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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 { Vector } from './vector.js'; | |
| import { Data, makeData } from './data.js'; | |
| import { MapRow, kKeys } from './row/map.js'; | |
| import { | |
| DataType, strideForType, | |
| Float, Int, Decimal, FixedSizeBinary, | |
| Date_, Time, Timestamp, Interval, | |
| Utf8, Binary, List, Map_, | |
| } from './type.js'; | |
| import { createIsValidFunction } from './builder/valid.js'; | |
| import { BufferBuilder, BitmapBufferBuilder, DataBufferBuilder, OffsetsBufferBuilder } from './builder/buffer.js'; | |
| /** | |
| * A set of options required to create a `Builder` instance for a given `DataType`. | |
| * @see {@link Builder} | |
| */ | |
| export interface BuilderOptions<T extends DataType = any, TNull = any> { | |
| type: T; | |
| nullValues?: TNull[] | ReadonlyArray<TNull> | null; | |
| children?: { [key: string]: BuilderOptions } | BuilderOptions[]; | |
| } | |
| /** | |
| * An abstract base class for types that construct Arrow Vectors from arbitrary JavaScript values. | |
| * | |
| * A `Builder` is responsible for writing arbitrary JavaScript values | |
| * to ArrayBuffers and/or child Builders according to the Arrow specification | |
| * for each DataType, creating or resizing the underlying ArrayBuffers as necessary. | |
| * | |
| * The `Builder` for each Arrow `DataType` handles converting and appending | |
| * values for a given `DataType`. The high-level {@link makeBuilder `makeBuilder()`} convenience | |
| * method creates the specific `Builder` subclass for the supplied `DataType`. | |
| * | |
| * Once created, `Builder` instances support both appending values to the end | |
| * of the `Builder`, and random-access writes to specific indices | |
| * (`Builder.prototype.append(value)` is a convenience method for | |
| * `builder.set(builder.length, value)`). Appending or setting values beyond the | |
| * Builder's current length may cause the builder to grow its underlying buffers | |
| * or child Builders (if applicable) to accommodate the new values. | |
| * | |
| * After enough values have been written to a `Builder`, `Builder.prototype.flush()` | |
| * will commit the values to the underlying ArrayBuffers (or child Builders). The | |
| * internal Builder state will be reset, and an instance of `Data<T>` is returned. | |
| * Alternatively, `Builder.prototype.toVector()` will flush the `Builder` and return | |
| * an instance of `Vector<T>` instead. | |
| * | |
| * When there are no more values to write, use `Builder.prototype.finish()` to | |
| * finalize the `Builder`. This does not reset the internal state, so it is | |
| * necessary to call `Builder.prototype.flush()` or `toVector()` one last time | |
| * if there are still values queued to be flushed. | |
| * | |
| * Note: calling `Builder.prototype.finish()` is required when using a `DictionaryBuilder`, | |
| * because this is when it flushes the values that have been enqueued in its internal | |
| * dictionary's `Builder`, and creates the `dictionaryVector` for the `Dictionary` `DataType`. | |
| * | |
| * @example | |
| * ```ts | |
| * import { Builder, Utf8 } from 'apache-arrow'; | |
| * | |
| * const utf8Builder = makeBuilder({ | |
| * type: new Utf8(), | |
| * nullValues: [null, 'n/a'] | |
| * }); | |
| * | |
| * utf8Builder | |
| * .append('hello') | |
| * .append('n/a') | |
| * .append('world') | |
| * .append(null); | |
| * | |
| * const utf8Vector = utf8Builder.finish().toVector(); | |
| * | |
| * console.log(utf8Vector.toJSON()); | |
| * // > ["hello", null, "world", null] | |
| * ``` | |
| * | |
| * @typeparam T The `DataType` of this `Builder`. | |
| * @typeparam TNull The type(s) of values which will be considered null-value sentinels. | |
| */ | |
| export abstract class Builder<T extends DataType = any, TNull = any> { | |
| /** @nocollapse */ | |
| // @ts-ignore | |
