ihor / nspl
Non-standard PHP library (NSPL) - functional primitives toolbox and more
Requires
- php: >=7.1.0
Requires (Dev)
- phpunit/phpunit: ~5.0
README
Non-standard PHP Library (NSPL) is a collection of modules that are meant to solve common day to day routine problems:
- nspl\f - provides functions that act on other functions. Helps to write code in functional programming paradigm
- nspl\op - provides functions that perform standard PHP operations and can be passed as callbacks to higher-order functions. Mimics Python's operator module
- nspl\a - provides missing array functions which also can be applied to traversable sequences
- nspl\a\lazy - provides lazy versions of functions from
\nspl\a - nspl\args - validates function arguments (will be moved into a separate package in version 2.0)
- nspl\ds - provides non-standard data structures and methods to work with them
- nspl\rnd - helps to pick random items from sequences of data
NSPL aims to make code compact and less verbose but still clear and readable. Look at the following example:
// get user ids $userIds = map(propertyGetter('id'), $users); // or sort them by age $sortedByAge = sorted($users, methodCaller('getAge')); // or check if they all are online $online = all($users, methodCaller('isOnline')); // or define new function as composition of the existing ones $flatMap = compose(rpartial(flatten, 1), map);
In pure PHP it would look like this:
// get user ids $userIds = array_map(function($user) { return $user->id; }, $users); // sort them by age, note that the following code modifies the original users array usort($users, function($user1, $user2) { return $user1->getAge() - $user2->getAge(); }); // check if they all are online $online = true; foreach ($users as $user) { if (!$user->isOnline()) { $online = false; break; } } // define new function as composition of the existing ones $flatMap = function($function, $list) { // note the inconsistency in array_map and array_reduce parameters return array_reduce(array_map($function, $list), 'array_merge', []); };
You can see more examples in the library reference below or here.
Installation
Using composer
Define the following requirement in your composer.json file:
"require": {
"ihor/nspl": "~1.3"
}
or execute the following in the command line:
composer require ihor/nspl
For the latest version which contains way more functionality require version 2.0.*-dev
Manually
Checkout the code and include autoload.php:
include 'path/to/nspl/autoload.php';
Reference
This is documentation for the dev version 2.0.*-dev which contains the latest changes. For the version 1.3 (latest stable version) documentation click here.
Here I assume that described functions are imported with use function:
use function nspl\a\zip; $pairs = zip([1, 2, 3], ['a', 'b', 'c']);
If your PHP version is less than 5.6 you should import parent namespace and use functions with the namespace prefix:
use nspl\a; $pairs = a\zip([1, 2, 3], ['a', 'b', 'c']);
Table of contents
nspl\f
Provides functions that act on other functions. Helps to write code in the functional programming paradigm.
id($value)
Identity function. Returns passed value.
assert(1 === id(1));
apply($function, array $args = [])
Applies given function to arguments and returns the result
assert([1, 3, 5, 7, 9] === apply('range', [1, 10, 2]));
partial($function, $arg1)
Returns new partial function which will behave like $function with predefined left arguments passed to partial
$sum = function($a, $b) { return $a + $b; }; $inc = partial($sum, 1);
rpartial($function, $arg1)
Returns new partial function which will behave like $function with predefined right arguments passed to rpartial
$cube = rpartial('pow', 3);
ppartial($function, array $args)
Returns new partial function which will behave like $function with predefined positional arguments passed to ppartial
$oddNumbers = ppartial('range', array(0 => 1, 2 => 2));
flipped($function)
Returns function which accepts arguments in the reversed order
compose($f, $g)
Returns new function which applies each given function to the result of another from right to left
compose(f, g, h) is the same as f(g(h(x)))
use const \nspl\a\flatten; use const \nspl\a\map; use function \nspl\f\compose; use function \nspl\f\partial; use function \nspl\f\rpartial; $flatMap = compose(rpartial(flatten, 1), map); assert(['hello', 'world', 'foo', 'bar'] === $flatMap(partial('explode', ' '), ['hello world', 'foo bar']));
pipe($input, $function1, $function2)
Passes $input to composition of functions (functions have to be in the reversed order)
use const \nspl\op\sum; use const \nspl\a\filter; use const \nspl\a\map; use const \nspl\a\reduce; use function \nspl\f\partial; $isEven = function($x) { return $x % 2 === 0; }; $square = function($x) { return $x * $x; }; // sum of squares of all even numbers less than 20 $sum = pipe( range(1, 20), partial(filter, $isEven), partial(map, $square), partial(reduce, sum) );
Tip
You can use chaining to get rid of partials in sequence transformations:
use function \nspl\a\with; $sum = with(range(1, 20)) ->filter($isEven) ->map($square) ->reduce(sum);
curried($function, $withOptionalArgs = false)
Returns a curried version of the function. If you are going to curry a function which reads args with func_get_args() then pass the number of args as the 2nd argument.
