timeseries_commands_test.go

package redis_test

import (
	"context"
	"fmt"
	"strings"

	. "github.com/bsm/ginkgo/v2"
	. "github.com/bsm/gomega"

	"github.com/redis/go-redis/v9"
)

var _ = Describe("RedisTimeseries commands", Label("timeseries"), func() {
	ctx := context.TODO()

	setupRedisClient := func(protocolVersion int) *redis.Client {
		return redis.NewClient(&redis.Options{
			Addr:          "localhost:6379",
			DB:            0,
			Protocol:      protocolVersion,
			UnstableResp3: true,
		})
	}

	protocols := []int{2, 3}
	for _, protocol := range protocols {
		protocol := protocol // capture loop variable for each context

		Context(fmt.Sprintf("with protocol version %d", protocol), func() {
			var client *redis.Client

			BeforeEach(func() {
				client = setupRedisClient(protocol)
				Expect(client.FlushAll(ctx).Err()).NotTo(HaveOccurred())
			})

			AfterEach(func() {
				if client != nil {
					client.FlushDB(ctx)
					client.Close()
				}
			})

			It("should TSCreate and TSCreateWithArgs", Label("timeseries", "tscreate", "tscreateWithArgs", "NonRedisEnterprise"), func() {
				SkipBeforeRedisVersion(7.4, "older redis stack has different results for timeseries module")
				result, err := client.TSCreate(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				// Test TSCreateWithArgs
				opt := &redis.TSOptions{Retention: 5}
				result, err = client.TSCreateWithArgs(ctx, "2", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"Redis": "Labs"}}
				result, err = client.TSCreateWithArgs(ctx, "3", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"Time": "Series"}, Retention: 20}
				result, err = client.TSCreateWithArgs(ctx, "4", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				resultInfo, err := client.TSInfo(ctx, "4").Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(resultInfo["labels"].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"Time", "Series"}))
				} else {
					Expect(resultInfo["labels"].(map[interface{}]interface{})["Time"]).To(BeEquivalentTo("Series"))
				}
				// Test chunk size
				opt = &redis.TSOptions{ChunkSize: 128}
				result, err = client.TSCreateWithArgs(ctx, "ts-cs-1", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				resultInfo, err = client.TSInfo(ctx, "ts-cs-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["chunkSize"]).To(BeEquivalentTo(128))
				// Test duplicate policy
				duplicate_policies := []string{"BLOCK", "LAST", "FIRST", "MIN", "MAX"}
				for _, dup := range duplicate_policies {
					keyName := "ts-dup-" + dup
					opt = &redis.TSOptions{DuplicatePolicy: dup}
					result, err = client.TSCreateWithArgs(ctx, keyName, opt).Result()
					Expect(err).NotTo(HaveOccurred())
					Expect(result).To(BeEquivalentTo("OK"))
					resultInfo, err = client.TSInfo(ctx, keyName).Result()
					Expect(err).NotTo(HaveOccurred())
					Expect(strings.ToUpper(resultInfo["duplicatePolicy"].(string))).To(BeEquivalentTo(dup))
				}
				// Test insertion filters
				opt = &redis.TSOptions{IgnoreMaxTimeDiff: 5, DuplicatePolicy: "LAST", IgnoreMaxValDiff: 10.0}
				result, err = client.TSCreateWithArgs(ctx, "ts-if-1", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				resultAdd, err := client.TSAdd(ctx, "ts-if-1", 1000, 1.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1000))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1010, 11.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1010))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1013, 10.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1010))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1020, 11.5).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1020))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1021, 22.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1021))

				rangePoints, err := client.TSRange(ctx, "ts-if-1", 1000, 1021).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(4))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{
					{Timestamp: 1000, Value: 1.0},
					{Timestamp: 1010, Value: 11.0},
					{Timestamp: 1020, Value: 11.5},
					{Timestamp: 1021, Value: 22.0}}))
				// Test insertion filters with other duplicate policy
				opt = &redis.TSOptions{IgnoreMaxTimeDiff: 5, IgnoreMaxValDiff: 10.0}
				result, err = client.TSCreateWithArgs(ctx, "ts-if-2", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				resultAdd1, err := client.TSAdd(ctx, "ts-if-1", 1000, 1.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd1).To(BeEquivalentTo(1000))
				resultAdd1, err = client.TSAdd(ctx, "ts-if-1", 1010, 11.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd1).To(BeEquivalentTo(1010))
				resultAdd1, err = client.TSAdd(ctx, "ts-if-1", 1013, 10.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd1).To(BeEquivalentTo(1013))

