Implement a true priority queue.
* Add a binary max-heap implementation, `binheap`. * Rename `precise` package to `mq`.
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21
README.md
21
README.md
@ -1,9 +1,9 @@
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# priorityq - generic prioritized message queue in Go
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# priorityq - generic prioritized queues in Go
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This module was inspired by [a reddit post][reddit] wherein /u/zandery23 asked
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how to implement a priority queue in Go. A fantastic solution was [provided by
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/u/Ploobers][sol]. That's probably right for 99 out of 100 use cases, but it's
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not completely precise.
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how to implement a prioritized message queue in Go. A fantastic solution was
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[provided by /u/Ploobers][sol]. That's probably right for 99 out of 100 use
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cases, but it's not completely precise.
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Particularly, the second select block does not guarantee that an item from the
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prioritized queue will be taken if there is also an item in the regular queue.
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@ -26,10 +26,15 @@ From the [Go Language Specification][go_select]:
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Thus, it is possible for the second case to be chosen even if the first case is
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also ready.
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The `precise` package in this module implements a concurrent, prioritized
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message queue that guarantees receipt of a high-priority items before
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low-priority ones. This is primarily a fun exercise, I cannot recommend that
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anyone actually use this in a real project.
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The `mq` package in this module implements a concurrent, prioritized message
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queue that guarantees receipt of a high-priority items before low-priority
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ones. This is primarily a fun exercise, I cannot recommend that anyone
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actually use this in a real project.
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Additionally, the root `priorityq` package implements a concurrent priority
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queue, using a binary max-heap. This is more general than `mq`, because it
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allows multiple levels of priority, instead of just "high" and "low". This, of
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course, also makes operations slower.
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[reddit]: https://www.reddit.com/r/golang/comments/11drc17/worker_pool_reading_from_two_channels_one_chan/
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[sol]: https://www.reddit.com/r/golang/comments/11drc17/worker_pool_reading_from_two_channels_one_chan/jabfvkh/
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102
binheap/lib.go
Normal file
102
binheap/lib.go
Normal file
@ -0,0 +1,102 @@
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package binheap
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import "golang.org/x/exp/constraints"
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// H is a generic, non-concurrent binary max-heap.
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//
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// `I` is the type of the priority IDs, and `E` the type of the elements.
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type H[I constraints.Ordered, E any] struct {
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heap []I
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elems []E
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len int
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}
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// Make creates a new heap.
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func Make[I constraints.Ordered, E any](cap int) H[I, E] {
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heap := make([]I, cap)
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elems := make([]E, cap)
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h := H[I, E]{heap: heap, elems: elems}
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return h
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}
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// Capacity returns the total capacity of the heap.
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func (h *H[I, E]) Capacity() int {
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return cap(h.heap)
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}
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// Len returns the number of items in the heap.
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func (h *H[I, E]) Len() int {
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return h.len
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}
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// CanExtract returns true if the heap has any item, otherwise false.
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func (h *H[I, E]) CanExtract() bool {
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return h.len != 0
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}
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// CanInsert returns true if the heap has unused capacity, otherwise false.
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func (h *H[I, E]) CanInsert() bool {
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return cap(h.heap)-h.len != 0
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}
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// Extract returns the current heap root, then performs a heap-down pass.
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//
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// If the heap is empty, it panics.
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func (h *H[I, E]) Extract() (I, E) {
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if !h.CanExtract() {
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panic("heap is empty")
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}
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id := h.heap[0]
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elem := h.elems[0]
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var emptyId I
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var emptyElem E
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h.heap[0] = h.heap[h.len-1]
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h.elems[0] = h.elems[h.len-1]
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h.heap[h.len-1] = emptyId
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h.elems[h.len-1] = emptyElem
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h.len--
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idx := 0
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for {
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left := idx*2 + 1
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right := idx*2 + 2
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largest := idx
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if left < h.len && h.heap[left] > h.heap[largest] {
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largest = left
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}
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if right < h.len && h.heap[right] > h.heap[largest] {
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largest = right
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}
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if largest == idx {
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break
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}
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h.heap[idx], h.heap[largest] = h.heap[largest], h.heap[idx]
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h.elems[idx], h.elems[largest] = h.elems[largest], h.elems[idx]
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idx = largest
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}
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return id, elem
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}
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// Insert adds an item to the heap, then performs a heap-up pass.