If the second argument is true, then curry function with optional args otherwise curry it only with required args. Alternatively, you can pass the exact number of args you want to curry.
uncurried($function)
Returns normal (uncurried) version of a curried function
memoized($function)
Returns memoized $function which returns the cached result when the same inputs occur again
$f = function($arg) { echo sprintf("Performing heavy calculations with '%s'\n", $arg); return $arg; }; $memoized = memoized($f); echo $memoized('Hello world!') . "\n"; echo $memoized('Hello world!') . "\n";
which outputs
Performing heavy calculations with 'Hello world!'
Hello world!
Hello world!
throttled($function, $wait)
Returns throttled version of the passed function, that, when invoked repeatedly, will only actually call the original function at most once per every wait milliseconds.
$f = function() { echo "Invoked\n"; }; $throttled = throttled($f, 10); $startedAt = microtime(true); do { $throttled(); } while((microtime(true) - $startedAt) * 1000 < 30); // 30ms
which outputs
Invoked
Invoked
Invoked
Callbacks
nspl\f provides all its functions as callbacks in its constants which have the same names as the functions.
use const \nspl\a\map; use const \nspl\a\filter; $incListItems = partial(map, function($v) { return $v + 1; }); $filterNumbers = partial(filter, 'is_numeric');
Check more \nspl\f examples here.
nspl\op
Class nspl\op provides functions that perform standard PHP operations and can be passed as callbacks to higher-order functions. Mimics Python's operator module. For example:
use const nspl\op\sum; use function nspl\a\reduce; assert(6 === reduce(sum, [1, 2, 3]));
Callbacks
The module provides the following operations both as functions and callbacks. See an example below.
itemGetter($key)
Returns a function that returns key value for a given array
use function nspl\op\itemGetter; use function nspl\a\map; assert([2, 5, 8] === map(itemGetter(1), [[1, 2, 3], [4, 5, 6], [7, 8, 9]]));
propertyGetter($property)
Returns a function that returns property value for a given object
$userIds = map(propertyGetter('id'), $users);
methodCaller($method, array $args = array())
Returns a function that returns method result for a given object on predefined arguments
$userIds = map(methodCaller('getId'), $users);
instanceCreator($class)
Returns a function that returns a new instance of a predefined class, passing its parameters to the constructor
$users = map(instanceCreator(User::class), $usersData);
Check more \nspl\op examples here.
nspl\a
Provides missing array functions which also can be applied to traversable sequences
all($sequence, $predicate)
Returns true if all of the ````$sequenceitems satisfy the predicate (or if the$sequence``` is empty). If the predicate was not passed returns true if all of the ```$sequence``` items are true.
assert(true === all([true, true, true]));
any($sequence, $predicate)
Returns true if any of the $sequence items satisfy the predicate. If the predicate was not passed returns true if any of the $sequence items are true.