				rangePoints, err = client.TSRange(ctx, "ts-if-1", 1000, 1013).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(3))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{
					{Timestamp: 1000, Value: 1.0},
					{Timestamp: 1010, Value: 11.0},
					{Timestamp: 1013, Value: 10.0}}))
			})
			It("should TSAdd and TSAddWithArgs", Label("timeseries", "tsadd", "tsaddWithArgs", "NonRedisEnterprise"), func() {
				SkipBeforeRedisVersion(7.4, "older redis stack has different results for timeseries module")
				result, err := client.TSAdd(ctx, "1", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				// Test TSAddWithArgs
				opt := &redis.TSOptions{Retention: 10}
				result, err = client.TSAddWithArgs(ctx, "2", 2, 3, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(2))
				opt = &redis.TSOptions{Labels: map[string]string{"Redis": "Labs"}}
				result, err = client.TSAddWithArgs(ctx, "3", 3, 2, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(3))
				opt = &redis.TSOptions{Labels: map[string]string{"Redis": "Labs", "Time": "Series"}, Retention: 10}
				result, err = client.TSAddWithArgs(ctx, "4", 4, 2, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(4))
				resultInfo, err := client.TSInfo(ctx, "4").Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(resultInfo["labels"].([]interface{})).To(ContainElement([]interface{}{"Time", "Series"}))
				} else {
					Expect(resultInfo["labels"].(map[interface{}]interface{})["Time"]).To(BeEquivalentTo("Series"))
				}
				// Test chunk size
				opt = &redis.TSOptions{ChunkSize: 128}
				result, err = client.TSAddWithArgs(ctx, "ts-cs-1", 1, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				resultInfo, err = client.TSInfo(ctx, "ts-cs-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["chunkSize"]).To(BeEquivalentTo(128))
				// Test duplicate policy
				// LAST
				opt = &redis.TSOptions{DuplicatePolicy: "LAST"}
				result, err = client.TSAddWithArgs(ctx, "tsal-1", 1, 5, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				result, err = client.TSAddWithArgs(ctx, "tsal-1", 1, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				resultGet, err := client.TSGet(ctx, "tsal-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet.Value).To(BeEquivalentTo(10))
				// FIRST
				opt = &redis.TSOptions{DuplicatePolicy: "FIRST"}
				result, err = client.TSAddWithArgs(ctx, "tsaf-1", 1, 5, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				result, err = client.TSAddWithArgs(ctx, "tsaf-1", 1, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				resultGet, err = client.TSGet(ctx, "tsaf-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet.Value).To(BeEquivalentTo(5))
				// MAX
				opt = &redis.TSOptions{DuplicatePolicy: "MAX"}
				result, err = client.TSAddWithArgs(ctx, "tsam-1", 1, 5, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				result, err = client.TSAddWithArgs(ctx, "tsam-1", 1, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				resultGet, err = client.TSGet(ctx, "tsam-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet.Value).To(BeEquivalentTo(10))
				// MIN
				opt = &redis.TSOptions{DuplicatePolicy: "MIN"}
				result, err = client.TSAddWithArgs(ctx, "tsami-1", 1, 5, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				result, err = client.TSAddWithArgs(ctx, "tsami-1", 1, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1))
				resultGet, err = client.TSGet(ctx, "tsami-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet.Value).To(BeEquivalentTo(5))
				// Insertion filters
				opt = &redis.TSOptions{IgnoreMaxTimeDiff: 5, IgnoreMaxValDiff: 10.0, DuplicatePolicy: "LAST"}
				result, err = client.TSAddWithArgs(ctx, "ts-if-1", 1000, 1.0, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1000))

				result, err = client.TSAddWithArgs(ctx, "ts-if-1", 1004, 3.0, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo(1000))

				rangePoints, err := client.TSRange(ctx, "ts-if-1", 1000, 1004).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(1))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1000, Value: 1.0}}))
			})

			It("should TSAlter", Label("timeseries", "tsalter", "NonRedisEnterprise"), func() {
				SkipBeforeRedisVersion(7.4, "older redis stack has different results for timeseries module")
				result, err := client.TSCreate(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				resultInfo, err := client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["retentionTime"]).To(BeEquivalentTo(0))

				opt := &redis.TSAlterOptions{Retention: 10}
				resultAlter, err := client.TSAlter(ctx, "1", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAlter).To(BeEquivalentTo("OK"))

				resultInfo, err = client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["retentionTime"]).To(BeEquivalentTo(10))

				resultInfo, err = client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(resultInfo["labels"]).To(BeEquivalentTo([]interface{}{}))
				} else {
					Expect(resultInfo["labels"]).To(BeEquivalentTo(map[interface{}]interface{}{}))
				}

				opt = &redis.TSAlterOptions{Labels: map[string]string{"Time": "Series"}}
				resultAlter, err = client.TSAlter(ctx, "1", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAlter).To(BeEquivalentTo("OK"))

				resultInfo, err = client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(resultInfo["labels"].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"Time", "Series"}))
					Expect(resultInfo["retentionTime"]).To(BeEquivalentTo(10))
					if RedisVersion >= 8 {
						Expect(resultInfo["duplicatePolicy"]).To(BeEquivalentTo("block"))
					} else {
						// Older versions of Redis had a bug where the duplicate policy was not set correctly
						Expect(resultInfo["duplicatePolicy"]).To(BeEquivalentTo(redis.Nil))
					}
				} else {
					Expect(resultInfo["labels"].(map[interface{}]interface{})["Time"]).To(BeEquivalentTo("Series"))
					Expect(resultInfo["retentionTime"]).To(BeEquivalentTo(10))
					if RedisVersion >= 8 {
						Expect(resultInfo["duplicatePolicy"]).To(BeEquivalentTo("block"))
					} else {
						// Older versions of Redis had a bug where the duplicate policy was not set correctly
						Expect(resultInfo["duplicatePolicy"]).To(BeEquivalentTo(redis.Nil))
					}
				}
				opt = &redis.TSAlterOptions{DuplicatePolicy: "min"}
				resultAlter, err = client.TSAlter(ctx, "1", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAlter).To(BeEquivalentTo("OK"))

