cache_test.go 7.6 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327
  1. package cache
  2. import (
  3. "context"
  4. "encoding/json"
  5. "errors"
  6. "fmt"
  7. "math"
  8. "strconv"
  9. "testing"
  10. "time"
  11. "github.com/alicebob/miniredis/v2"
  12. "github.com/stretchr/testify/assert"
  13. "github.com/zeromicro/go-zero/core/errorx"
  14. "github.com/zeromicro/go-zero/core/hash"
  15. "github.com/zeromicro/go-zero/core/stores/redis"
  16. "github.com/zeromicro/go-zero/core/stores/redis/redistest"
  17. "github.com/zeromicro/go-zero/core/syncx"
  18. )
  19. var _ Cache = (*mockedNode)(nil)
  20. type mockedNode struct {
  21. vals map[string][]byte
  22. errNotFound error
  23. }
  24. func (mc *mockedNode) Del(keys ...string) error {
  25. return mc.DelCtx(context.Background(), keys...)
  26. }
  27. func (mc *mockedNode) DelCtx(_ context.Context, keys ...string) error {
  28. var be errorx.BatchError
  29. for _, key := range keys {
  30. if _, ok := mc.vals[key]; !ok {
  31. be.Add(mc.errNotFound)
  32. } else {
  33. delete(mc.vals, key)
  34. }
  35. }
  36. return be.Err()
  37. }
  38. func (mc *mockedNode) Get(key string, val any) error {
  39. return mc.GetCtx(context.Background(), key, val)
  40. }
  41. func (mc *mockedNode) GetCtx(ctx context.Context, key string, val any) error {
  42. bs, ok := mc.vals[key]
  43. if ok {
  44. return json.Unmarshal(bs, val)
  45. }
  46. return mc.errNotFound
  47. }
  48. func (mc *mockedNode) IsNotFound(err error) bool {
  49. return errors.Is(err, mc.errNotFound)
  50. }
  51. func (mc *mockedNode) Set(key string, val any) error {
  52. return mc.SetCtx(context.Background(), key, val)
  53. }
  54. func (mc *mockedNode) SetCtx(ctx context.Context, key string, val any) error {
  55. data, err := json.Marshal(val)
  56. if err != nil {
  57. return err
  58. }
  59. mc.vals[key] = data
  60. return nil
  61. }
  62. func (mc *mockedNode) SetWithExpire(key string, val any, expire time.Duration) error {
  63. return mc.SetWithExpireCtx(context.Background(), key, val, expire)
  64. }
  65. func (mc *mockedNode) SetWithExpireCtx(ctx context.Context, key string, val any, expire time.Duration) error {
  66. return mc.Set(key, val)
  67. }
  68. func (mc *mockedNode) Take(val any, key string, query func(val any) error) error {
  69. return mc.TakeCtx(context.Background(), val, key, query)
  70. }
  71. func (mc *mockedNode) TakeCtx(ctx context.Context, val any, key string, query func(val any) error) error {
  72. if _, ok := mc.vals[key]; ok {
  73. return mc.GetCtx(ctx, key, val)
  74. }
  75. if err := query(val); err != nil {
  76. return err
  77. }
  78. return mc.SetCtx(ctx, key, val)
  79. }
  80. func (mc *mockedNode) TakeWithExpire(val any, key string, query func(val any, expire time.Duration) error) error {
  81. return mc.TakeWithExpireCtx(context.Background(), val, key, query)
  82. }
  83. func (mc *mockedNode) TakeWithExpireCtx(ctx context.Context, val any, key string, query func(val any, expire time.Duration) error) error {