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//
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// If the heap is full, it panics.
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func (h *H[I, E]) Insert(id I, elem E) {
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if !h.CanInsert() {
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panic("heap is full")
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}
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idx := h.len
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h.heap[idx] = id
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h.elems[idx] = elem
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h.len++
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for {
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parent := (idx - 1) / 2
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if parent == idx || h.heap[parent] >= h.heap[idx] {
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break
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}
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h.heap[parent], h.heap[idx] = h.heap[idx], h.heap[parent]
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h.elems[parent], h.elems[idx] = h.elems[idx], h.elems[parent]
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idx = parent
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}
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}
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84
binheap/lib_test.go
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84
binheap/lib_test.go
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package binheap_test
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import (
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"math/rand"
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"testing"
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"gogs.humancabbage.net/sam/priorityq/binheap"
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)
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func TestSmoke(t *testing.T) {
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h := binheap.Make[int, int](10)
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if h.Capacity() != 10 {
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t.Errorf("expected heap capacity to be 10")
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}
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h.Insert(1, 1)
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h.Insert(2, 2)
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h.Insert(3, 3)
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h.Insert(4, 4)
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if h.Len() != 4 {
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t.Errorf("expected heap length to be 4")
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}
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checkExtract := func(n int) {
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_, extracted := h.Extract()
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if extracted != n {
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t.Errorf("expected to extract %d, got %d", n, extracted)
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}
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}
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checkExtract(4)
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checkExtract(3)
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checkExtract(2)
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checkExtract(1)
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}
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func TestInsertFullPanic(t *testing.T) {
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h := binheap.Make[int, int](4)
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h.Insert(1, 1)
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h.Insert(2, 2)
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h.Insert(3, 3)
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h.Insert(4, 4)
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defer func() {
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if r := recover(); r == nil {
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t.Errorf("expected final insert to panic")
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}
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}()
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h.Insert(5, 5)
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}
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func TestExtractEmptyPanic(t *testing.T) {
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h := binheap.Make[int, int](4)
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defer func() {
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if r := recover(); r == nil {
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t.Errorf("expected extract to panic")
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}
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}()
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h.Extract()
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}
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func TestRandomized(t *testing.T) {
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h := binheap.Make[int, int](8192)
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rs := rand.NewSource(0)
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r := rand.New(rs)
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// insert a bunch of random integers
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for i := 0; i < h.Capacity(); i++ {
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n := r.Int()
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h.Insert(n, n)
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}
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// ensure that each extracted integer is <= the last extracted integer
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var extracted []int
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for h.CanExtract() {
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id, item := h.Extract()
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if id != item {
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t.Errorf("id / item mismatch: %d %d", id, item)
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}
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lastIdx := len(extracted) - 1
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extracted = append(extracted, item)
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if lastIdx < 0 {
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continue
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}
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if item > extracted[lastIdx] {
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t.Errorf("newly extracted %d is greater than %d",
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item, extracted[lastIdx])
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}
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}
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}
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2
go.mod
2
go.mod
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module gogs.humancabbage.net/sam/priorityq
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go 1.20
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require golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2
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2
go.sum
2
go.sum
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golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2 h1:Jvc7gsqn21cJHCmAWx0LiimpP18LZmUxkT5Mp7EZ1mI=
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golang.org/x/exp v0.0.0-20230224173230-c95f2b4c22f2/go.mod h1:CxIveKay+FTh1D0yPZemJVgC/95VzuuOLq5Qi4xnoYc=
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117
lib.go
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117
lib.go
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package priorityq
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import (
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"sync"
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"gogs.humancabbage.net/sam/priorityq/binheap"
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"golang.org/x/exp/constraints"
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)
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// Q is a generic, concurrent priority queue.