				resultInfo, err = client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["duplicatePolicy"]).To(BeEquivalentTo("min"))
				// Test insertion filters
				resultAdd, err := client.TSAdd(ctx, "ts-if-1", 1000, 1.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1000))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1010, 11.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1010))
				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1013, 10.0).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1013))

				alterOpt := &redis.TSAlterOptions{IgnoreMaxTimeDiff: 5, IgnoreMaxValDiff: 10.0, DuplicatePolicy: "LAST"}
				resultAlter, err = client.TSAlter(ctx, "ts-if-1", alterOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAlter).To(BeEquivalentTo("OK"))

				resultAdd, err = client.TSAdd(ctx, "ts-if-1", 1015, 11.5).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(1013))

				rangePoints, err := client.TSRange(ctx, "ts-if-1", 1000, 1013).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(3))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{
					{Timestamp: 1000, Value: 1.0},
					{Timestamp: 1010, Value: 11.0},
					{Timestamp: 1013, Value: 10.0}}))
			})

			It("should TSCreateRule and TSDeleteRule", Label("timeseries", "tscreaterule", "tsdeleterule"), func() {
				result, err := client.TSCreate(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				result, err = client.TSCreate(ctx, "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				result, err = client.TSCreateRule(ctx, "1", "2", redis.Avg, 100).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo("OK"))
				for i := 0; i < 50; i++ {
					resultAdd, err := client.TSAdd(ctx, "1", 100+i*2, 1).Result()
					Expect(err).NotTo(HaveOccurred())
					Expect(resultAdd).To(BeEquivalentTo(100 + i*2))
					resultAdd, err = client.TSAdd(ctx, "1", 100+i*2+1, 2).Result()
					Expect(err).NotTo(HaveOccurred())
					Expect(resultAdd).To(BeEquivalentTo(100 + i*2 + 1))

				}
				resultAdd, err := client.TSAdd(ctx, "1", 100*2, 1.5).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultAdd).To(BeEquivalentTo(100 * 2))
				resultGet, err := client.TSGet(ctx, "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet.Value).To(BeEquivalentTo(1.5))
				Expect(resultGet.Timestamp).To(BeEquivalentTo(100))

				resultDeleteRule, err := client.TSDeleteRule(ctx, "1", "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultDeleteRule).To(BeEquivalentTo("OK"))
				resultInfo, err := client.TSInfo(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(resultInfo["rules"]).To(BeEquivalentTo([]interface{}{}))
				} else {
					Expect(resultInfo["rules"]).To(BeEquivalentTo(map[interface{}]interface{}{}))
				}
			})

			It("should TSIncrBy, TSIncrByWithArgs, TSDecrBy and TSDecrByWithArgs", Label("timeseries", "tsincrby", "tsdecrby", "tsincrbyWithArgs", "tsdecrbyWithArgs", "NonRedisEnterprise"), func() {
				SkipBeforeRedisVersion(7.4, "older redis stack has different results for timeseries module")
				for i := 0; i < 100; i++ {
					_, err := client.TSIncrBy(ctx, "1", 1).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				result, err := client.TSGet(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Value).To(BeEquivalentTo(100))

				for i := 0; i < 100; i++ {
					_, err := client.TSDecrBy(ctx, "1", 1).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				result, err = client.TSGet(ctx, "1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Value).To(BeEquivalentTo(0))

				opt := &redis.TSIncrDecrOptions{Timestamp: 5}
				_, err = client.TSIncrByWithArgs(ctx, "2", 1.5, opt).Result()
				Expect(err).NotTo(HaveOccurred())

				result, err = client.TSGet(ctx, "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(5))
				Expect(result.Value).To(BeEquivalentTo(1.5))

				opt = &redis.TSIncrDecrOptions{Timestamp: 7}
				_, err = client.TSIncrByWithArgs(ctx, "2", 2.25, opt).Result()
				Expect(err).NotTo(HaveOccurred())

				result, err = client.TSGet(ctx, "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(7))
				Expect(result.Value).To(BeEquivalentTo(3.75))

				opt = &redis.TSIncrDecrOptions{Timestamp: 15}
				_, err = client.TSDecrByWithArgs(ctx, "2", 1.5, opt).Result()
				Expect(err).NotTo(HaveOccurred())

				result, err = client.TSGet(ctx, "2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(15))
				Expect(result.Value).To(BeEquivalentTo(2.25))

				// Test chunk size INCRBY
				opt = &redis.TSIncrDecrOptions{ChunkSize: 128}
				_, err = client.TSIncrByWithArgs(ctx, "3", 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())

				resultInfo, err := client.TSInfo(ctx, "3").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["chunkSize"]).To(BeEquivalentTo(128))

				// Test chunk size DECRBY
				opt = &redis.TSIncrDecrOptions{ChunkSize: 128}
				_, err = client.TSDecrByWithArgs(ctx, "4", 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())

				resultInfo, err = client.TSInfo(ctx, "4").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultInfo["chunkSize"]).To(BeEquivalentTo(128))

				// Test insertion filters INCRBY
				opt = &redis.TSIncrDecrOptions{Timestamp: 1000, IgnoreMaxTimeDiff: 5, IgnoreMaxValDiff: 10.0, DuplicatePolicy: "LAST"}
				res, err := client.TSIncrByWithArgs(ctx, "ts-if-1", 1.0, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				res, err = client.TSIncrByWithArgs(ctx, "ts-if-1", 3.0, &redis.TSIncrDecrOptions{Timestamp: 1000}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				rangePoints, err := client.TSRange(ctx, "ts-if-1", 1000, 1004).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(1))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1000, Value: 1.0}}))

				res, err = client.TSIncrByWithArgs(ctx, "ts-if-1", 10.1, &redis.TSIncrDecrOptions{Timestamp: 1000}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				rangePoints, err = client.TSRange(ctx, "ts-if-1", 1000, 1004).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(1))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1000, Value: 11.1}}))