| public static throughNode<T extends DataType = any, TNull = any>(options: import('./io/node/builder').BuilderDuplexOptions<T, TNull>): import('stream').Duplex { | |
| throw new Error(`"throughNode" not available in this environment`); | |
| } | |
| /** @nocollapse */ | |
| // @ts-ignore | |
| public static throughDOM<T extends DataType = any, TNull = any>(options: import('./io/whatwg/builder').BuilderTransformOptions<T, TNull>): import('./io/whatwg/builder').BuilderTransform<T, TNull> { | |
| throw new Error(`"throughDOM" not available in this environment`); | |
| } | |
| /** | |
| * Construct a builder with the given Arrow DataType with optional null values, | |
| * which will be interpreted as "null" when set or appended to the `Builder`. | |
| * @param {{ type: T, nullValues?: any[] }} options A `BuilderOptions` object used to create this `Builder`. | |
| */ | |
| constructor({ 'type': type, 'nullValues': nulls }: BuilderOptions<T, TNull>) { | |
| this.type = type; | |
| this.children = []; | |
| this.nullValues = nulls; | |
| this.stride = strideForType(type); | |
| this._nulls = new BitmapBufferBuilder(); | |
| if (nulls && nulls.length > 0) { | |
| this._isValid = createIsValidFunction(nulls); | |
| } | |
| } | |
| /** | |
| * The Builder's `DataType` instance. | |
| * @readonly | |
| */ | |
| public type: T; | |
| /** | |
| * The number of values written to the `Builder` that haven't been flushed yet. | |
| * @readonly | |
| */ | |
| public length = 0; | |
| /** | |
| * A boolean indicating whether `Builder.prototype.finish()` has been called on this `Builder`. | |
| * @readonly | |
| */ | |
| public finished = false; | |
| /** | |
| * The number of elements in the underlying values TypedArray that | |
| * represent a single logical element, determined by this Builder's | |
| * `DataType`. This is 1 for most types, but is larger when the `DataType` | |
| * is `Int64`, `Uint64`, `Decimal`, `DateMillisecond`, certain variants of | |
| * `Interval`, `Time`, or `Timestamp`, `FixedSizeBinary`, and `FixedSizeList`. | |
| * @readonly | |
| */ | |
| public readonly stride: number; | |
| public readonly children: Builder[]; | |
| /** | |
| * The list of null-value sentinels for this `Builder`. When one of these values | |
| * is written to the `Builder` (either via `Builder.prototype.set()` or `Builder.prototype.append()`), | |
| * a 1-bit is written to this Builder's underlying null BitmapBufferBuilder. | |
| * @readonly | |
| */ | |
| public readonly nullValues?: TNull[] | ReadonlyArray<TNull> | null; | |
| /** | |
| * Flush the `Builder` and return a `Vector<T>`. | |
| * @returns {Vector<T>} A `Vector<T>` of the flushed values. | |
| */ | |
| public toVector() { return new Vector([this.flush()]); } | |
| public get ArrayType() { return this.type.ArrayType; } | |
| public get nullCount() { return this._nulls.numInvalid; } | |
| public get numChildren() { return this.children.length; } | |
| /** | |
| * @returns The aggregate length (in bytes) of the values that have been written. | |
| */ | |
| public get byteLength(): number { | |
| let size = 0; | |
| const { _offsets, _values, _nulls, _typeIds, children } = this; | |
| _offsets && (size += _offsets.byteLength); | |
| _values && (size += _values.byteLength); | |
| _nulls && (size += _nulls.byteLength); | |
| _typeIds && (size += _typeIds.byteLength); | |
| return children.reduce((size, child) => size + child.byteLength, size); | |
| } | |
| /** | |
| * @returns The aggregate number of rows that have been reserved to write new values. | |
| */ | |
| public get reservedLength(): number { | |
| return this._nulls.reservedLength; | |
| } | |
| /** | |
| * @returns The aggregate length (in bytes) that has been reserved to write new values. | |
| */ | |
| public get reservedByteLength(): number { | |
| let size = 0; | |
| this._offsets && (size += this._offsets.reservedByteLength); | |
| this._values && (size += this._values.reservedByteLength); | |