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type Q[P constraints.Ordered, T any] struct {
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*state[P, T]
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}
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// Make a new queue.
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func Make[P constraints.Ordered, T any](cap int) Q[P, T] {
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heap := binheap.Make[P, T](cap)
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s := &state[P, T]{
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heap: heap,
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}
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s.canRecv = sync.NewCond(&s.mu)
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s.canSend = sync.NewCond(&s.mu)
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return Q[P, T]{s}
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}
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type state[P constraints.Ordered, T any] struct {
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mu sync.Mutex
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heap binheap.H[P, T]
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canSend *sync.Cond
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canRecv *sync.Cond
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closed bool
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}
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// Close marks the queue as closed.
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//
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// Subsequent attempts to send will panic. Subsequent calls to Recv will
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// continue to return the remaining items in the queue.
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func (s *state[P, T]) Close() {
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s.mu.Lock()
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s.closed = true
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s.mu.Unlock()
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s.canRecv.Broadcast()
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}
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// Recv returns an item from the prioritized buffers, blocking if empty.
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//
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// The returned bool will be true if the queue still has items or is open.
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// It will be false if the queue is empty and closed.
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func (s *state[P, T]) Recv() (P, T, bool) {
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s.mu.Lock()
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defer s.mu.Unlock()
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for {
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for !s.closed && !s.heap.CanExtract() {
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s.canRecv.Wait()
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}
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if s.closed && !s.heap.CanExtract() {
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var emptyP P
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var emptyT T
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return emptyP, emptyT, false
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}
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if s.heap.CanExtract() {
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priority, value := s.heap.Extract()
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s.canSend.Broadcast()
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return priority, value, true
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}
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}
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}
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// Send adds an item to the queue, blocking if full.
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func (s *state[P, T]) Send(priority P, value T) {
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s.mu.Lock()
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defer s.mu.Unlock()
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for {
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for !s.closed && !s.heap.CanInsert() {
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s.canSend.Wait()
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}
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if s.closed {
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panic("send on closed queue")
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}
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if s.heap.CanInsert() {
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s.heap.Insert(priority, value)
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s.canRecv.Broadcast()
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return
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}
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}
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}
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// TryRecv attempts to return an item from the queue.
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//
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// This method does not block. If there is an item in the queue, it returns
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// true. If the queue is empty, it returns false.
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func (s *state[P, T]) TryRecv() (priority P, value T, ok bool) {
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s.mu.Lock()
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defer s.mu.Unlock()
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if s.heap.CanExtract() {
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priority, value = s.heap.Extract()
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ok = true
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s.canSend.Broadcast()
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return
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}
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return
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}
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// TrySend attempts to add an item to the high priority buffer.
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//
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// This method does not block. If there is space in the buffer, it returns
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// true. If the buffer is full, it returns false.