assert(true === any([true, false, false]));
map($function, $sequence)
Applies function of one argument to each sequence item
assert(['A', 'B', 'C'] === map('strtoupper', ['a', 'b', 'c']));
flatMap($function, $sequence)
Applies function of one argument to each sequence item and flattens the result
$duplicate = function($v) { return [$v, $v]; } assert(['hello', 'hello', 'world', 'world'] === flatMap($duplicate, ['hello', 'world']));
zip($sequence1, $sequence2)
Zips two or more sequences
assert([[1, 'a'], [2, 'b'], [3, 'c']] === zip([1, 2, 3], ['a', 'b', 'c']));
zipWith($function, $sequence1, $sequence2)
Generalises zip by zipping with the function given as the first argument, instead of an array-creating function
use const \nspl\op\sum; assert([101, 1002, 10003] === zipWith(sum, [1, 2, 3], [100, 1000, 10000]));
reduce($function, $sequence, $initial = 0)
Applies function of two arguments cumulatively to the sequence items, from left to right to reduce the sequence to a single value
assert(6 === reduce(function($a, $b) { return $a + $b; }, [1, 2, 3])); // Which is the same as use const \nspl\op\sum; assert(6 === reduce(sum, [1, 2, 3]));
filter($predicate, $sequence)
Returns sequence items that satisfy the predicate
assert([1, 2, 3] === filter('is_numeric', ['a', 1, 'b', 2, 'c', 3]));
filterNot($predicate, $sequence)
Returns sequence items that don't satisfy the predicate
assert(['a', 'b', 'c'] === filterNot('is_numeric', ['a', 1, 'b', 2, 'c', 3]));
take($sequence, $N, $step = 1)
Returns the first N sequence items with the given step
assert([1, 3, 5] === take([1, 2, 3, 4, 5, 6, 7, 8, 9], 3, 2));
takeKeys($sequence, array $keys)
Returns sequence containing only the given keys
assert(array('hello' => 1, 'world' => 2) === takeKeys(array('hello' => 1, 'world' => 2, 'foo' => 3), ['hello', 'world']));
takeWhile($predicate, $sequence)
Returns the longest sequence prefix of all items which satisfy the predicate
assert([1, 2, 3] === takeWhile('is_numeric', [1, 2, 3, 'a', 'b', 'c', 4, 5, 6]));
first($sequence)
Returns the first sequence item
assert(1 === first([1, 2, 3, 4, 5, 6, 7, 8, 9]));
second($sequence)
Returns the second sequence item
assert(2 === second([1, 2, 3, 4, 5, 6, 7, 8, 9]));
drop($sequence, $N)
Drops the first N sequence items
assert([7, 8, 9] === drop([1, 2, 3, 4, 5, 6, 7, 8, 9], 6));
dropKeys($sequence, array $keys)
Returns array containing all keys except the given ones
assert(array('hello' => 1, 'world' => 2) === dropKeys(array('hello' => 1, 'world' => 2, 'foo' => 3), ['foo']));
dropWhile($predicate, $sequence)
Drops the longest sequence prefix of all items which satisfy the predicate
assert(['a', 'b', 'c', 4, 5, 6] === dropWhile('is_numeric', [1, 2, 3, 'a', 'b', 'c', 4, 5, 6]));
last($sequence)
Returns the last sequence item
assert(9 === last([1, 2, 3, 4, 5, 6, 7, 8, 9]));
partition($predicate, $sequence)
Returns two lists, one containing values for which the predicate returned true, and the other containing the items that returned false
assert([[1, 2, 3], ['a', 'b', 'c']] === partition('is_numeric', ['a', 1, 'b', 2, 'c', 3]));
span($predicate, $sequence)
Returns two lists, one containing values for which your predicate returned true until the predicate returned false, and the other containing all the items that left
assert([[1], ['a', 2, 'b', 3, 'c']] === span('is_numeric', [1, 'a', 2, 'b', 3, 'c']));
indexed($sequence, $by, $keepLast = true, $transform = null)
Returns array which contains indexed sequence items
$by is an array key or a function
If $keepLast is true only the last item with the key will be returned otherwise a list of items which share the same key value will be returned
$transform is a function that transforms list item after indexing
$indexedById = indexed([ array('id' => 1, 'name' => 'John'), array('id' => 2, 'name' => 'Kate'), array('id' => 3, 'name' => 'Robert'), ], 'id');
sorted($sequence, $reversed = false, $key = null, $cmp = null)
Returns array which contains sorted items from the passed sequence
If $reversed is true then return reversed sorted sequence. If $reversed is not boolean and $key was not passed then acts as a $key parameter
$key is a function of one argument that is used to extract a comparison key from each item
$cmp is a function of two arguments which returns a negative number, zero or positive number depending on whether the first argument is smaller than, equal to, or larger than the second argument
assert([1, 2, 3] === sorted([2, 3, 1])); assert(['c', 'b', 'a'] === sorted(['c', 'a', 'b'], true)); $usersSortedByName = sorted($users, function($u) { return $u->getName(); }); // Which is the same as use function \nspl\op\methodCaller; $usersSortedByName = sorted($users, methodCaller('getName'));
Check more \nspl\a\sorted examples here.