				// Test insertion filters DECRBY
				opt = &redis.TSIncrDecrOptions{Timestamp: 1000, IgnoreMaxTimeDiff: 5, IgnoreMaxValDiff: 10.0, DuplicatePolicy: "LAST"}
				res, err = client.TSDecrByWithArgs(ctx, "ts-if-2", 1.0, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				res, err = client.TSDecrByWithArgs(ctx, "ts-if-2", 3.0, &redis.TSIncrDecrOptions{Timestamp: 1000}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				rangePoints, err = client.TSRange(ctx, "ts-if-2", 1000, 1004).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(1))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1000, Value: -1.0}}))

				res, err = client.TSDecrByWithArgs(ctx, "ts-if-2", 10.1, &redis.TSIncrDecrOptions{Timestamp: 1000}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(res).To(BeEquivalentTo(1000))

				rangePoints, err = client.TSRange(ctx, "ts-if-2", 1000, 1004).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(rangePoints)).To(BeEquivalentTo(1))
				Expect(rangePoints).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1000, Value: -11.1}}))
			})

			It("should TSGet", Label("timeseries", "tsget"), func() {
				opt := &redis.TSOptions{DuplicatePolicy: "max"}
				resultGet, err := client.TSAddWithArgs(ctx, "foo", 2265985, 151, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet).To(BeEquivalentTo(2265985))
				result, err := client.TSGet(ctx, "foo").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(2265985))
				Expect(result.Value).To(BeEquivalentTo(151))
			})

			It("should TSGet Latest", Label("timeseries", "tsgetlatest", "NonRedisEnterprise"), func() {
				resultGet, err := client.TSCreate(ctx, "tsgl-1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet).To(BeEquivalentTo("OK"))
				resultGet, err = client.TSCreate(ctx, "tsgl-2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet).To(BeEquivalentTo("OK"))

				resultGet, err = client.TSCreateRule(ctx, "tsgl-1", "tsgl-2", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())

				Expect(resultGet).To(BeEquivalentTo("OK"))
				_, err = client.TSAdd(ctx, "tsgl-1", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "tsgl-1", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "tsgl-1", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "tsgl-1", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				result, errGet := client.TSGet(ctx, "tsgl-2").Result()
				Expect(errGet).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(0))
				Expect(result.Value).To(BeEquivalentTo(4))
				result, errGet = client.TSGetWithArgs(ctx, "tsgl-2", &redis.TSGetOptions{Latest: true}).Result()
				Expect(errGet).NotTo(HaveOccurred())
				Expect(result.Timestamp).To(BeEquivalentTo(10))
				Expect(result.Value).To(BeEquivalentTo(8))
			})

			It("should TSInfo", Label("timeseries", "tsinfo"), func() {
				resultGet, err := client.TSAdd(ctx, "foo", 2265985, 151).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet).To(BeEquivalentTo(2265985))
				result, err := client.TSInfo(ctx, "foo").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result["firstTimestamp"]).To(BeEquivalentTo(2265985))
			})

			It("should TSMAdd", Label("timeseries", "tsmadd"), func() {
				resultGet, err := client.TSCreate(ctx, "a").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultGet).To(BeEquivalentTo("OK"))
				ktvSlices := make([][]interface{}, 3)
				for i := 0; i < 3; i++ {
					ktvSlices[i] = make([]interface{}, 3)
					ktvSlices[i][0] = "a"
					for j := 1; j < 3; j++ {
						ktvSlices[i][j] = (i + j) * j
					}
				}
				result, err := client.TSMAdd(ctx, ktvSlices).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]int64{1, 2, 3}))
			})

			It("should TSMGet and TSMGetWithArgs", Label("timeseries", "tsmget", "tsmgetWithArgs", "NonRedisEnterprise"), func() {
				opt := &redis.TSOptions{Labels: map[string]string{"Test": "This"}}
				resultCreate, err := client.TSCreateWithArgs(ctx, "a", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"Test": "This", "Taste": "That"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				_, err = client.TSAdd(ctx, "a", "*", 15).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "b", "*", 25).Result()
				Expect(err).NotTo(HaveOccurred())

				result, err := client.TSMGet(ctx, []string{"Test=This"}).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1].([]interface{})[1]).To(BeEquivalentTo("15"))
					Expect(result["b"][1].([]interface{})[1]).To(BeEquivalentTo("25"))
				} else {
					Expect(result["a"][1].([]interface{})[1]).To(BeEquivalentTo(15))
					Expect(result["b"][1].([]interface{})[1]).To(BeEquivalentTo(25))
				}
				mgetOpt := &redis.TSMGetOptions{WithLabels: true}
				result, err = client.TSMGetWithArgs(ctx, []string{"Test=This"}, mgetOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["b"][0]).To(ConsistOf([]interface{}{"Test", "This"}, []interface{}{"Taste", "That"}))
				} else {
					Expect(result["b"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"Test": "This", "Taste": "That"}))
				}