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func (s *state[P, T]) TrySend(priority P, value T) bool {
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s.mu.Lock()
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defer s.mu.Unlock()
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if !s.heap.CanInsert() {
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return false
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}
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s.heap.Insert(priority, value)
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s.canRecv.Broadcast()
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return true
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}
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179
lib_test.go
Normal file
179
lib_test.go
Normal file
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package priorityq_test
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import (
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"math/rand"
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"sync"
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"testing"
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"gogs.humancabbage.net/sam/priorityq"
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)
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func TestRecvHighestFirst(t *testing.T) {
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t.Parallel()
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q := priorityq.Make[int, int](8)
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q.Send(4, 4)
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q.Send(2, 2)
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q.Send(1, 1)
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q.Send(5, 5)
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q.Send(7, 7)
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q.Send(8, 8)
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q.Send(3, 3)
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q.Send(6, 6)
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checkRecv := func(n int) {
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if _, v, _ := q.Recv(); v != n {
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t.Errorf("popped %d, expected %d", v, n)
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}
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}
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checkRecv(8)
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checkRecv(7)
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checkRecv(6)
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checkRecv(5)
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checkRecv(4)
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checkRecv(3)
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checkRecv(2)
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checkRecv(1)
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}
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func TestSendClosedPanic(t *testing.T) {
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t.Parallel()
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defer func() {
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if r := recover(); r == nil {
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t.Errorf("sending to closed queue did not panic")
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}
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}()
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q := priorityq.Make[int, int](4)
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q.Close()
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q.Send(1, 1)
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}
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func TestRecvClosed(t *testing.T) {
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t.Parallel()
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q := priorityq.Make[int, int](4)
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q.Send(1, 1)
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q.Close()
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_, _, ok := q.Recv()
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if !ok {
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t.Errorf("queue should have item to receive")
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}
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_, _, ok = q.Recv()
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if ok {
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t.Errorf("queue should be closed")
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}
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}
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func TestTrySendRecv(t *testing.T) {
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t.Parallel()
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q := priorityq.Make[int, int](4)
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assumeSendOk := func(n int) {
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ok := q.TrySend(n, n)
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if !ok {
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t.Errorf("expected to be able to send")
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}
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}
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assumeRecvOk := func(expected int) {
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_, actual, ok := q.TryRecv()
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if !ok {
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t.Errorf("expected to be able to receive")
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}
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if actual != expected {
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t.Errorf("expected %d, got %d", expected, actual)
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}
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}
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assumeSendOk(1)
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assumeSendOk(2)
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assumeSendOk(3)
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assumeSendOk(4)
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ok := q.TrySend(5, 5)
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if ok {
