# Typed Array Pool > Allocate typed arrays from a typed array memory pool.
## Usage ```javascript var typedarraypool = require( '@stdlib/array/pool' ); ``` #### typedarraypool( \[dtype] ) Returns an **uninitialized** [typed array][mdn-typed-array] having a specified data type `dtype`. ```javascript var arr = typedarraypool(); // returns [] // ... typedarraypool.free( arr ); ``` The function recognizes the following data types: - `float64`: double-precision floating-point numbers (IEEE 754) - `float32`: single-precision floating-point numbers (IEEE 754) - `int32`: 32-bit two's complement signed integers - `uint32`: 32-bit unsigned integers - `int16`: 16-bit two's complement signed integers - `uint16`: 16-bit unsigned integers - `int8`: 8-bit two's complement signed integers - `uint8`: 8-bit unsigned integers - `uint8c`: 8-bit unsigned integers clamped to `0-255` By default, the output [typed array][mdn-typed-array] is `float64`. To specify an alternative data type, set the `dtype` parameter. ```javascript var arr = typedarraypool( 'int32' ); // returns [] // ... typedarraypool.free( arr ); ``` #### typedarraypool( length\[, dtype] ) Returns an **uninitialized** [typed array][mdn-typed-array] having a specified `length` from a [typed array][mdn-typed-array] memory pool. ```javascript var arr1 = typedarraypool( 5 ); // returns var arr2 = typedarraypool( 5, 'uint8' ); // returns // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool( typedarray\[, dtype] ) Returns a pooled [typed array][mdn-typed-array] from another [typed array][mdn-typed-array]. ```javascript var arr1 = typedarraypool( [ 5.0, -3.0, 2.0 ] ); // returns [ 5.0, -3.0, 2.0 ] var arr2 = typedarraypool( arr1 ); // returns [ 5.0, -3.0, 2.0 ] var arr3 = typedarraypool( arr1, 'int32' ); // returns [ 5, -3, 2 ] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); typedarraypool.free( arr3 ); ``` #### typedarraypool( obj\[, dtype] ) Returns a pooled [typed array][mdn-typed-array] from an array-like `object`. ```javascript var arr1 = typedarraypool( [ 0.5, 0.5, 0.5 ] ); // returns [ 0.5, 0.5, 0.5 ] var arr2 = typedarraypool( [ 0.5, 0.5, 0.5 ], 'float32' ); // returns [ 0.5, 0.5, 0.5 ] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.malloc( \[dtype] ) Returns an **uninitialized** [typed array][mdn-typed-array] having a specified data type `dtype`. ```javascript var arr1 = typedarraypool.malloc(); // returns [] var arr2 = typedarraypool.malloc( 'int32' ); // returns [] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.malloc( length\[, dtype] ) Returns an **uninitialized** [typed array][mdn-typed-array] having a specified `length` from a [typed array][mdn-typed-array] memory pool. ```javascript var arr1 = typedarraypool.malloc( 5 ); // returns var arr2 = typedarraypool.malloc( 5, 'uint8' ); // returns // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.malloc( typedarray\[, dtype] ) Returns a pooled [typed array][mdn-typed-array] from another [typed array][mdn-typed-array]. ```javascript var arr1 = typedarraypool.malloc( [ 5.0, -3.0, 2.0 ] ); // returns [ 5.0, -3.0, 2.0 ] var arr2 = typedarraypool.malloc( arr1 ); // returns [ 5.0, -3.0, 2.0 ] var arr3 = typedarraypool.malloc( arr1, 'int32' ); // returns [ 5, -3, 2 ] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); typedarraypool.free( arr3 ); ``` #### typedarraypool.malloc( obj\[, dtype] ) Returns a pooled [typed array][mdn-typed-array] from an array-like `object`. ```javascript var arr1 = typedarraypool.malloc( [ 0.5, 0.5, 0.5 ] ); // returns [ 0.5, 0.5, 0.5 ] var arr2 = typedarraypool.malloc( [ 0.5, 0.5, 0.5 ], 'float32' ); // returns [ 0.5, 0.5, 0.5 ] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.calloc( \[dtype] ) Returns a **zero-initialized** [typed array][mdn-typed-array] having a specified data type `dtype`. ```javascript var arr1 = typedarraypool.calloc(); // returns [] var arr2 = typedarraypool.calloc( 'int32' ); // returns [] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.calloc( length\[, dtype] ) Returns a **zero-initialized** [typed array][mdn-typed-array] having a specified `length` from a [typed array][mdn-typed-array] memory pool. ```javascript var arr1 = typedarraypool.calloc( 5 ); // returns [ 0.0, 0.0, 0.0, 0.0, 0.0 ] var arr2 = typedarraypool.calloc( 5, 'uint8' ); // returns [ 0, 0, 0, 0, 0 ] // ... typedarraypool.free( arr1 ); typedarraypool.free( arr2 ); ``` #### typedarraypool.free( buf ) Frees a [typed array][mdn-typed-array] or typed array [buffer][mdn-arraybuffer] for use in a future allocation. ```javascript var arr = typedarraypool( 10, 'float64' ); // returns // ... // Free the allocated typed array for use in a future allocation: typedarraypool.free( arr ); // Create another typed array: arr = typedarraypool( 