				resultCreate, err = client.TSCreate(ctx, "c").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"is_compaction": "true"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "d", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				resultCreateRule, err := client.TSCreateRule(ctx, "c", "d", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreateRule).To(BeEquivalentTo("OK"))
				_, err = client.TSAdd(ctx, "c", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				result, err = client.TSMGet(ctx, []string{"is_compaction=true"}).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["d"][1]).To(BeEquivalentTo([]interface{}{int64(0), "4"}))
				} else {
					Expect(result["d"][1]).To(BeEquivalentTo([]interface{}{int64(0), 4.0}))
				}
				mgetOpt = &redis.TSMGetOptions{Latest: true}
				result, err = client.TSMGetWithArgs(ctx, []string{"is_compaction=true"}, mgetOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["d"][1]).To(BeEquivalentTo([]interface{}{int64(10), "8"}))
				} else {
					Expect(result["d"][1]).To(BeEquivalentTo([]interface{}{int64(10), 8.0}))
				}
			})

			It("should TSQueryIndex", Label("timeseries", "tsqueryindex"), func() {
				opt := &redis.TSOptions{Labels: map[string]string{"Test": "This"}}
				resultCreate, err := client.TSCreateWithArgs(ctx, "a", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"Test": "This", "Taste": "That"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				result, err := client.TSQueryIndex(ctx, []string{"Test=This"}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				result, err = client.TSQueryIndex(ctx, []string{"Taste=That"}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(1))
			})

			It("should TSDel and TSRange", Label("timeseries", "tsdel", "tsrange"), func() {
				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				resultDelete, err := client.TSDel(ctx, "a", 0, 21).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultDelete).To(BeEquivalentTo(22))

				resultRange, err := client.TSRange(ctx, "a", 0, 21).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange).To(BeEquivalentTo([]redis.TSTimestampValue{}))

				resultRange, err = client.TSRange(ctx, "a", 22, 22).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 22, Value: 1}))
			})

			It("should TSRange, TSRangeWithArgs", Label("timeseries", "tsrange", "tsrangeWithArgs", "NonRedisEnterprise"), func() {
				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())

				}
				result, err := client.TSRange(ctx, "a", 0, 200).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(100))
				for i := 0; i < 100; i++ {
					client.TSAdd(ctx, "a", i+200, float64(i%7))
				}
				result, err = client.TSRange(ctx, "a", 0, 500).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(200))
				fts := make([]int, 0)
				for i := 10; i < 20; i++ {
					fts = append(fts, i)
				}
				opt := &redis.TSRangeOptions{FilterByTS: fts, FilterByValue: []int{1, 2}}
				result, err = client.TSRangeWithArgs(ctx, "a", 0, 500, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				opt = &redis.TSRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "+"}
				result, err = client.TSRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 0, Value: 10}, {Timestamp: 10, Value: 1}}))
				opt = &redis.TSRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "5"}
				result, err = client.TSRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 0, Value: 5}, {Timestamp: 5, Value: 6}}))
				opt = &redis.TSRangeOptions{Aggregator: redis.Twa, BucketDuration: 10}
				result, err = client.TSRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 0, Value: 2.55}, {Timestamp: 10, Value: 3}}))
				// Test Range Latest
				resultCreate, err := client.TSCreate(ctx, "t1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				resultCreate, err = client.TSCreate(ctx, "t2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				resultRule, err := client.TSCreateRule(ctx, "t1", "t2", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRule).To(BeEquivalentTo("OK"))
				_, errAdd := client.TSAdd(ctx, "t1", 1, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 2, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 11, 7).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 13, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				resultRange, err := client.TSRange(ctx, "t1", 0, 20).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 1, Value: 1}))

				opt = &redis.TSRangeOptions{Latest: true}
				resultRange, err = client.TSRangeWithArgs(ctx, "t2", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 0, Value: 4}))
				// Test Bucket Timestamp
				resultCreate, err = client.TSCreate(ctx, "t3").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				_, errAdd = client.TSAdd(ctx, "t3", 15, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 17, 4).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 51, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 73, 5).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 75, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())

				opt = &redis.TSRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10}
				resultRange, err = client.TSRangeWithArgs(ctx, "t3", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 10, Value: 4}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))

				opt = &redis.TSRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10, BucketTimestamp: "+"}
				resultRange, err = client.TSRangeWithArgs(ctx, "t3", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 20, Value: 4}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))
				// Test Empty
				_, errAdd = client.TSAdd(ctx, "t4", 15, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 17, 4).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 51, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 73, 5).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 75, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())

				opt = &redis.TSRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10}
				resultRange, err = client.TSRangeWithArgs(ctx, "t4", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 10, Value: 4}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))

				opt = &redis.TSRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10, Empty: true}
				resultRange, err = client.TSRangeWithArgs(ctx, "t4", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 10, Value: 4}))
				Expect(len(resultRange)).To(BeEquivalentTo(7))
			})

			It("should TSRevRange, TSRevRangeWithArgs", Label("timeseries", "tsrevrange", "tsrevrangeWithArgs", "NonRedisEnterprise"), func() {
				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())

