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Original file line number | Diff line number | Diff line change |
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package backoff | ||
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import ( | ||
"math" | ||
"math/rand" | ||
"time" | ||
) | ||
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// Exponential is a backoff strategy that increases the delay between retries exponentially. | ||
type Exponential struct { | ||
attempt int | ||
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maxJitter time.Duration | ||
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min time.Duration | ||
max time.Duration | ||
} | ||
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func NewExponential(minimum, maximum, maxJitter time.Duration) *Exponential { | ||
return &Exponential{ | ||
min: minimum, | ||
max: maximum, | ||
maxJitter: maxJitter, | ||
} | ||
} | ||
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func (e *Exponential) NextDuration() time.Duration { | ||
var jitter time.Duration | ||
if e.maxJitter > 0 { | ||
jitter = time.Duration(rand.Int63n(e.maxJitter.Nanoseconds())) | ||
} | ||
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minFloat := float64(e.min) | ||
duration := math.Pow(2, float64(e.attempt)) * minFloat | ||
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// limit at configured maximum | ||
if duration > float64(e.max) { | ||
duration = float64(e.max) | ||
} | ||
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e.attempt++ | ||
return time.Duration(duration) + jitter | ||
} | ||
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func (e *Exponential) Reset() { | ||
e.attempt = 0 | ||
} | ||
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func (e *Exponential) Attempt() int { | ||
return e.attempt | ||
} |
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Original file line number | Diff line number | Diff line change |
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package backoff | ||
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import ( | ||
"testing" | ||
"time" | ||
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"github.com/stretchr/testify/require" | ||
) | ||
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func TestExponentialBackoff(t *testing.T) { | ||
t.Run("Multiple attempts", func(t *testing.T) { | ||
e := NewExponential(100*time.Millisecond, 10*time.Second, 0) | ||
expectedDurations := []time.Duration{ | ||
100 * time.Millisecond, | ||
200 * time.Millisecond, | ||
400 * time.Millisecond, | ||
800 * time.Millisecond, | ||
1600 * time.Millisecond, | ||
3200 * time.Millisecond, | ||
6400 * time.Millisecond, | ||
10 * time.Second, // capped at max | ||
} | ||
for i, expected := range expectedDurations { | ||
require.Equal(t, expected, e.NextDuration(), "attempt %d", i) | ||
} | ||
}) | ||
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t.Run("Jitter added", func(t *testing.T) { | ||
e := NewExponential(1*time.Second, 10*time.Second, 1*time.Second) | ||
duration := e.NextDuration() | ||
require.GreaterOrEqual(t, duration, 1*time.Second) | ||
require.Less(t, duration, 2*time.Second) | ||
}) | ||
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t.Run("Edge case: min > max", func(t *testing.T) { | ||
e := NewExponential(10*time.Second, 5*time.Second, 0) | ||
require.Equal(t, 5*time.Second, e.NextDuration()) | ||
}) | ||
} |
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Original file line number | Diff line number | Diff line change |
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package common | ||
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import ( | ||
"container/heap" | ||
) | ||
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// Heap is a generic min-heap (or max-heap, depending on Comparable behavior) implementation. | ||
type Heap[T Comparable[T]] struct { | ||
heap innerHeap[T] | ||
} | ||
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func NewHeap[T Comparable[T]]() *Heap[T] { | ||
return &Heap[T]{ | ||
heap: make(innerHeap[T], 0), | ||
} | ||
} | ||
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func (h *Heap[T]) Len() int { | ||
return len(h.heap) | ||
} | ||
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func (h *Heap[T]) Push(element T) *HeapElement[T] { | ||
heapElement := NewHeapElement(element) | ||
heap.Push(&h.heap, heapElement) | ||
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return heapElement | ||
} | ||
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func (h *Heap[T]) Pop() *HeapElement[T] { | ||
return heap.Pop(&h.heap).(*HeapElement[T]) | ||
} | ||
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func (h *Heap[T]) Peek() *HeapElement[T] { | ||
if h.Len() == 0 { | ||
return nil | ||
} | ||
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return h.heap[0] | ||
} | ||
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func (h *Heap[T]) Remove(element *HeapElement[T]) { | ||
heap.Remove(&h.heap, element.index) | ||
} | ||
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func (h *Heap[T]) Clear() { | ||
h.heap = make(innerHeap[T], 0) | ||
} | ||
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type innerHeap[T Comparable[T]] []*HeapElement[T] | ||
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func (h innerHeap[T]) Len() int { | ||
return len(h) | ||
} | ||
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func (h innerHeap[T]) Less(i, j int) bool { | ||
return h[i].Value().CompareTo(h[j].Value()) < 0 | ||
} | ||
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func (h innerHeap[T]) Swap(i, j int) { | ||
h[i], h[j] = h[j], h[i] | ||
h[i].index, h[j].index = i, j | ||
} | ||
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func (h *innerHeap[T]) Push(x interface{}) { | ||
data := x.(*HeapElement[T]) | ||
*h = append(*h, data) | ||
data.index = len(*h) - 1 | ||
} | ||
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func (h *innerHeap[T]) Pop() interface{} { | ||
n := len(*h) | ||
element := (*h)[n-1] | ||
(*h)[n-1] = nil // avoid memory leak | ||
*h = (*h)[:n-1] | ||
element.index = -1 | ||
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return element | ||
} | ||
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// Comparable is an interface for types that can be compared. | ||
type Comparable[T any] interface { | ||
// CompareTo compares x with other. | ||
// To create a min heap, return: | ||
// -1 if x < other | ||
// 0 if x == other | ||
// +1 if x > other | ||
// To create a max heap, return the opposite. | ||
CompareTo(other T) int | ||
} | ||
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// HeapElement is a wrapper around the value stored in the heap. | ||
type HeapElement[T Comparable[T]] struct { | ||
value T | ||
index int | ||
} | ||
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func NewHeapElement[T Comparable[T]](value T) *HeapElement[T] { | ||
return &HeapElement[T]{ | ||
value: value, | ||
} | ||
} | ||
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func (h *HeapElement[T]) Value() T { | ||
return h.value | ||
} | ||
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func (h *HeapElement[T]) Index() int { | ||
return h.index | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,40 @@ | ||
package common | ||
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import ( | ||
"testing" | ||
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"github.com/stretchr/testify/require" | ||
) | ||
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type Int int | ||
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func (i Int) CompareTo(other Int) int { | ||
if i < other { | ||
return -1 | ||
} else if i > other { | ||
return 1 | ||
} else { | ||
return 0 | ||
} | ||
} | ||
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func TestHeap(t *testing.T) { | ||
h := NewHeap[Int]() | ||
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require.Equal(t, 0, h.Len(), "Heap should be empty initially") | ||
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h.Push(Int(3)) | ||
h.Push(Int(1)) | ||
h.Push(Int(2)) | ||
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require.Equal(t, 3, h.Len(), "Heap should have three elements after pushing") | ||
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require.EqualValues(t, 1, h.Pop(), "Pop should return the smallest element") | ||
require.Equal(t, 2, h.Len(), "Heap should have two elements after popping") | ||
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require.EqualValues(t, 2, h.Pop(), "Pop should return the next smallest element") | ||
require.Equal(t, 1, h.Len(), "Heap should have one element after popping") | ||
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require.EqualValues(t, 3, h.Pop(), "Pop should return the last element") | ||
require.Equal(t, 0, h.Len(), "Heap should be empty after popping all elements") | ||
} |
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