mirror of https://github.com/go-redis/redis.git
1408 lines
69 KiB
Go
1408 lines
69 KiB
Go
package redis_test
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import (
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"context"
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"time"
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. "github.com/bsm/ginkgo/v2"
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. "github.com/bsm/gomega"
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"github.com/redis/go-redis/v9"
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)
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func WaitForIndexing(c *redis.Client, index string) {
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for {
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res, err := c.FTInfo(context.Background(), index).Result()
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Expect(err).NotTo(HaveOccurred())
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if c.Options().Protocol == 2 {
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if res.Indexing == 0 {
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return
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}
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time.Sleep(100 * time.Millisecond)
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}
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}
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}
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var _ = Describe("RediSearch commands", Label("search"), func() {
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ctx := context.TODO()
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var client *redis.Client
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BeforeEach(func() {
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client = redis.NewClient(&redis.Options{Addr: ":6379", Protocol: 2})
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Expect(client.FlushDB(ctx).Err()).NotTo(HaveOccurred())
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})
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AfterEach(func() {
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Expect(client.Close()).NotTo(HaveOccurred())
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})
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It("should FTCreate and FTSearch WithScores", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "txt", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "txt")
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client.HSet(ctx, "doc1", "txt", "foo baz")
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client.HSet(ctx, "doc2", "txt", "foo bar")
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res, err := client.FTSearchWithArgs(ctx, "txt", "foo ~bar", &redis.FTSearchOptions{WithScores: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res.Total).To(BeEquivalentTo(int64(2)))
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for _, doc := range res.Docs {
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Expect(*doc.Score).To(BeNumerically(">", 0))
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Expect(doc.ID).To(Or(Equal("doc1"), Equal("doc2")))
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}
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})
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It("should FTCreate and FTSearch stopwords", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "txt", &redis.FTCreateOptions{StopWords: []interface{}{"foo", "bar", "baz"}}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "txt")
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client.HSet(ctx, "doc1", "txt", "foo baz")
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client.HSet(ctx, "doc2", "txt", "hello world")
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res1, err := client.FTSearchWithArgs(ctx, "txt", "foo bar", &redis.FTSearchOptions{NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(0)))
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res2, err := client.FTSearchWithArgs(ctx, "txt", "foo bar hello world", &redis.FTSearchOptions{NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res2.Total).To(BeEquivalentTo(int64(1)))
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})
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It("should FTCreate and FTSearch filters", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "txt", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}, &redis.FieldSchema{FieldName: "num", FieldType: redis.SearchFieldTypeNumeric}, &redis.FieldSchema{FieldName: "loc", FieldType: redis.SearchFieldTypeGeo}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "txt")
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client.HSet(ctx, "doc1", "txt", "foo bar", "num", 3.141, "loc", "-0.441,51.458")
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client.HSet(ctx, "doc2", "txt", "foo baz", "num", 2, "loc", "-0.1,51.2")
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res1, err := client.FTSearchWithArgs(ctx, "txt", "foo", &redis.FTSearchOptions{Filters: []redis.FTSearchFilter{{FieldName: "num", Min: 0, Max: 2}}, NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(1)))
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Expect(res1.Docs[0].ID).To(BeEquivalentTo("doc2"))