keySorted($sequence, $reversed = false)
Returns array which contains sequence items sorted by keys
assert(array('a' => 1, 'b' => 2, 'c' => 3) === keySorted(array('b' => 2, 'c' => 3, 'a' => 1));
flatten($sequence, $depth = null)
Flattens multidimensional sequence
assert([1, 2, 3, 4, 5, 6, 7, 8, 9] === flatten([[1, [2, [3]]], [[[4, 5, 6]]], 7, 8, [9]])); assert([1, 2, [3], [4, 5, 6], 7, 8, 9] === flatten([[1, [2, [3]]], [[[4, 5, 6]]], 7, 8, [9]], 2));
pairs($sequence, $valueKey = false)
Returns a list of (key, value) pairs. If $valueKey is true then returns (value, key) pairs.
assert([['a', 'hello'], ['b', 'world'], ['c', 42]] === pairs(array('a' => 'hello', 'b' => 'world', 'c' => 42)));
merge($sequence1, $sequence2)
Returns array containing $sequence1 items and $sequence2 items
assert([1, 2, 3, 4, 5, 6] === merge([1, 2, 3], [4, 5, 6]));
reorder(array $list, $from, $to)
Moves list item to another position
assert([2, 0, 1] === reorder([0, 1, 2], 2, 0)); // move item from the 2nd position to the begining of the list
value($array, $key, $default = null)
Returns array value by key if it exists otherwise returns the default value
$data = array('a' => 1, 'b' => 2, 'c' => 3); assert(2 === value($data, 'b', -1)); assert(-1 === value($data, 'd', -1));
values($sequence)
Returns list of the sequence values
assert([1, 2, 3] === values(array('a' => 1, 'b' => 2, 'c' => 3)));
keys($sequence)
Returns list of the sequence keys
assert(['a', 'b', 'c'] === keys(array('a' => 1, 'b' => 2, 'c' => 3)));
in($item, $sequence)
Checks if the item is present in array or traversable object
assert(true === in(1, [1, 2, 3]);
diff($sequence1, $sequence2)
Computes the difference of arrays or traversable objects
assert([1] === diff([1, 2, 3], new ArrayObject([2, 3, 4]));
intersect($sequence1, $sequence2)
Computes the intersection of arrays or traversable objects
assert([2, 3] === intersect([1, 2, 3], new ArrayObject([2, 3, 4]));
cartesianProduct($sequences)
Computes the cartesian product of two or more arrays or traversable objects
assert([ [1, 'a'], [1, 'b'], [2, 'a'], [2, 'b'], ], cartesianProduct([1, 2], ['a', 'b']));
assert([ array('hello' => 1, 'world' => 'a'), array('hello' => 1, 'world' => 'b'), array('hello' => 2, 'world' => 'a'), array('hello' => 2, 'world' => 'b'), ], cartesianProduct(array('hello' => [1, 2], 'world' => ['a', 'b'])));
isList($var)
Returns true if the variable is a list
Chaining
It is possible to chain array function calls using the with function:
use function nspl\op\sum; $square = function($n) { return $n * $n; }; $isEven = function($n) { return $n % 2 === 0; }; $sum = with(range(1, 5)) ->filter($isEven) ->map($square) ->reduce(sum); assert(20 === $sum);
Callbacks
nspl\a provides all its functions as callbacks in its constants which have the same names as the functions.
use const \nspl\a\first; assert([1, 2, 3] === map(first, [[1, 'a'], [2, 'b'], [3, 'c']]));
Check more \nspl\a examples here.
nspl\a\lazy
Provides lazy versions of functions from nspl\a
This module might be useful when you don't need to process all the values from an array or any other traversable sequence. To understand how these lazy functions work let's have a look at the following example.