| this._nulls && (size += this._nulls.reservedByteLength); | |
| this._typeIds && (size += this._typeIds.reservedByteLength); | |
| return this.children.reduce((size, child) => size + child.reservedByteLength, size); | |
| } | |
| declare protected _offsets: DataBufferBuilder<Int32Array>; | |
| public get valueOffsets() { return this._offsets ? this._offsets.buffer : null; } | |
| declare protected _values: BufferBuilder<T['TArray'], any>; | |
| public get values() { return this._values ? this._values.buffer : null; } | |
| declare protected _nulls: BitmapBufferBuilder; | |
| public get nullBitmap() { return this._nulls ? this._nulls.buffer : null; } | |
| declare protected _typeIds: DataBufferBuilder<Int8Array>; | |
| public get typeIds() { return this._typeIds ? this._typeIds.buffer : null; } | |
| declare protected _isValid: (value: T['TValue'] | TNull) => boolean; | |
| declare protected _setValue: (inst: Builder<T>, index: number, value: T['TValue']) => void; | |
| /** | |
| * Appends a value (or null) to this `Builder`. | |
| * This is equivalent to `builder.set(builder.length, value)`. | |
| * @param {T['TValue'] | TNull } value The value to append. | |
| */ | |
| public append(value: T['TValue'] | TNull) { return this.set(this.length, value); } | |
| /** | |
| * Validates whether a value is valid (true), or null (false) | |
| * @param {T['TValue'] | TNull } value The value to compare against null the value representations | |
| */ | |
| public isValid(value: T['TValue'] | TNull): boolean { return this._isValid(value); } | |
| /** | |
| * Write a value (or null-value sentinel) at the supplied index. | |
| * If the value matches one of the null-value representations, a 1-bit is | |
| * written to the null `BitmapBufferBuilder`. Otherwise, a 0 is written to | |
| * the null `BitmapBufferBuilder`, and the value is passed to | |
| * `Builder.prototype.setValue()`. | |
| * @param {number} index The index of the value to write. | |
| * @param {T['TValue'] | TNull } value The value to write at the supplied index. | |
| * @returns {this} The updated `Builder` instance. | |
| */ | |
| public set(index: number, value: T['TValue'] | TNull) { | |
| if (this.setValid(index, this.isValid(value))) { | |
| this.setValue(index, value); | |
| } | |
| return this; | |
| } | |
| /** | |
| * Write a value to the underlying buffers at the supplied index, bypassing | |
| * the null-value check. This is a low-level method that | |
| * @param {number} index | |
| * @param {T['TValue'] | TNull } value | |
| */ | |
| public setValue(index: number, value: T['TValue']) { this._setValue(this, index, value); } | |
| public setValid(index: number, valid: boolean) { | |
| this.length = this._nulls.set(index, +valid).length; | |
| return valid; | |
| } | |
| // @ts-ignore | |
| public addChild(child: Builder, name = `${this.numChildren}`) { | |
| throw new Error(`Cannot append children to non-nested type "${this.type}"`); | |
| } | |
| /** | |
| * Retrieve the child `Builder` at the supplied `index`, or null if no child | |
| * exists at that index. | |
| * @param {number} index The index of the child `Builder` to retrieve. | |
| * @returns {Builder | null} The child Builder at the supplied index or null. | |
| */ | |
| public getChildAt<R extends DataType = any>(index: number): Builder<R> | null { | |
| return this.children[index] || null; | |
| } | |
| /** | |
| * Commit all the values that have been written to their underlying | |
| * ArrayBuffers, including any child Builders if applicable, and reset | |
| * the internal `Builder` state. | |
| * @returns A `Data<T>` of the buffers and children representing the values written. | |
| */ | |
| public flush(): Data<T> { | |
| let data; | |
| let typeIds; | |
| let nullBitmap; | |
| let valueOffsets; | |
| const { type, length, nullCount, _typeIds, _offsets, _values, _nulls } = this; | |
| if (typeIds = _typeIds?.flush(length)) { // Unions | |
| // DenseUnions | |
| valueOffsets = _offsets?.flush(length); | |