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res2, err := client.FTSearchWithArgs(ctx, "txt", "foo", &redis.FTSearchOptions{Filters: []redis.FTSearchFilter{{FieldName: "num", Min: 0, Max: "+inf"}}, NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res2.Total).To(BeEquivalentTo(int64(2)))
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Expect(res2.Docs[0].ID).To(BeEquivalentTo("doc1"))
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// Test Geo filter
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geoFilter1 := redis.FTSearchGeoFilter{FieldName: "loc", Longitude: -0.44, Latitude: 51.45, Radius: 10, Unit: "km"}
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geoFilter2 := redis.FTSearchGeoFilter{FieldName: "loc", Longitude: -0.44, Latitude: 51.45, Radius: 100, Unit: "km"}
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res3, err := client.FTSearchWithArgs(ctx, "txt", "foo", &redis.FTSearchOptions{GeoFilter: []redis.FTSearchGeoFilter{geoFilter1}, NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res3.Total).To(BeEquivalentTo(int64(1)))
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Expect(res3.Docs[0].ID).To(BeEquivalentTo("doc1"))
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res4, err := client.FTSearchWithArgs(ctx, "txt", "foo", &redis.FTSearchOptions{GeoFilter: []redis.FTSearchGeoFilter{geoFilter2}, NoContent: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res4.Total).To(BeEquivalentTo(int64(2)))
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docs := []interface{}{res4.Docs[0].ID, res4.Docs[1].ID}
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Expect(docs).To(ContainElement("doc1"))
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Expect(docs).To(ContainElement("doc2"))
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})
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It("should FTCreate and FTSearch sortby", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "num", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}, &redis.FieldSchema{FieldName: "num", FieldType: redis.SearchFieldTypeNumeric, Sortable: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "num")
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client.HSet(ctx, "doc1", "txt", "foo bar", "num", 1)
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client.HSet(ctx, "doc2", "txt", "foo baz", "num", 2)
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client.HSet(ctx, "doc3", "txt", "foo qux", "num", 3)
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sortBy1 := redis.FTSearchSortBy{FieldName: "num", Asc: true}
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sortBy2 := redis.FTSearchSortBy{FieldName: "num", Desc: true}
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res1, err := client.FTSearchWithArgs(ctx, "num", "foo", &redis.FTSearchOptions{NoContent: true, SortBy: []redis.FTSearchSortBy{sortBy1}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(3)))
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Expect(res1.Docs[0].ID).To(BeEquivalentTo("doc1"))
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Expect(res1.Docs[1].ID).To(BeEquivalentTo("doc2"))
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Expect(res1.Docs[2].ID).To(BeEquivalentTo("doc3"))
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res2, err := client.FTSearchWithArgs(ctx, "num", "foo", &redis.FTSearchOptions{NoContent: true, SortBy: []redis.FTSearchSortBy{sortBy2}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res2.Total).To(BeEquivalentTo(int64(3)))
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Expect(res2.Docs[2].ID).To(BeEquivalentTo("doc1"))
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Expect(res2.Docs[1].ID).To(BeEquivalentTo("doc2"))
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Expect(res2.Docs[0].ID).To(BeEquivalentTo("doc3"))
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})
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It("should FTCreate and FTSearch example", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "txt", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText, Weight: 5}, &redis.FieldSchema{FieldName: "body", FieldType: redis.SearchFieldTypeText}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "txt")
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client.HSet(ctx, "doc1", "title", "RediSearch", "body", "Redisearch impements a search engine on top of redis")
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res1, err := client.FTSearchWithArgs(ctx, "txt", "search engine", &redis.FTSearchOptions{NoContent: true, Verbatim: true, LimitOffset: 0, Limit: 5}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(1)))
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})
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It("should FTCreate NoIndex", Label("search", "ftcreate", "ftsearch"), func() {
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text1 := &redis.FieldSchema{FieldName: "field", FieldType: redis.SearchFieldTypeText}
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text2 := &redis.FieldSchema{FieldName: "text", FieldType: redis.SearchFieldTypeText, NoIndex: true, Sortable: true}
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num := &redis.FieldSchema{FieldName: "numeric", FieldType: redis.SearchFieldTypeNumeric, NoIndex: true, Sortable: true}
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geo := &redis.FieldSchema{FieldName: "geo", FieldType: redis.SearchFieldTypeGeo, NoIndex: true, Sortable: true}