  84. return mc.Take(val, key, func(val any) error {
  85. return query(val, 0)
  86. })
  87. }
  88. func TestCache_SetDel(t *testing.T) {
  89. t.Run("test set del", func(t *testing.T) {
  90. const total = 1000
  91. r1, clean1, err := redistest.CreateRedis()
  92. assert.Nil(t, err)
  93. defer clean1()
  94. r2, clean2, err := redistest.CreateRedis()
  95. assert.Nil(t, err)
  96. defer clean2()
  97. conf := ClusterConf{
  98. {
  99. RedisConf: redis.RedisConf{
  100. Host: r1.Addr,
  101. Type: redis.NodeType,
  102. },
  103. Weight: 100,
  104. },
  105. {
  106. RedisConf: redis.RedisConf{
  107. Host: r2.Addr,
  108. Type: redis.NodeType,
  109. },
  110. Weight: 100,
  111. },
  112. }
  113. c := New(conf, syncx.NewSingleFlight(), NewStat("mock"), errPlaceholder)
  114. for i := 0; i < total; i++ {
  115. if i%2 == 0 {
  116. assert.Nil(t, c.Set(fmt.Sprintf("key/%d", i), i))
  117. } else {
  118. assert.Nil(t, c.SetWithExpire(fmt.Sprintf("key/%d", i), i, 0))
  119. }
  120. }
  121. for i := 0; i < total; i++ {
  122. var val int
  123. assert.Nil(t, c.Get(fmt.Sprintf("key/%d", i), &val))
  124. assert.Equal(t, i, val)
  125. }
  126. assert.Nil(t, c.Del())
  127. for i := 0; i < total; i++ {
  128. assert.Nil(t, c.Del(fmt.Sprintf("key/%d", i)))
  129. }
  130. assert.Nil(t, c.Del("a", "b", "c"))
  131. for i := 0; i < total; i++ {
  132. var val int
  133. assert.True(t, c.IsNotFound(c.Get(fmt.Sprintf("key/%d", i), &val)))
  134. assert.Equal(t, 0, val)
  135. }
  136. })
  137. t.Run("test set del error", func(t *testing.T) {
  138. r1, err := miniredis.Run()
  139. assert.NoError(t, err)
  140. defer r1.Close()
  141. r2, err := miniredis.Run()
  142. assert.NoError(t, err)
  143. defer r2.Close()
  144. conf := ClusterConf{
  145. {
  146. RedisConf: redis.RedisConf{
  147. Host: r1.Addr(),
  148. Type: redis.NodeType,
  149. },
  150. Weight: 100,
  151. },
  152. {
  153. RedisConf: redis.RedisConf{
  154. Host: r2.Addr(),
  155. Type: redis.NodeType,
  156. },
  157. Weight: 100,
  158. },
  159. }
  160. c := New(conf, syncx.NewSingleFlight(), NewStat("mock"), errPlaceholder)
  161. r1.SetError("mock error")
  162. r2.SetError("mock error")
  163. assert.NoError(t, c.Del("a", "b", "c"))
  164. })
  165. }
  166. func TestCache_OneNode(t *testing.T) {
  167. const total = 1000
  168. r, clean, err := redistest.CreateRedis()
  169. assert.Nil(t, err)
  170. defer clean()
  171. conf := ClusterConf{
  172. {
  173. RedisConf: redis.RedisConf{
  174. Host: r.Addr,
  175. Type: redis.NodeType,
  176. },
  177. Weight: 100,
  178. },
  179. }
  180. c := New(conf, syncx.NewSingleFlight(), NewStat("mock"), errPlaceholder)
  181. for i := 0; i < total; i++ {
  182. if i%2 == 0 {
  183. assert.Nil(t, c.Set(fmt.Sprintf("key/%d", i), i))
  184. } else {
  185. assert.Nil(t, c.SetWithExpire(fmt.Sprintf("key/%d", i), i, 0))
  186. }
  187. }
  188. for i := 0; i < total; i++ {
  189. var val int
  190. assert.Nil(t, c.Get(fmt.Sprintf("key/%d", i), &val))
  191. assert.Equal(t, i, val)
  192. }
  193. assert.Nil(t, c.Del())