Let's define a function which wraps a generator function and logs all the values it yields. It will help up us to see the order of function calls:
// Calls generator function and logs the yielded values function logged(callable $generatorFunction) { static $count = 1; return function(...$args) use ($generatorFunction, &$count) { foreach ($generatorFunction(...$args) as $value) { echo $count++ . '. ' . (string) $generatorFunction . ' -> ' . $value . "\n"; yield $value; }; }; }
To have some data to operate on, let's define a function which returns all natural numbers. Since it returns all the natural numbers it never terminates:
function naturalNumbers() { $current = 1; while (true) yield $current++; } const naturalNumbers = 'naturalNumbers';
Also, let's define the operations we want to perform on those numbers:
// Returns square of a number function square($n) { return $n * $n; } const square = 'square'; // Checks if a number is even function isEven($n) { return $n % 2 === 0; } const isEven = 'isEven';
Now let's assume we want to take the first three even natural numbers and calculate their squares:
use const nspl\a\lazy\{take, map, filter}; $map = logged(map); $take = logged(take); $filter = logged(filter); $numbers = logged(naturalNumbers)(); $evenNumbers = $filter(isEven, $numbers); // filter only even numbers $firstThreeEvenNumbers = $take($evenNumbers, 3); // take only first 3 even numbers $result = $map(square, $firstThreeEvenNumbers); // and calculate their squares foreach ($result as $value) { echo "\nNext value is $value \n\n"; }
When we run this example we'll see the following output:
1. naturalNumbers -> 1
2. naturalNumbers -> 2
3. \nspl\a\lazy\filter -> 2
4. \nspl\a\lazy\take -> 2
5. \nspl\a\lazy\map -> 4
Next value is 4
6. naturalNumbers -> 3
7. naturalNumbers -> 4
8. \nspl\a\lazy\filter -> 4
9. \nspl\a\lazy\take -> 4
10. \nspl\a\lazy\map -> 16
Next value is 16
11. naturalNumbers -> 5
12. naturalNumbers -> 6
13. \nspl\a\lazy\filter -> 6
14. \nspl\a\lazy\take -> 6
15. \nspl\a\lazy\map -> 36
Next value is 36
If we used regular non-lazy versions of these functions, we would generate all the natural numbers, then filtered only even numbers, then took only the first three of them and then calculated their squares. Instead of that, you see that functions were called one by one passing the result to the next function until we completed the full cycle:
- We took the first natural number – 1. It wasn't even, so we skipped it
- We took the next one – 2, it was even
- So it passed the
filterfunction - It was the first number we took, so it passed through the
takefunction as well - Then we calculated its square and printed the result
The same repeated on steps 6-10 and 11-15. On step 14 the take function took the last third number. So after step 15, when map requested the next value take didn't yield anything, and the whole iteration was finished.
Check this example here.
It possible to rewrite the code above using chaining:
$result = with(naturalNumbers()) ->filter(isEven) ->take(3) ->map(square);
Tip
Note that while functions from
\nspl\a\lazyallow you to avoid redundant computations, in case when you need to process all sequence values, functions from\nspl\awill do the job faster.
nspl\args
Helps to validate function arguments
expects($constraints, $arg, $atPosition = null, $otherwiseThrow = '\InvalidArgumentException')
Checks that argument satisfies the required constraints otherwise throws the corresponding exception.
$constraints are callable(s) which return(s) true if the argument satisfies the requirements or it also might contain the required class name(s)
If $atPosition is null, then the position is calculated automatically comparing given argument to the actual arguments passed to the function
$otherwiseThrow defines exception which will be thrown if the given argument is invalid, it can be the exception class or exception object
use const \nspl\args\int; use const \nspl\args\string; use const \nspl\args\arrayAccess; use function \nspl\args\expects; function nth($sequence, $n) { expects([arrayAccess, string], $sequence); expects(int, $n); return $sequence[$n]; } nth('hello world', 'blah');
Outputs:
InvalidArgumentException: Argument 2 passed to nth() must be integer, string 'blah' given in /path/to/example.php on line 17
Call Stack:
0.0002 230304 1. {main}() /path/to/example.php:0
0.0023 556800 2. sqr() /path/to/example.php:17
expectsAll($constraints, array $args, array $atPositions = [], $otherwiseThrow = '\InvalidArgumentException')
Checks that all specified arguments satisfy the required constraints otherwise throws the corresponding exception.
use const \nspl\args\numeric; use function \nspl\args\expects; function sum($x, $y) { expectsAll(numeric, [$x, $y]); return $x + $y; }
expectsOptional($constraints, $arg, $atPosition = null, $otherwiseThrow = '\InvalidArgumentException')
Checks that argument is null or satisfies the required constraints otherwise throws the corresponding exception.