10, 'float64' ); // returns // ... // Free the allocated typed array buffer for use in a future allocation: typedarraypool.free( arr.buffer ); ``` #### typedarraypool.clear() Clears the [typed array][mdn-typed-array] pool allowing garbage collection of previously allocated (and currently free) [array buffers][mdn-arraybuffer]. ```javascript var arr = typedarraypool( 10, 'float64' ); // returns // ... typedarraypool.free( arr ); // ... // Clear all freed buffers: typedarraypool.clear(); ``` #### typedarraypool.highWaterMark **Read-only** property returning the pool's high water mark (in bytes). ```javascript var limit = typedarraypool.highWaterMark; // returns ``` Once a high water mark is reached, [typed array][mdn-typed-array] allocation **fails**. #### typedarraypool.nbytes **Read-only** property returning the total number of allocated bytes. ```javascript var arr = typedarraypool( 5, 'float64' ); var nbytes = typedarraypool.nbytes; // returns ``` The returned value is the total **accumulated** value. Hence, anytime a pool must allocate a new [array buffer][mdn-arraybuffer] (i.e., more memory), the pool increments this value. The only time this value is decremented is when a pool is cleared. This behavior means that, while allocated buffers which are never freed may, in fact, be garbage collected, they continue to count against the high water mark limit. Accordingly, you should **always** free allocated buffers in order to prevent the pool from believing that non-freed buffers are continually in use. #### typedarraypool.factory( \[options] ) Creates a new [typed array][mdn-typed-array] pool. ```javascript var pool = typedarraypool.factory(); var arr = pool( 5, 'float64' ); // returns // ... pool.free( arr ); ``` The method accepts the following `options`: - **highWaterMark**: maximum total memory (in bytes) which can be allocated. Default: `2^53` bytes. By default, the maximum total memory a pool may allocate is `2^53` bytes (approximately `1` petabyte, which, in practical terms, means a pool has **unlimited** capacity). To specify an alternative limit, set the `highWaterMark` option. ```javascript // Create a new typed array pool which can allocate up to 1MB: var pool = typedarraypool.factory({ 'highWaterMark': 1e6 }); var arr = pool( 5, 'float64' ); // returns // ... pool.free( arr ); ```
## Notes - Uninitialized typed arrays may contain sensitive contents. If security is paramount (e.g., if freed [typed arrays][mdn-typed-array] have been used to store sensitive contents), use `calloc`. - An allocated [typed array][mdn-typed-array] is **guaranteed** to have an underlying [array buffer][mdn-arraybuffer] with _at least_ `N * w` bytes, where `N` is the number of [typed array][mdn-typed-array] elements and `w` is the number of bytes per element. Note, however, that the underlying [array buffer][mdn-arraybuffer] is likely to have **excess** capacity. Thus, if you create many [typed arrays][mdn-typed-array] which are held in memory and are **not** freed, you are likely to consume significantly more memory than if you had directly used [typed array][mdn-typed-array] constructors. However, if you create many [typed arrays][mdn-typed-array] which are rapidly discarded and of relatively large size, then using a [typed array][mdn-typed-array] pool can offer significant performance advantages.
## Examples ```javascript var randu = require( '@stdlib/random/base/randu' ); var typedarraypool = require( '@stdlib/array/pool' ).factory; // Create a typed array pool which can allocate at most 1GB: var typedarray = typedarraypool({ 'highWaterMark': 1e9 }); // Inspect the pool: console.log( 'Max bytes: %d', typedarray.highWaterMark ); console.log( 'nbytes: %d', typedarray.nbytes ); // Allocate an array for storing double-precision floating-point numbers: var arr1 = typedarray( 5, 'float64' ); // returns [ 0.0, 0.0, 0.0, 0.0, 0.0 ] // Inspect the pool: console.log( 'nbytes: %d', typedarray.nbytes ); // Fill the array... var i; for ( i = 0; i < arr1.length; i++ ) { arr1[ i ] = randu(); } // Inspect array contents: console.log( arr1 ); // Free the array: typedarray.free( arr1 ); // Allocate another array similar to the previous one: var arr2 = typedarray( 5, 'float64' ); // returns // Check that we have been returned a new typed array view: console.log( arr2 === arr1 ); // => false // Inspect array contents: console.log( arr2 ); // Free the array: typedarray.free( arr2 ); // Allocate an initialized array: var arr3 = typedarray.calloc( 5, 'float64' ); // returns [ 0.0, 0.0, 0.0, 0.0, 0.0 ] // Inspect array contents: console.log( arr3 ); // Free the array: typedarray.free( arr3 ); // Clear the pool: typedarray.clear(); // Inspect the pool: console.log( 'nbytes: %d', typedarray.nbytes ); ```