapse */ static isInt(x: any): x is Int_ { return x?.typeId === Type.Int; } /** @nocollapse */ static isFloat(x: any): x is Float { return x?.typeId === Type.Float; } /** @nocollapse */ static isBinary(x: any): x is Binary { return x?.typeId === Type.Binary; } /** @nocollapse */ static isLargeBinary(x: any): x is LargeBinary { return x?.typeId === Type.LargeBinary; } /** @nocollapse */ static isUtf8(x: any): x is Utf8 { return x?.typeId === Type.Utf8; } /** @nocollapse */ static isLargeUtf8(x: any): x is LargeUtf8 { return x?.typeId === Type.LargeUtf8; } /** @nocollapse */ static isBool(x: any): x is Bool { return x?.typeId === Type.Bool; } /** @nocollapse */ static isDecimal(x: any): x is Decimal { return x?.typeId === Type.Decimal; } /** @nocollapse */ static isDate(x: any): x is Date_ { return x?.typeId === Type.Date; } /** @nocollapse */ static isTime(x: any): x is Time_ { return x?.typeId === Type.Time; } /** @nocollapse */ static isTimestamp(x: any): x is Timestamp_ { return x?.typeId === Type.Timestamp; } /** @nocollapse */ static isInterval(x: any): x is Interval_ { return x?.typeId === Type.Interval; } /** @nocollapse */ static isDuration(x: any): x is Duration { return x?.typeId === Type.Duration; } /** @nocollapse */ static isList(x: any): x is List { return x?.typeId === Type.List; } /** @nocollapse */ static isStruct(x: any): x is Struct { return x?.typeId === Type.Struct; } /** @nocollapse */ static isUnion(x: any): x is Union_ { return x?.typeId === Type.Union; } /** @nocollapse */ static isFixedSizeBinary(x: any): x is FixedSizeBinary { return x?.typeId === Type.FixedSizeBinary; } /** @nocollapse */ static isFixedSizeList(x: any): x is FixedSizeList { return x?.typeId === Type.FixedSizeList; } /** @nocollapse */ static isMap(x: any): x is Map_ { return x?.typeId === Type.Map; } /** @nocollapse */ static isDictionary(x: any): x is Dictionary { return x?.typeId === Type.Dictionary; } /** @nocollapse */ static isDenseUnion(x: any): x is DenseUnion { return DataType.isUnion(x) && x.mode === UnionMode.Dense; } /** @nocollapse */ static isSparseUnion(x: any): x is SparseUnion { return DataType.isUnion(x) && x.mode === UnionMode.Sparse; } declare public readonly typeId: TType; constructor(typeId: TType) { this.typeId = typeId; } protected static [Symbol.toStringTag] = ((proto: DataType) => { (<any>proto).children = null; (<any>proto).ArrayType = Array; (<any>proto).OffsetArrayType = Int32Array; return proto[Symbol.toStringTag] = 'DataType'; })(DataType.prototype); } /** @ignore */ export interface Null extends DataType<Type.Null> { TArray: void; TValue: null } /** @ignore */ export class Null extends DataType<Type.Null> { constructor() { super(Type.Null); } public toString() { return `Null`; } protected static [Symbol.toStringTag] = ((proto: Null) => proto[Symbol.toStringTag] = 'Null')(Null.prototype); } /** @ignore */ type Ints = Type.Int | Type.Int8 | Type.Int16 | Type.Int32 | Type.Int64 | Type.Uint8 | Type.Uint16 | Type.Uint32 | Type.Uint64; /** @ignore */ type IType = { [Type.Int]: { bitWidth: IntBitWidth; isSigned: true | false; TArray: IntArray; TValue: number | bigint }; [Type.Int8]: { bitWidth: 8; isSigned: true; TArray: Int8Array; TValue: number }; [Type.Int16]: { bitWidth: 16; isSigned: true; TArray: Int16Array; TValue: number }; [Type.Int32]: { bitWidth: 32; isSigned: true; TArray: Int32Array; TValue: number }; [Type.Int64]: { bitWidth: 64; isSigned: true; TArray: BigInt64Array; TValue: bigint }; [Type.Uint8]: { bitWidth: 8; isSigned: false; TArray: Uint8Array; TValue: number }; [Type.Uint16]: { bitWidth: 16; isSigned: false; TArray: Uint16Array; TValue: number }; [Type.Uint32]: { bitWidth: 32; isSigned: false; TArray: Uint32Array; TValue: number }; [Type.Uint64]: { bitWidth: 64; isSigned: false; TArray: BigUint64Array; TValue: bigint }; }; /** @ignore */ interface Int_<T extends Ints = Ints> extends DataType<T> { TArray: IType[T]['TArray']; TValue: IType[T]['TValue'] } /** @ignore */ class Int_<T extends Ints = Ints> extends DataType<T> { constructor(public readonly isSigned: IType[T]['isSigned'], public readonly bitWidth: IType[T]['bitWidth']) { super(Type.Int as T); } public get ArrayType() { switch (this.bitWidth) { case 8: return this.isSigned ? Int8Array : Uint8Array; case 16: return this.isSigned ? Int16Array : Uint16Array; case 32: return this.isSigned ? Int32Array : Uint32Array; case 64: return this.isSigned ? BigInt64Array : BigUint64Array; } throw new Error(`Unrecognized ${this[Symbol.toStringTag]} type`); } public toString() { return `${this.isSigned ? `I` : `Ui`}nt${this.bitWidth}`; } protected static [Symbol.toStringTag] = ((proto: Int_) => { (<any>proto).isSigned = null; (<any>proto).bitWidth = null; return proto[Symbol.toStringTag] = 'Int'; })(Int_.prototype); } export { Int_ as Int }; /** @ignore */ export class Int8 extends Int_<Type.Int8> { constructor() { super(true, 8); } public get ArrayType() { return Int8Array; } } /** @ignore */ export class Int16 extends Int_<Type.Int16> { constructor() { super(true, 16); } public get ArrayType() { return Int16Array; } } /** @ignore */ export class Int32 extends Int_<Type.Int32> { constructor() { super(true, 32); } public get ArrayType() { return Int32Array; } } /** @ignore */ export class Int64 extends Int_<Type.Int64> { constructor() { super(true, 64); } public get ArrayType() { return BigInt64Array; } } /** @ignore */ export class Uint8 extends Int_<Type.Uint8> { constructor() { super(false, 8); } public get ArrayType() { return Uint8Array; } } /** @ignore */ export class Uint16 extends Int_<Type.Uint16> { constructor() { super(false, 16); } public get ArrayType() { return Uint16Array; } } /** @ignore */ export class Uint32 extends Int_<Type.Uint32> { constructor() { super(false, 32); } public get ArrayType() { return Uint32Array; } } /** @ignore */ export class Uint64 extends Int_<Type.Uint64> { constructor() { super(false, 64); } public get ArrayType() { return BigUint64Array; } } Object.defineProperty(Int8.prototype, 'ArrayType', { value: Int8Array }); Object.defineProperty(Int16.prototype, 'ArrayType', { value: Int16Array }); Object.defineProperty(Int32.prototype, 'ArrayType', { value: Int32Array }); Object.defineProperty(Int64.prototype, 'ArrayType', { value: BigInt64Array }); Object.defineProperty(Uint8.prototype, 'ArrayType', { value: Uint8Array }); Object.defineProperty(Uint16.prototype, 'ArrayType', { value: Uint16Array }); Object.defineProperty(Uint32.prototype, 'ArrayType', { value: Uint32Array }); Object.defineProperty(Uint64.prototype, 'ArrayType', { value: BigUint64Array }); /** @ignore */ type Floats = Type.Float | Type.Float16 | Type.Float32 | Type.Float64; /** @ignore */ type FType = { [Type.Float]: { precision: Precision; TArray: FloatArray; TValue: number }; [Type.Float16]: { precision: Precision.HALF; TArray: Uint16Array; TValue: number }; [Type.Float32]: { precision: Precision.SINGLE; TArray: Float32Array; TValue: number }; [Type.Float64]: { precision: Precision.DOUBLE; TArray: Float64Array; TValue: number }; }; /** @ignore */ export interface Float<T extends Floats = Floats> extends DataType<T> { TArray: FType[T]['TArray']; TValue: number } /** @ignore */ export class Float<T extends Floats = Floats> extends DataType<T> { constructor(public readonly precision: Precision) { super(Type.Float as T); } public get ArrayType(): TypedArrayConstructor<FType[T]['TArray']> { switch (this.precision) { case Precision.HALF: return Uint16Array; case Precision.SINGLE: return Float32Array; case Precision.DOUBLE: return Float64Array; } // @ts-ignore throw new Error(`Unrecognized ${this[Symbol.toStringTag]} type`); } public toString() { return `Float${(this.precision << 5) || 16}`; } protected static [Symbol.toStringTag] = ((proto: Float) => { (<any>proto).precision = null; return proto[Symbol.toStringTag] = 'Float'; })(Float.prototype); } /** @ignore */ export class Float16 extends Float<Type.Float16> { constructor() { super(Precision.HALF); } } /** @ignore */ export class Float32 extends Float<Type.Float32> { constructor() { super(Precision.SINGLE); } } /** @ignore */ export class Float64 extends Float<Type.Float64> { constructor() { super(Precision.DOUBLE); } } Object.defineProperty(Float16.prototype, 'ArrayType', { value: Uint16Array }); Object.defineProperty(Float32.prototype, 'ArrayType', { value: Float32Array }); Object.defineProperty(Float64.prototype, 'ArrayType', { value: Float64Array }); /** @ignore */ export interface Binary extends DataType<Type.Binary> { TArray: Uint8Array; TOffsetArray: Int32Array; TValue: Uint8Array; ArrayType: TypedArrayConstructor<Uint8Array>; OffsetArrayType: TypedArrayConstructor<Int32Array> } /** @ignore */ export class Binary extends DataType<Type.Binary> { constructor() { super(Type.Binary); } public toString() { return `Binary`; } protected static [Symbol.toStringTag] = ((proto: Binary) => { (<any>proto).ArrayType = Uint8Array; return proto[Symbol.toStringTag] = 'Binary'; })(Binary.prototype); } /** @ignore */ export interface LargeBinary extends DataType<Type.LargeBinary> { TArray: Uint8Array; TOffsetArray: BigInt64Array; TValue: Uint8Array; ArrayType: TypedArrayConstructor<Uint8Array>; OffsetArrayType: BigIntArrayConstructor<BigInt64Array> } /** @ignore */ export class LargeBinary extends DataType<Type.LargeBinary> { constructor() { super(Type.LargeBinary); } public toString() { return `LargeBinary`; } protected static [Symbol.toStringTag] = ((proto: LargeBinary) => { (<any>proto).ArrayType = Uint8Array; (<any>proto).OffsetArrayType = BigInt64Array; return proto[Symbol.toStringTag] = 'LargeBinary'; })(LargeBinary.prototype); } /** @ignore */ export interface Utf8 extends DataType<Type.Utf8> { TArray: Uint8Array; TOffsetArray: Int32Array; TValue: string; ArrayType: TypedArrayConstructor<Uint8Array>; OffsetArrayType: TypedArrayConstructor<Int32Array> } /** @ignore */ export class Utf8 extends DataType<Type.Utf8> { constructor() { super(Type.Utf8); } public toString() { return `Utf8`; } protected static [Symbol.toStringTag] = ((proto: Utf8) => { (<any>proto).ArrayType = Uint8Array; return proto[Symbol.toStringTag] = 'Utf8'; })(Utf8.prototype); } /** @ignore */ export interface LargeUtf8 extends DataType<Type.LargeUtf8> { TArray: Uint8Array; TOffsetArray: BigInt64Array; TValue: string; ArrayType: TypedArrayConstructor<Uint8Array>; OffsetArrayType: BigIntArrayConstructor<BigInt64Array> } /** @ignore */ export class LargeUtf8 extends DataType<Type.LargeUtf8> { constructor() { super(Type.LargeUtf8); } public toString() { return `LargeUtf8`; } protected static [Symbol.toStringTag] = ((proto: LargeUtf8) => { (<any>proto).ArrayType = Uint8Array; (<any>proto).OffsetArrayType = BigInt64Array; return proto[Symbol.toStringTag] = 'LargeUtf8'; })(LargeUtf8.prototype); } /** @ignore */ export interface Bool extends DataType<Type.Bool> { TArray: Uint8Array; TValue: boolean; ArrayType: TypedArrayConstructor<Uint8Array> } /** @ignore */ export class Bool extends DataType<Type.Bool> { constructor() { super(Type.Bool); } public toString() { return `Bool`; } protected static [Symbol.toStringTag] = ((proto: Bool) => { (<any>proto).ArrayType = Uint8Array; return proto[Symbol.toStringTag] = 'Bool'; })(Bool.prototype); } /** @ignore */ export interface Decimal extends DataType<Type.Decimal> { TArray: Uint32Array; TValue: Uint32Array; ArrayType: TypedArrayConstructor<Uint32Array> } /** @ignore */ export class Decimal extends DataType<Type.Decimal> { constructor(public readonly scale: number, public readonly precision: number, public readonly bitWidth: number = 128) { super(Type.Decimal); } public toString() { return `Decimal[${this.precision}e${this.scale > 0 ? `+` : ``}${this.scale}]`; } protected static [Symbol.toStringTag] = ((proto: Decimal) => { (<any>proto).scale = null; (<any>proto).precision = null; (<any>proto).ArrayType = Uint32Array; return proto[Symbol.toStringTag] = 'Decimal'; })(Decimal.prototype); } /** @ignore */ export type Dates = Type.Date | Type.DateDay | Type.DateMillisecond; /** @ignore */ type DateType = { [Type.Date]: { TArray: Int32Array | BigInt64Array }; [Type.DateDay]: { TArray: Int32Array }; [Type.DateMillisecond]: { TArray: BigInt64Array }; }; /** @ignore */ export interface Date_<T extends Dates = Dates> extends DataType<T> { TArray: DateType[T]['TArray']; TValue: number; } /** @ignore */ export class Date_<T extends Dates = Dates> extends DataType<T> { constructor(public readonly unit: DateUnit) { super(Type.Date as T); } public toString() { return `Date${(this.unit + 1) * 32}<${DateUnit[this.unit]}>`; } public get ArrayType() { return this.unit === DateUnit.DAY ? Int32Array : BigInt64Array; } protected static [Symbol.toStringTag] = ((proto: Date_) => { (<any>proto).unit = null; return proto[Symbol.toStringTag] = 'Date'; })(Date_.prototype); } /** @ignore */ export class DateDay extends Date_<Type.DateDay> { constructor() { super(DateUnit.DAY); } } /** * A signed 64-bit date representing the elapsed time since UNIX epoch (1970-01-01) in milliseconds. * According to the specification, this should be treated as the number of days, in milliseconds, since the UNIX epoch. * Therefore, values must be evenly divisible by `86_400_000` (the number of milliseconds in a standard day). * * Practically, validation that values of this type are evenly divisible by `86_400_000` is not enforced by this library * for performance and usability reasons. * * Users should prefer to use {@link DateDay} to cleanly represent the number of days. For JS dates, * {@link TimestampMillisecond} is the preferred type. * * @ignore */ export class DateMillisecond extends Date_<Type.DateMillisecond> { constructor() { super(DateUnit.MILLISECOND); } } /** @ignore */ type Times = Type.Time | Type.TimeSecond | Type.TimeMillisecond | Type.TimeMicrosecond | Type.TimeNanosecond; /** @ignore */ type TimesType = { [Type.Time]: { unit: TimeUnit; TValue: number | bigint; TArray: Int32Array | BigInt64Array }; [Type.TimeSecond]: { unit: TimeUnit.SECOND; TValue: number; TArray: Int32Array }; [Type.TimeMillisecond]: { unit: TimeUnit.MILLISECOND; TValue: number; TArray: Int32Array }; [Type.TimeMicrosecond]: { unit: TimeUnit.MICROSECOND; TValue: bigint; TArray: BigInt64Array }; [Type.TimeNanosecond]: { unit: TimeUnit.NANOSECOND; TValue: bigint; TArray: BigInt64Array }; }; /** @ignore */ interface Time_<T extends Times = Times> extends DataType<T> { TArray: TimesType[T]['TArray']; TValue: TimesType[T]['TValue']; } /** @ignore */ class Time_<T extends Times = Times> extends DataType<T> { constructor(public readonly unit: TimesType[T]['unit'], public readonly bitWidth: TimeBitWidth) { super(Type.Time as T); } public toString() { return `Time${this.bitWidth}<${TimeUnit[this.unit]}>`; } public get ArrayType() { switch (this.bitWidth) { case 32: return Int32Array; case 64: return BigInt64Array; } // @ts-ignore throw new Error(`Unrecognized ${this[Symbol.toStringTag]} type`); } protected static [Symbol.toStringTag] = ((proto: Time_) => { (<any>proto).unit = null; (<any>proto).bitWidth = null; return proto[Symbol.toStringTag] = 'Time'; })(Time_.prototype); } export { Time_ as Time }; /** @ignore */ export class TimeSecond extends Time_<Type.TimeSecond> { constructor() { super(TimeUnit.SECOND, 32); } } /** @ignore */ export class TimeMillisecond extends Time_<Type.TimeMillisecond> { constructor() { super(TimeUnit.MILLISECOND, 32); } } /** @ignore */ export class TimeMicrosecond extends Time_<Type.TimeMicrosecond> { constructor() { super(TimeUnit.MICROSECOND, 64); } } /** @ignore */ export class TimeNanosecond extends Time_<Type.TimeNanosecond> { constructor() { super(TimeUnit.NANOSECOND, 64); } } /** @ignore */ type Timestamps = Type.Timestamp | Type.TimestampSecond | Type.TimestampMillisecond | Type.TimestampMicrosecond | Type.TimestampNanosecond; /** @ignore */ interface Timestamp_<T extends Timestamps = Timestamps> extends DataType<T> { TArray: BigInt64Array; TValue: number; ArrayType: BigIntArrayConstructor<BigInt64Array>; } /** @ignore */ class Timestamp_<T extends Timestamps = Timestamps> extends DataType<T> { constructor(public readonly unit: TimeUnit, public readonly timezone?: string | null) { super(Type.Timestamp as T); } public toString() { return `Timestamp<${TimeUnit[this.unit]}${this.timezone ? `, ${this.timezone}` : ``}>`; } protected static [Symbol.toStringTag] = ((proto: Timestamp_) => { (<any>proto).unit = null; (<any>proto).timezone = null; (<any>proto).ArrayType = BigInt64Array; return proto[Symbol.toStringTag] = 'Timestamp'; })(Timestamp_.prototype); } export { Timestamp_ as Timestamp }; /** @ignore */ export class TimestampSecond extends Timestamp_<Type.TimestampSecond> { constructor(timezone?: string | null) { super(TimeUnit.SECOND, timezone); } } /** @ignore */ export class TimestampMillisecond extends Timestamp_<Type.TimestampMillisecond> { constructor(timezone?: string | null) { super(TimeUnit.MILLISECOND, timezone); } } /** @ignore */ export class TimestampMicrosecond extends Timestamp_<Type.TimestampMicrosecond> { constructor(timezone?: string | null) { super(TimeUnit.MICROSECOND, timezone); } } /** @ignore */ export class TimestampNanosecond extends Timestamp_<Type.TimestampNanosecond> { constructor(timezone?: string | null) { super(TimeUnit.NANOSECOND, timezone); } } /** @ignore */ type Intervals = Type.Interval | Type.IntervalDayTime | Type.IntervalYearMonth; /** @ignore */ interface Interval_<T extends Intervals = Intervals> extends DataType<T> { TArray: Int32Array; TValue: Int32Array; ArrayType: TypedArrayConstructor<Int32Array>; } /** @ignore */ class Interval_<T extends Intervals = Intervals> extends DataType<T> { constructor(public readonly unit: IntervalUnit) { super(Type.Interval as T); } public