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t.Errorf("expected queue to be full")
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}
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assumeRecvOk(4)
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assumeRecvOk(3)
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assumeRecvOk(2)
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assumeRecvOk(1)
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_, _, ok = q.TryRecv()
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if ok {
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t.Errorf("expected queue to be empty")
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}
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}
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func TestConcProducerConsumer(t *testing.T) {
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t.Parallel()
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q := priorityq.Make[int, int](4)
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var wg sync.WaitGroup
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produceDone := make(chan struct{})
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wg.Add(2)
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go func() {
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for i := 0; i < 10000; i++ {
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q.Send(rand.Int(), i)
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}
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close(produceDone)
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wg.Done()
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}()
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go func() {
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ok := true
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for ok {
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_, _, ok = q.Recv()
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}
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wg.Done()
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}()
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<-produceDone
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t.Logf("producer done, closing channel")
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q.Close()
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wg.Wait()
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}
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func BenchmarkSend(b *testing.B) {
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q := priorityq.Make[int, int](b.N)
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// randomize priorities to get amortized cost per op
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ps := make([]int, b.N)
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for i := 0; i < b.N; i++ {
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ps[i] = rand.Int()
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}
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b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Send(ps[i], i)
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkRecv(b *testing.B) {
|
||||
q := priorityq.Make[int, int](b.N)
|
||||
// randomize priorities to get amortized cost per op
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Send(rand.Int(), i)
|
||||
}
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Recv()
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkConcSendRecv(b *testing.B) {
|
||||
q := priorityq.Make[int, int](b.N)
|
||||
// randomize priorities to get amortized cost per op
|
||||
ps := make([]int, b.N)
|
||||
for i := 0; i < b.N; i++ {
|
||||
ps[i] = rand.Int()
|
||||
}
|
||||
var wg sync.WaitGroup
|
||||
wg.Add(2)
|
||||
start := make(chan struct{})
|
||||
go func() {
|
||||
<-start
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Send(ps[i], i)
|
||||
}
|
||||
wg.Done()
|
||||
}()
|
||||
go func() {
|
||||
<-start
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Recv()
|
||||
}
|
||||
wg.Done()
|
||||
}()
|
||||
b.ResetTimer()
|
||||
close(start)
|
||||
wg.Wait()
|
||||
}
|
@ -1,4 +1,4 @@
|
||||
package precise
|
||||
package mq
|
||||
|
||||
import (
|
||||
"sync"
|
@ -1,16 +1,16 @@
|
||||
package precise_test
|
||||
package mq_test
|
||||
|
||||
import (
|
||||
"math/rand"
|
||||
"sync"
|
||||
"testing"
|
||||
|
||||
"gogs.humancabbage.net/sam/priorityq/precise"
|
||||
"gogs.humancabbage.net/sam/priorityq/mq"
|
||||
)
|
||||
|
||||
func TestRecvHighFirst(t *testing.T) {
|
||||
t.Parallel()
|
||||
q := precise.Make[int](4)
|
||||
q := mq.Make[int](4)
|
||||
q.Send(1)
|
||||
q.Send(2)
|
||||
q.Send(3)
|
||||
@ -41,14 +41,14 @@ func TestSendClosedPanic(t *testing.T) {
|
||||
t.Errorf("sending to closed queue did not panic")
|
||||
}
|
||||
}()
|
||||
q := precise.Make[int](4)
|
||||
q := mq.Make[int](4)
|
||||
q.Close()
|
||||
q.Send(1)
|
||||
}
|
||||
|
||||
func TestRecvClosed(t *testing.T) {
|
||||
t.Parallel()
|
||||
q := precise.Make[int](4)
|
||||
q := mq.Make[int](4)
|
||||
q.Send(1)
|
||||
q.Close()
|
||||
_, ok := q.Recv()
|
||||
@ -63,7 +63,7 @@ func TestRecvClosed(t *testing.T) {
|
||||
|
||||
func TestTrySendRecv(t *testing.T) {
|
||||
t.Parallel()
|
||||
q := precise.Make[int](4)
|
||||
q := mq.Make[int](4)
|
||||
assumeSendOk := func(n int, f func(int) bool) {
|
||||
ok := f(n)
|
||||
if !ok {
|
||||
@ -113,7 +113,7 @@ func TestTrySendRecv(t *testing.T) {
|
||||
|
||||
func TestConcProducerConsumer(t *testing.T) {
|
||||
t.Parallel()
|
||||
q := precise.Make[int](4)
|
||||
q := mq.Make[int](4)
|
||||
var wg sync.WaitGroup
|
||||
produceDone := make(chan struct{})
|
||||
wg.Add(2)
|
||||
@ -142,7 +142,7 @@ func TestConcProducerConsumer(t *testing.T) {
|
||||
}
|
||||
|
||||
func BenchmarkSend(b *testing.B) {
|
||||
q := precise.Make[int](b.N)
|
||||
q := mq.Make[int](b.N)
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Send(i)
|
||||
@ -158,7 +158,7 @@ func BenchmarkSendChan(b *testing.B) {
|
||||
}
|
||||
|
||||
func BenchmarkRecv(b *testing.B) {
|
||||
q := precise.Make[int](b.N)
|
||||
q := mq.Make[int](b.N)
|
||||
for i := 0; i < b.N; i++ {
|
||||
q.Send(i)
|
||||
}
|
||||
@ -180,7 +180,7 @@ func BenchmarkRecvChan(b *testing.B) {
|
||||
}
|
||||
|
||||
func BenchmarkConcSendRecv(b *testing.B) {
|
||||
q := precise.Make[int](b.N)
|
||||
q := mq.Make[int](b.N)
|
||||
var wg sync.WaitGroup
|
||||
wg.Add(2)
|
||||
start := make(chan struct{})
|
Loading…
Reference in New Issue
Block a user