  194. for i := 0; i < total; i++ {
  195. assert.Nil(t, c.Del(fmt.Sprintf("key/%d", i)))
  196. }
  197. for i := 0; i < total; i++ {
  198. var val int
  199. assert.True(t, c.IsNotFound(c.Get(fmt.Sprintf("key/%d", i), &val)))
  200. assert.Equal(t, 0, val)
  201. }
  202. }
  203. func TestCache_Balance(t *testing.T) {
  204. const (
  205. numNodes = 100
  206. total = 10000
  207. )
  208. dispatcher := hash.NewConsistentHash()
  209. maps := make([]map[string][]byte, numNodes)
  210. for i := 0; i < numNodes; i++ {
  211. maps[i] = map[string][]byte{
  212. strconv.Itoa(i): []byte(strconv.Itoa(i)),
  213. }
  214. }
  215. for i := 0; i < numNodes; i++ {
  216. dispatcher.AddWithWeight(&mockedNode{
  217. vals: maps[i],
  218. errNotFound: errPlaceholder,
  219. }, 100)
  220. }
  221. c := cacheCluster{
  222. dispatcher: dispatcher,
  223. errNotFound: errPlaceholder,
  224. }
  225. for i := 0; i < total; i++ {
  226. assert.Nil(t, c.Set(strconv.Itoa(i), i))
  227. }
  228. counts := make(map[int]int)
  229. for i, m := range maps {
  230. counts[i] = len(m)
  231. }
  232. entropy := calcEntropy(counts, total)
  233. assert.True(t, len(counts) > 1)
  234. assert.True(t, entropy > .95, fmt.Sprintf("entropy should be greater than 0.95, but got %.2f", entropy))
  235. for i := 0; i < total; i++ {
  236. var val int
  237. assert.Nil(t, c.Get(strconv.Itoa(i), &val))
  238. assert.Equal(t, i, val)
  239. }
  240. for i := 0; i < total/10; i++ {
  241. assert.Nil(t, c.Del(strconv.Itoa(i*10), strconv.Itoa(i*10+1), strconv.Itoa(i*10+2)))
  242. assert.Nil(t, c.Del(strconv.Itoa(i*10+9)))
  243. }
  244. var count int
  245. for i := 0; i < total/10; i++ {
  246. var val int
  247. if i%2 == 0 {
  248. assert.Nil(t, c.Take(&val, strconv.Itoa(i*10), func(val any) error {
  249. *val.(*int) = i
  250. count++
  251. return nil
  252. }))
  253. } else {
  254. assert.Nil(t, c.TakeWithExpire(&val, strconv.Itoa(i*10), func(val any, expire time.Duration) error {
  255. *val.(*int) = i
  256. count++
  257. return nil
  258. }))
  259. }
  260. assert.Equal(t, i, val)
  261. }
  262. assert.Equal(t, total/10, count)
  263. }
  264. func TestCacheNoNode(t *testing.T) {
  265. dispatcher := hash.NewConsistentHash()
  266. c := cacheCluster{
  267. dispatcher: dispatcher,
  268. errNotFound: errPlaceholder,
  269. }
  270. assert.NotNil(t, c.Del("foo"))
  271. assert.NotNil(t, c.Del("foo", "bar", "any"))
  272. assert.NotNil(t, c.Get("foo", nil))
  273. assert.NotNil(t, c.Set("foo", nil))
  274. assert.NotNil(t, c.SetWithExpire("foo", nil, time.Second))
  275. assert.NotNil(t, c.Take(nil, "foo", func(val any) error {
  276. return nil
  277. }))
  278. assert.NotNil(t, c.TakeWithExpire(nil, "foo", func(val any, duration time.Duration) error {
  279. return nil
  280. }))
  281. }
  282. func calcEntropy(m map[int]int, total int) float64 {
  283. var entropy float64
  284. for _, val := range m {
  285. proba := float64(val) / float64(total)
  286. entropy -= proba * math.Log2(proba)
  287. }
  288. return entropy / math.Log2(float64(len(m)))
  289. }