toString() { return `Interval<${IntervalUnit[this.unit]}>`; } protected static [Symbol.toStringTag] = ((proto: Interval_) => { (<any>proto).unit = null; (<any>proto).ArrayType = Int32Array; return proto[Symbol.toStringTag] = 'Interval'; })(Interval_.prototype); } export { Interval_ as Interval }; /** @ignore */ export class IntervalDayTime extends Interval_<Type.IntervalDayTime> { constructor() { super(IntervalUnit.DAY_TIME); } } /** @ignore */ export class IntervalYearMonth extends Interval_<Type.IntervalYearMonth> { constructor() { super(IntervalUnit.YEAR_MONTH); } } /** @ignore */ type Durations = Type.Duration | Type.DurationSecond | Type.DurationMillisecond | Type.DurationMicrosecond | Type.DurationNanosecond; /** @ignore */ export interface Duration<T extends Durations = Durations> extends DataType<T> { TArray: BigInt64Array; TValue: bigint; ArrayType: BigIntArrayConstructor<BigInt64Array>; } /** @ignore */ export class Duration<T extends Durations = Durations> extends DataType<T> { constructor(public readonly unit: TimeUnit) { super(Type.Duration as T); } public toString() { return `Duration<${TimeUnit[this.unit]}>`; } protected static [Symbol.toStringTag] = ((proto: Duration) => { (<any>proto).unit = null; (<any>proto).ArrayType = BigInt64Array; return proto[Symbol.toStringTag] = 'Duration'; })(Duration.prototype); } /** @ignore */ export class DurationSecond extends Duration<Type.DurationSecond> { constructor() { super(TimeUnit.SECOND); } } /** @ignore */ export class DurationMillisecond extends Duration<Type.DurationMillisecond> { constructor() { super(TimeUnit.MILLISECOND); } } /** @ignore */ export class DurationMicrosecond extends Duration<Type.DurationMicrosecond> { constructor() { super(TimeUnit.MICROSECOND); } } /** @ignore */ export class DurationNanosecond extends Duration<Type.DurationNanosecond> { constructor() { super(TimeUnit.NANOSECOND); } } /** @ignore */ export interface List<T extends DataType = any> extends DataType<Type.List, { [0]: T }> { TArray: Array<T>; TValue: Vector<T>; } /** @ignore */ export class List<T extends DataType = any> extends DataType<Type.List, { [0]: T }> { constructor(child: Field<T>) { super(Type.List); this.children = [child]; } public declare readonly children: Field<T>[]; public toString() { return `List<${this.valueType}>`; } public get valueType(): T { return this.children[0].type as T; } public get valueField(): Field<T> { return this.children[0] as Field<T>; } public get ArrayType(): T['ArrayType'] { return this.valueType.ArrayType; } protected static [Symbol.toStringTag] = ((proto: List) => { (<any>proto).children = null; return proto[Symbol.toStringTag] = 'List'; })(List.prototype); } /** @ignore */ export interface Struct<T extends TypeMap = any> extends DataType<Type.Struct, T> { TArray: Array<StructRowProxy<T>>; TValue: StructRowProxy<T>; dataTypes: T; } /** @ignore */ export class Struct<T extends TypeMap = any> extends DataType<Type.Struct, T> { public declare _row: StructRow<T>; public declare readonly children: Field<T[keyof T]>[]; constructor(children: Field<T[keyof T]>[]) { super(Type.Struct); this.children = children; } public toString() { return `Struct<{${this.children.map((f) => `${f.name}:${f.type}`).join(`, `)}}>`; } protected static [Symbol.toStringTag] = ((proto: Struct) => { (<any>proto).children = null; return proto[Symbol.toStringTag] = 'Struct'; })(Struct.prototype); } /** @ignore */ type Unions = Type.Union | Type.DenseUnion | Type.SparseUnion; /** @ignore */ interface Union_<T extends Unions = Unions> extends