				}
				result, err := client.TSRange(ctx, "a", 0, 200).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(100))
				for i := 0; i < 100; i++ {
					client.TSAdd(ctx, "a", i+200, float64(i%7))
				}
				result, err = client.TSRange(ctx, "a", 0, 500).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(200))

				opt := &redis.TSRevRangeOptions{Aggregator: redis.Avg, BucketDuration: 10}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 500, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(20))

				opt = &redis.TSRevRangeOptions{Count: 10}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 500, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(10))

				fts := make([]int, 0)
				for i := 10; i < 20; i++ {
					fts = append(fts, i)
				}
				opt = &redis.TSRevRangeOptions{FilterByTS: fts, FilterByValue: []int{1, 2}}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 500, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "+"}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 10, Value: 1}, {Timestamp: 0, Value: 10}}))

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "1"}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 1, Value: 10}, {Timestamp: 0, Value: 1}}))

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Twa, BucketDuration: 10}
				result, err = client.TSRevRangeWithArgs(ctx, "a", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(result).To(BeEquivalentTo([]redis.TSTimestampValue{{Timestamp: 10, Value: 3}, {Timestamp: 0, Value: 2.55}}))
				// Test Range Latest
				resultCreate, err := client.TSCreate(ctx, "t1").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				resultCreate, err = client.TSCreate(ctx, "t2").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				resultRule, err := client.TSCreateRule(ctx, "t1", "t2", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRule).To(BeEquivalentTo("OK"))
				_, errAdd := client.TSAdd(ctx, "t1", 1, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 2, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 11, 7).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t1", 13, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				resultRange, err := client.TSRange(ctx, "t2", 0, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 0, Value: 4}))
				opt = &redis.TSRevRangeOptions{Latest: true}
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t2", 0, 10, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 10, Value: 8}))
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t2", 0, 9, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 0, Value: 4}))
				// Test Bucket Timestamp
				resultCreate, err = client.TSCreate(ctx, "t3").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				_, errAdd = client.TSAdd(ctx, "t3", 15, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 17, 4).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 51, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 73, 5).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t3", 75, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10}
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t3", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 70, Value: 5}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10, BucketTimestamp: "+"}
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t3", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 80, Value: 5}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))
				// Test Empty
				_, errAdd = client.TSAdd(ctx, "t4", 15, 1).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 17, 4).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 51, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 73, 5).Result()
				Expect(errAdd).NotTo(HaveOccurred())
				_, errAdd = client.TSAdd(ctx, "t4", 75, 3).Result()
				Expect(errAdd).NotTo(HaveOccurred())

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10}
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t4", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 70, Value: 5}))
				Expect(len(resultRange)).To(BeEquivalentTo(3))

				opt = &redis.TSRevRangeOptions{Aggregator: redis.Max, Align: 0, BucketDuration: 10, Empty: true}
				resultRange, err = client.TSRevRangeWithArgs(ctx, "t4", 0, 100, opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultRange[0]).To(BeEquivalentTo(redis.TSTimestampValue{Timestamp: 70, Value: 5}))
				Expect(len(resultRange)).To(BeEquivalentTo(7))
			})

			It("should TSMRange and TSMRangeWithArgs", Label("timeseries", "tsmrange", "tsmrangeWithArgs"), func() {
				createOpt := &redis.TSOptions{Labels: map[string]string{"Test": "This", "team": "ny"}}
				resultCreate, err := client.TSCreateWithArgs(ctx, "a", createOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				createOpt = &redis.TSOptions{Labels: map[string]string{"Test": "This", "Taste": "That", "team": "sf"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", createOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())
					_, err = client.TSAdd(ctx, "b", i, float64(i%11)).Result()
					Expect(err).NotTo(HaveOccurred())
				}

				result, err := client.TSMRange(ctx, 0, 200, []string{"Test=This"}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(100))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(100))
				}
				// Test Count
				mrangeOpt := &redis.TSMRangeOptions{Count: 10}
				result, err = client.TSMRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(10))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(10))
				}
				// Test Aggregation and BucketDuration
				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i+200, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				mrangeOpt = &redis.TSMRangeOptions{Aggregator: redis.Avg, BucketDuration: 10}
				result, err = client.TSMRangeWithArgs(ctx, 0, 500, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(20))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(20))
				}
				// Test WithLabels
				if client.Options().Protocol == 2 {
					Expect(result["a"][0]).To(BeEquivalentTo([]interface{}{}))
				} else {
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{}))
				}
				mrangeOpt = &redis.TSMRangeOptions{WithLabels: true}
				result, err = client.TSMRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][0]).To(ConsistOf([]interface{}{[]interface{}{"Test", "This"}, []interface{}{"team", "ny"}}))
				} else {
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"Test": "This", "team": "ny"}))
				}
				// Test SelectedLabels
				mrangeOpt = &redis.TSMRangeOptions{SelectedLabels: []interface{}{"team"}}
				result, err = client.TSMRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][0].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"team", "ny"}))
					Expect(result["b"][0].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"team", "sf"}))
				} else {
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"team": "ny"}))
					Expect(result["b"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"team": "sf"}))
				}
				// Test FilterBy
				fts := make([]int, 0)
				for i := 10; i < 20; i++ {
					fts = append(fts, i)
				}
				mrangeOpt = &redis.TSMRangeOptions{FilterByTS: fts, FilterByValue: []int{1, 2}}
				result, err = client.TSMRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1].([]interface{})).To(BeEquivalentTo([]interface{}{[]interface{}{int64(15), "1"}, []interface{}{int64(16), "2"}}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(15), 1.0}, []interface{}{int64(16), 2.0}}))
				}
				// Test GroupBy
				mrangeOpt = &redis.TSMRangeOptions{GroupByLabel: "Test", Reducer: "sum"}
				result, err = client.TSMRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["Test=This"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "0"}, []interface{}{int64(1), "2"}, []interface{}{int64(2), "4"}, []interface{}{int64(3), "6"}}))
				} else {
					Expect(result["Test=This"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 0.0}, []interface{}{int64(1), 2.0}, []interface{}{int64(2), 4.0}, []interface{}{int64(3), 6.0}}))
				}
				mrangeOpt = &redis.TSMRangeOptions{GroupByLabel: "Test", Reducer: "max"}
				result, err = client.TSMRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["Test=This"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "0"}, []interface{}{int64(1), "1"}, []interface{}{int64(2), "2"}, []interface{}{int64(3), "3"}}))
				} else {
					Expect(result["Test=This"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 0.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(3), 3.0}}))
				}