| } else if (valueOffsets = _offsets?.flush(length)) { // Variable-width primitives (Binary, Utf8), and Lists | |
| // Binary, Utf8 | |
| data = _values?.flush(_offsets.last()); | |
| } else { // Fixed-width primitives (Int, Float, Decimal, Time, Timestamp, and Interval) | |
| data = _values?.flush(length); | |
| } | |
| if (nullCount > 0) { | |
| nullBitmap = _nulls?.flush(length); | |
| } | |
| const children = this.children.map((child) => child.flush()); | |
| this.clear(); | |
| return makeData(<any>{ | |
| type, length, nullCount, | |
| children, 'child': children[0], | |
| data, typeIds, nullBitmap, valueOffsets, | |
| }) as Data<T>; | |
| } | |
| /** | |
| * Finalize this `Builder`, and child builders if applicable. | |
| * @returns {this} The finalized `Builder` instance. | |
| */ | |
| public finish() { | |
| this.finished = true; | |
| for (const child of this.children) child.finish(); | |
| return this; | |
| } | |
| /** | |
| * Clear this Builder's internal state, including child Builders if applicable, and reset the length to 0. | |
| * @returns {this} The cleared `Builder` instance. | |
| */ | |
| public clear() { | |
| this.length = 0; | |
| this._nulls?.clear(); | |
| this._values?.clear(); | |
| this._offsets?.clear(); | |
| this._typeIds?.clear(); | |
| for (const child of this.children) child.clear(); | |
| return this; | |
| } | |
| } | |
| (Builder.prototype as any).length = 1; | |
| (Builder.prototype as any).stride = 1; | |
| (Builder.prototype as any).children = null; | |
| (Builder.prototype as any).finished = false; | |
| (Builder.prototype as any).nullValues = null; | |
| (Builder.prototype as any)._isValid = () => true; | |
| /** @ignore */ | |
| export abstract class FixedWidthBuilder<T extends Int | Float | FixedSizeBinary | Date_ | Timestamp | Time | Decimal | Interval = any, TNull = any> extends Builder<T, TNull> { | |
| constructor(opts: BuilderOptions<T, TNull>) { | |
| super(opts); | |
| this._values = new DataBufferBuilder(new this.ArrayType(0), this.stride); | |
| } | |
| public setValue(index: number, value: T['TValue']) { | |
| const values = this._values; | |
| values.reserve(index - values.length + 1); | |
| return super.setValue(index, value); | |
| } | |
| } | |
| /** @ignore */ | |
| export abstract class VariableWidthBuilder<T extends Binary | Utf8 | List | Map_, TNull = any> extends Builder<T, TNull> { | |
| protected _pendingLength = 0; | |
| protected _offsets: OffsetsBufferBuilder; | |
| protected _pending: Map<number, any> | undefined; | |
| constructor(opts: BuilderOptions<T, TNull>) { | |
| super(opts); | |
| this._offsets = new OffsetsBufferBuilder(); | |
| } | |
| public setValue(index: number, value: T['TValue']) { | |
| const pending = this._pending || (this._pending = new Map()); | |
| const current = pending.get(index); | |
| current && (this._pendingLength -= current.length); | |
| this._pendingLength += (value instanceof MapRow) ? value[kKeys].length : value.length; | |
| pending.set(index, value); | |
| } | |
| public setValid(index: number, isValid: boolean) { | |
| if (!super.setValid(index, isValid)) { | |
| (this._pending || (this._pending = new Map())).set(index, undefined); | |
| return false; | |
| } | |
| return true; | |
| } | |
| public clear() { | |
| this._pendingLength = 0; | |
| this._pending = undefined; | |
| return super.clear(); | |
| } | |
| public flush() { | |
| this._flush(); | |
| return super.flush(); | |
| } | |
| public finish() { | |
| this._flush(); | |
| return super.finish(); | |
| } | |
| protected _flush() { | |
| const pending = this._pending; | |
| const pendingLength = this._pendingLength; | |
| this._pendingLength = 0; | |
| this._pending = undefined; | |
| if (pending && pending.size > 0) { | |
| this._flushPending(pending, pendingLength); | |
| } | |
| return this; | |
| } | |
| protected abstract _flushPending(pending: Map<number, any>, pendingLength: number): void; | |
| } | |