DataType<T> { TArray: Int8Array; TValue: any; ArrayType: TypedArrayConstructor<Int8Array> } /** @ignore */ class Union_<T extends Unions = Unions> extends DataType<T> { public declare readonly mode: UnionMode; public declare readonly typeIds: Int32Array; public declare readonly children: Field<any>[]; public declare readonly typeIdToChildIndex: { [key: number]: number }; constructor(mode: UnionMode, typeIds: number[] | Int32Array, children: Field<any>[]) { super(Type.Union as T); this.mode = mode; this.children = children; this.typeIds = typeIds = Int32Array.from(typeIds); this.typeIdToChildIndex = typeIds.reduce((typeIdToChildIndex, typeId, idx) => (typeIdToChildIndex[typeId] = idx) && typeIdToChildIndex || typeIdToChildIndex, Object.create(null) as { [key: number]: number }); } public toString() { return `${this[Symbol.toStringTag]}<${this.children.map((x) => `${x.type}`).join(` | `) }>`; } protected static [Symbol.toStringTag] = ((proto: Union_) => { (<any>proto).mode = null; (<any>proto).typeIds = null; (<any>proto).children = null; (<any>proto).typeIdToChildIndex = null; (<any>proto).ArrayType = Int8Array; return proto[Symbol.toStringTag] = 'Union'; })(Union_.prototype); } export { Union_ as Union }; /** @ignore */ export class DenseUnion extends Union_<Type.DenseUnion> { constructor(typeIds: number[] | Int32Array, children: Field[]) { super(UnionMode.Dense, typeIds, children); } } /** @ignore */ export class SparseUnion extends Union_<Type.SparseUnion> { constructor(typeIds: number[] | Int32Array, children: Field[]) { super(UnionMode.Sparse, typeIds, children); } } /** @ignore */ export interface FixedSizeBinary extends DataType<Type.FixedSizeBinary> { TArray: Uint8Array; TValue: Uint8Array; ArrayType: TypedArrayConstructor<Uint8Array>; } /** @ignore */ export class FixedSizeBinary extends DataType<Type.FixedSizeBinary> { constructor(public readonly byteWidth: number) { super(Type.FixedSizeBinary); } public toString() { return `FixedSizeBinary[${this.byteWidth}]`; } protected static [Symbol.toStringTag] = ((proto: FixedSizeBinary) => { (<any>proto).byteWidth = null; (<any>proto).ArrayType = Uint8Array; return proto[Symbol.toStringTag] = 'FixedSizeBinary'; })(FixedSizeBinary.prototype); } /** @ignore */ export interface FixedSizeList<T extends DataType = any> extends DataType<Type.FixedSizeList, { [0]: T }> { TArray: Array<T['TArray']>; TValue: Vector<T>; } /** @ignore */ export class FixedSizeList<T extends DataType = any> extends DataType<Type.FixedSizeList, { [0]: T }> { public declare readonly children: Field<T>[]; constructor(public readonly listSize: number, child: Field<T>) { super(Type.FixedSizeList); this.children = [child]; } public get valueType(): T { return this.children[0].type as T; } public get valueField(): Field<T> { return this.children[0] as Field<T>; } public get ArrayType(): T['ArrayType'] { return this.valueType.ArrayType; } public toString() { return `FixedSizeList[${this.listSize}]<${this.valueType}>`; } protected static [Symbol.toStringTag] = ((proto: FixedSizeList) => { (<any>proto).children = null; (<any>proto).listSize = null; return proto[Symbol.toStringTag] = 'FixedSizeList'; })(FixedSizeList.prototype); } /** @ignore */ export interface Map_<TKey extends DataType = any, TValue extends DataType = any> extends DataType<Type.Map, { [0]: Struct<{ key: TKey; value: TValue }> }> { TArray: Array<Map<TKey['TValue'], TValue['TValue'] | null>>; TChild: Struct<{ key: TKey; value: TValue }>; TValue: MapRow<TKey, TValue>; } /** @ignore */ export class