function splitBy($string, $separator = ' ', $limit = null) { expectsAll(string, [$string, $separator]); expectsOptional(int, $limit); return explode($separator, $string, $limit); }
Predefined constraints
The module provides predefined constraints. Which can be one of the two types:
- OR-constraints which are evaluated with
oroperator (e.g.expects([int, string], $arg)evaluates as$arghas to be anintor astring) - AND-constraints which are evaluated with
andoperator (e.g.expects([string, longerThan(3), shorterThan(10)], $arg)evaluates as$arghas to be a string longer than 3 characters and shorter than 10 characters). If you want to evaluate several AND-constraints as they were OR-constraints you can useanyconstraint. If you want to evaluate several OR-constraints as they were AND-constraints you can useallconstraint
function setUsername($username) { expects([string, longerThan(3), shorterThan(10)], $username); // ... } function setState($state) { expects(values('running', 'idle', 'stopped'), $state); // ... }
Duck-typing example:
class Service { // ... public function setCache($cache) { expects(withMethods('set', 'get'), $cache); $this->cache = $cache; } // .... }
Custom constraints
It is possible to use custom constraints. Just define a new function which returns true when argument satisfies the constraint:
function even($value) { return is_int($value) && $value %2 === 0; } function half($number) { expects('even', $number); return $number / 2; }
or we can make it more convenient to use introducing a constant:
const even = 'even'; function half($number) { expects(even, $number); return $number / 2; } half('pie');
Outputs:
InvalidArgumentException: Argument 1 passed to half() must be even, string 'pie' given in /path/to/example.php on line 25
Call Stack:
0.0009 253640 1. {main}() /path/to/example.php:0
0.0123 673984 2. half() /path/to/example.php:25
If you need to create a constraint which takes arguments, you must create a callable object which implements \nspl\args\Constraint interface. It contains two methods:
__invoke($value)- returns true if the value satisfies the constraint__toString()- returns text which will be used in the exception when the value doesn't satisfy the constraint. The text must contain a message which goes after "must" in the exception message.
nspl\ds
Provides non-standard data structures and methods to work with them
DefaultArray
Array with a default value for missing keys. If you pass a function as default value it will be called without arguments to provide a default value for the given key, this value will be inserted in the array for the key, and returned. Using DefaultArray turns this code:
$a = array(); foreach([1, 2, 1, 1, 3, 3, 3] as $v) { if (!isset($a[$v])) { $a[$v] = 0; } ++$a[$v]; }
into this:
$a = defaultarray(0); foreach([1, 2, 1, 1, 3, 3, 3] as $v) { ++$a[$v]; }
defaultarray($default, $data = array())
Returns new DefaultArray
Set
An array-like collection that contains no duplicate elements. It supports basic set operations which take other sets, arrays and traversable objects as arguments
$set = set(1, 2); $set->add('hello'); $set[] = 'world'; $set->delete('hello'); $array = [1, 2, 3]; $intersection = $set->intersection($array); $anotherSet = Set::fromArray([1, 2, 3]); $difference = $set->difference($anotherSet); $iterator = new \ArrayIterator([1, 2, 3]); $union = $set->union($iterator); $isSubset = $set->isSubset([1, 2, 'hello', 'world']); $isSuperset = $set->isSuperset([1, 2]);
set
Returns new Set
Check more \nspl\ds examples here.
nspl\rnd
randomString($length)
Returns a random alpha-numeric string of the given length
choice($sequence)
Returns a random item from a non-empty sequence
weightedChoice($weightPairs)
Returns a random item from a non-empty sequence of items with associated weights presented as pairs (item, weight)
use function \nspl\rnd\weightedChoice; use function \nspl\a\pairs; $nextPet = weightedChoice([['cat', 20], ['hamster', 30], ['dog', 50]]); $nextFavouriteColor = weightedChoice(pairs(array( 'red' => 0.2, 'green' => 0.3, 'blue' => 0.5, )));
sample($population, $length, $preserveKeys = false)
Returns a k length list of unique items chosen from the population sequence
Check more \nspl\rnd examples here.
nspl
getType($var)
Returns the variable type or its class name if it is an object
Roadmap
- Rewrite library using the latest features from PHP 7.2
- Move
nspl\argsinto a separate module
Contributing
This project uses semantic versioning to tag releases. Please submit your pull requests to the latest release branch where the issue was introduced.
Feedback
There are no mailing lists or discussion groups yet. Please use GitHub issues and pull request or follow me on Twitter @IhorBurlachenko