				mrangeOpt = &redis.TSMRangeOptions{GroupByLabel: "team", Reducer: "min"}
				result, err = client.TSMRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(result["team=ny"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "0"}, []interface{}{int64(1), "1"}, []interface{}{int64(2), "2"}, []interface{}{int64(3), "3"}}))
					Expect(result["team=sf"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "0"}, []interface{}{int64(1), "1"}, []interface{}{int64(2), "2"}, []interface{}{int64(3), "3"}}))
				} else {
					Expect(result["team=ny"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 0.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(3), 3.0}}))
					Expect(result["team=sf"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 0.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(3), 3.0}}))
				}
				// Test Align
				mrangeOpt = &redis.TSMRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "-"}
				result, err = client.TSMRangeWithArgs(ctx, 0, 10, []string{"team=ny"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "10"}, []interface{}{int64(10), "1"}}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 10.0}, []interface{}{int64(10), 1.0}}))
				}

				mrangeOpt = &redis.TSMRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: 5}
				result, err = client.TSMRangeWithArgs(ctx, 0, 10, []string{"team=ny"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), "5"}, []interface{}{int64(5), "6"}}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 5.0}, []interface{}{int64(5), 6.0}}))
				}
			})

			It("should TSMRangeWithArgs Latest", Label("timeseries", "tsmrangeWithArgs", "tsmrangelatest", "NonRedisEnterprise"), func() {
				resultCreate, err := client.TSCreate(ctx, "a").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt := &redis.TSOptions{Labels: map[string]string{"is_compaction": "true"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				resultCreate, err = client.TSCreate(ctx, "c").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"is_compaction": "true"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "d", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				resultCreateRule, err := client.TSCreateRule(ctx, "a", "b", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreateRule).To(BeEquivalentTo("OK"))
				resultCreateRule, err = client.TSCreateRule(ctx, "c", "d", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreateRule).To(BeEquivalentTo("OK"))

				_, err = client.TSAdd(ctx, "a", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())