Map_<TKey extends DataType = any, TValue extends DataType = any> extends DataType<Type.Map, { [0]: Struct<{ key: TKey; value: TValue }> }> { constructor(entries: Field<Struct<{ key: TKey; value: TValue }>>, keysSorted = false) { super(Type.Map); this.children = [entries]; this.keysSorted = keysSorted; // ARROW-8716 // https://github.com/apache/arrow/issues/17168 if (entries) { (entries as any)['name'] = 'entries'; if ((entries as any)?.type?.children) { const key = (entries as any)?.type?.children[0]; if (key) { key['name'] = 'key'; } const val = (entries as any)?.type?.children[1]; if (val) { val['name'] = 'value'; } } } } public declare readonly keysSorted: boolean; public declare readonly children: Field<Struct<{ key: TKey; value: TValue }>>[]; public get keyType(): TKey { return this.children[0].type.children[0].type as TKey; } public get valueType(): TValue { return this.children[0].type.children[1].type as TValue; } public get childType() { return this.children[0].type as Struct<{ key: TKey; value: TValue }>; } public toString() { return `Map<{${this.children[0].type.children.map((f) => `${f.name}:${f.type}`).join(`, `)}}>`; } protected static [Symbol.toStringTag] = ((proto: Map_) => { (<any>proto).children = null; (<any>proto).keysSorted = null; return proto[Symbol.toStringTag] = 'Map_'; })(Map_.prototype); } /** @ignore */ const getId = ((atomicDictionaryId) => () => ++atomicDictionaryId)(-1); /** @ignore */ export type TKeys = Int8 | Int16 | Int32 | Uint8 | Uint16 | Uint32; /** @ignore */ export interface Dictionary<T extends DataType = any, TKey extends TKeys = TKeys> extends DataType<Type.Dictionary> { TArray: TKey['TArray']; TValue: T['TValue']; } /** @ignore */ export class Dictionary<T extends DataType = any, TKey extends TKeys = TKeys> extends DataType<Type.Dictionary> { public declare readonly id: number; public declare readonly indices: TKey; public declare readonly dictionary: T; public declare readonly isOrdered: boolean; constructor(dictionary: T, indices: TKey, id?: bigint | number | null, isOrdered?: boolean | null) { super(Type.Dictionary); this.indices = indices; this.dictionary = dictionary; this.isOrdered = isOrdered || false; this.id = id == null ? getId() : bigIntToNumber(id); } public get children() { return this.dictionary.children; } public get valueType(): T { return this.dictionary as T; } public get ArrayType(): T['ArrayType'] { return this.dictionary.ArrayType; } public toString() { return `Dictionary<${this.indices}, ${this.dictionary}>`; } protected static [Symbol.toStringTag] = ((proto: Dictionary) => { (<any>proto).id = null; (<any>proto).indices = null; (<any>proto).isOrdered = null; (<any>proto).dictionary = null; return proto[Symbol.toStringTag] = 'Dictionary'; })(Dictionary.prototype); } /** @ignore */ export type FloatArray = Uint16Array | Float32Array | Float64Array; /** @ignore */ export type IntArray = Int8Array | Int16Array | Int32Array | Uint8Array | Uint16Array | Uint32Array; /** @ignore */ export function strideForType(type: DataType) { const t: any = type; switch (type.typeId) { case Type.Decimal: return (type as Decimal).bitWidth / 32; case Type.Interval: return 1 + (t as Interval_).unit; // case Type.Int: return 1 + +((t as Int_).bitWidth > 32); // case Type.Time: return 1 + +((t as Time_).bitWidth > 32); case Type.FixedSizeList: return (t as FixedSizeList).listSize; case Type.FixedSizeBinary: return (t as FixedSizeBinary).byteWidth; default: return 1; } } /** @ignore */ export type TypeMap = Record<string | number | symbol, DataType>;