				_, err = client.TSAdd(ctx, "c", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				mrangeOpt := &redis.TSMRangeOptions{Latest: true}
				result, err := client.TSMRangeWithArgs(ctx, 0, 10, []string{"is_compaction=true"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["b"][1]).To(ConsistOf([]interface{}{int64(0), "4"}, []interface{}{int64(10), "8"}))
					Expect(result["d"][1]).To(ConsistOf([]interface{}{int64(0), "4"}, []interface{}{int64(10), "8"}))
				} else {
					Expect(result["b"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 4.0}, []interface{}{int64(10), 8.0}}))
					Expect(result["d"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(0), 4.0}, []interface{}{int64(10), 8.0}}))
				}
			})
			It("should TSMRevRange and TSMRevRangeWithArgs", Label("timeseries", "tsmrevrange", "tsmrevrangeWithArgs"), func() {
				createOpt := &redis.TSOptions{Labels: map[string]string{"Test": "This", "team": "ny"}}
				resultCreate, err := client.TSCreateWithArgs(ctx, "a", createOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				createOpt = &redis.TSOptions{Labels: map[string]string{"Test": "This", "Taste": "That", "team": "sf"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", createOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())
					_, err = client.TSAdd(ctx, "b", i, float64(i%11)).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				result, err := client.TSMRevRange(ctx, 0, 200, []string{"Test=This"}).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(100))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(100))
				}
				// Test Count
				mrangeOpt := &redis.TSMRevRangeOptions{Count: 10}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(10))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(10))
				}
				// Test Aggregation and BucketDuration
				for i := 0; i < 100; i++ {
					_, err := client.TSAdd(ctx, "a", i+200, float64(i%7)).Result()
					Expect(err).NotTo(HaveOccurred())
				}
				mrangeOpt = &redis.TSMRevRangeOptions{Aggregator: redis.Avg, BucketDuration: 10}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 500, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(len(result["a"][1].([]interface{}))).To(BeEquivalentTo(20))
					Expect(result["a"][0]).To(BeEquivalentTo([]interface{}{}))
				} else {
					Expect(len(result["a"][2].([]interface{}))).To(BeEquivalentTo(20))
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{}))
				}
				mrangeOpt = &redis.TSMRevRangeOptions{WithLabels: true}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][0]).To(ConsistOf([]interface{}{[]interface{}{"Test", "This"}, []interface{}{"team", "ny"}}))
				} else {
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"Test": "This", "team": "ny"}))
				}
				// Test SelectedLabels
				mrangeOpt = &redis.TSMRevRangeOptions{SelectedLabels: []interface{}{"team"}}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][0].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"team", "ny"}))
					Expect(result["b"][0].([]interface{})[0]).To(BeEquivalentTo([]interface{}{"team", "sf"}))
				} else {
					Expect(result["a"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"team": "ny"}))
					Expect(result["b"][0]).To(BeEquivalentTo(map[interface{}]interface{}{"team": "sf"}))
				}
				// Test FilterBy
				fts := make([]int, 0)
				for i := 10; i < 20; i++ {
					fts = append(fts, i)
				}
				mrangeOpt = &redis.TSMRevRangeOptions{FilterByTS: fts, FilterByValue: []int{1, 2}}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 200, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1].([]interface{})).To(ConsistOf([]interface{}{int64(16), "2"}, []interface{}{int64(15), "1"}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(16), 2.0}, []interface{}{int64(15), 1.0}}))
				}
				// Test GroupBy
				mrangeOpt = &redis.TSMRevRangeOptions{GroupByLabel: "Test", Reducer: "sum"}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["Test=This"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), "6"}, []interface{}{int64(2), "4"}, []interface{}{int64(1), "2"}, []interface{}{int64(0), "0"}}))
				} else {
					Expect(result["Test=This"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), 6.0}, []interface{}{int64(2), 4.0}, []interface{}{int64(1), 2.0}, []interface{}{int64(0), 0.0}}))
				}
				mrangeOpt = &redis.TSMRevRangeOptions{GroupByLabel: "Test", Reducer: "max"}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["Test=This"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), "3"}, []interface{}{int64(2), "2"}, []interface{}{int64(1), "1"}, []interface{}{int64(0), "0"}}))
				} else {
					Expect(result["Test=This"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), 3.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(0), 0.0}}))
				}
				mrangeOpt = &redis.TSMRevRangeOptions{GroupByLabel: "team", Reducer: "min"}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 3, []string{"Test=This"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(len(result)).To(BeEquivalentTo(2))
				if client.Options().Protocol == 2 {
					Expect(result["team=ny"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), "3"}, []interface{}{int64(2), "2"}, []interface{}{int64(1), "1"}, []interface{}{int64(0), "0"}}))
					Expect(result["team=sf"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), "3"}, []interface{}{int64(2), "2"}, []interface{}{int64(1), "1"}, []interface{}{int64(0), "0"}}))
				} else {
					Expect(result["team=ny"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), 3.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(0), 0.0}}))
					Expect(result["team=sf"][3]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(3), 3.0}, []interface{}{int64(2), 2.0}, []interface{}{int64(1), 1.0}, []interface{}{int64(0), 0.0}}))
				}
				// Test Align
				mrangeOpt = &redis.TSMRevRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: "-"}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 10, []string{"team=ny"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), "1"}, []interface{}{int64(0), "10"}}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), 1.0}, []interface{}{int64(0), 10.0}}))
				}
				mrangeOpt = &redis.TSMRevRangeOptions{Aggregator: redis.Count, BucketDuration: 10, Align: 1}
				result, err = client.TSMRevRangeWithArgs(ctx, 0, 10, []string{"team=ny"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["a"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(1), "10"}, []interface{}{int64(0), "1"}}))
				} else {
					Expect(result["a"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(1), 10.0}, []interface{}{int64(0), 1.0}}))
				}
			})

			It("should TSMRevRangeWithArgs Latest", Label("timeseries", "tsmrevrangeWithArgs", "tsmrevrangelatest", "NonRedisEnterprise"), func() {
				resultCreate, err := client.TSCreate(ctx, "a").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt := &redis.TSOptions{Labels: map[string]string{"is_compaction": "true"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "b", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				resultCreate, err = client.TSCreate(ctx, "c").Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))
				opt = &redis.TSOptions{Labels: map[string]string{"is_compaction": "true"}}
				resultCreate, err = client.TSCreateWithArgs(ctx, "d", opt).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreate).To(BeEquivalentTo("OK"))

				resultCreateRule, err := client.TSCreateRule(ctx, "a", "b", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreateRule).To(BeEquivalentTo("OK"))
				resultCreateRule, err = client.TSCreateRule(ctx, "c", "d", redis.Sum, 10).Result()
				Expect(err).NotTo(HaveOccurred())
				Expect(resultCreateRule).To(BeEquivalentTo("OK"))

				_, err = client.TSAdd(ctx, "a", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "a", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())

				_, err = client.TSAdd(ctx, "c", 1, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 2, 3).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 11, 7).Result()
				Expect(err).NotTo(HaveOccurred())
				_, err = client.TSAdd(ctx, "c", 13, 1).Result()
				Expect(err).NotTo(HaveOccurred())
				mrangeOpt := &redis.TSMRevRangeOptions{Latest: true}
				result, err := client.TSMRevRangeWithArgs(ctx, 0, 10, []string{"is_compaction=true"}, mrangeOpt).Result()
				Expect(err).NotTo(HaveOccurred())
				if client.Options().Protocol == 2 {
					Expect(result["b"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), "8"}, []interface{}{int64(0), "4"}}))
					Expect(result["d"][1]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), "8"}, []interface{}{int64(0), "4"}}))
				} else {
					Expect(result["b"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), 8.0}, []interface{}{int64(0), 4.0}}))
					Expect(result["d"][2]).To(BeEquivalentTo([]interface{}{[]interface{}{int64(10), 8.0}, []interface{}{int64(0), 4.0}}))
				}
			})
		})
	}
})