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tag := &redis.FieldSchema{FieldName: "tag", FieldType: redis.SearchFieldTypeTag, NoIndex: true, Sortable: true}
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val, err := client.FTCreate(ctx, "idx", &redis.FTCreateOptions{}, text1, text2, num, geo, tag).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "idx")
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client.HSet(ctx, "doc1", "field", "aaa", "text", "1", "numeric", 1, "geo", "1,1", "tag", "1")
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client.HSet(ctx, "doc2", "field", "aab", "text", "2", "numeric", 2, "geo", "2,2", "tag", "2")
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res1, err := client.FTSearch(ctx, "idx", "@text:aa*").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(0)))
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res2, err := client.FTSearch(ctx, "idx", "@field:aa*").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res2.Total).To(BeEquivalentTo(int64(2)))
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res3, err := client.FTSearchWithArgs(ctx, "idx", "*", &redis.FTSearchOptions{SortBy: []redis.FTSearchSortBy{{FieldName: "text", Desc: true}}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res3.Total).To(BeEquivalentTo(int64(2)))
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Expect(res3.Docs[0].ID).To(BeEquivalentTo("doc2"))
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res4, err := client.FTSearchWithArgs(ctx, "idx", "*", &redis.FTSearchOptions{SortBy: []redis.FTSearchSortBy{{FieldName: "text", Asc: true}}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res4.Total).To(BeEquivalentTo(int64(2)))
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Expect(res4.Docs[0].ID).To(BeEquivalentTo("doc1"))
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res5, err := client.FTSearchWithArgs(ctx, "idx", "*", &redis.FTSearchOptions{SortBy: []redis.FTSearchSortBy{{FieldName: "numeric", Asc: true}}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res5.Docs[0].ID).To(BeEquivalentTo("doc1"))
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res6, err := client.FTSearchWithArgs(ctx, "idx", "*", &redis.FTSearchOptions{SortBy: []redis.FTSearchSortBy{{FieldName: "geo", Asc: true}}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res6.Docs[0].ID).To(BeEquivalentTo("doc1"))
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res7, err := client.FTSearchWithArgs(ctx, "idx", "*", &redis.FTSearchOptions{SortBy: []redis.FTSearchSortBy{{FieldName: "tag", Asc: true}}}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res7.Docs[0].ID).To(BeEquivalentTo("doc1"))
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})
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It("should FTExplain", Label("search", "ftexplain"), func() {
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text1 := &redis.FieldSchema{FieldName: "f1", FieldType: redis.SearchFieldTypeText}
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text2 := &redis.FieldSchema{FieldName: "f2", FieldType: redis.SearchFieldTypeText}
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text3 := &redis.FieldSchema{FieldName: "f3", FieldType: redis.SearchFieldTypeText}
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val, err := client.FTCreate(ctx, "txt", &redis.FTCreateOptions{}, text1, text2, text3).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "txt")
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res1, err := client.FTExplain(ctx, "txt", "@f3:f3_val @f2:f2_val @f1:f1_val").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1).ToNot(BeEmpty())
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})
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It("should FTAlias", Label("search", "ftexplain"), func() {
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text1 := &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText}
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text2 := &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText}
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val1, err := client.FTCreate(ctx, "testAlias", &redis.FTCreateOptions{Prefix: []interface{}{"index1:"}}, text1).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val1).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "testAlias")
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val2, err := client.FTCreate(ctx, "testAlias2", &redis.FTCreateOptions{Prefix: []interface{}{"index2:"}}, text2).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val2).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "testAlias2")
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client.HSet(ctx, "index1:lonestar", "name", "lonestar")
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client.HSet(ctx, "index2:yogurt", "name", "yogurt")
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res1, err := client.FTSearch(ctx, "testAlias", "*").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Docs[0].ID).To(BeEquivalentTo("index1:lonestar"))
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aliasAddRes, err := client.FTAliasAdd(ctx, "testAlias", "mj23").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(aliasAddRes).To(BeEquivalentTo("OK"))
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res1, err = client.FTSearch(ctx, "mj23", "*").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Docs[0].ID).To(BeEquivalentTo("index1:lonestar"))
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aliasUpdateRes, err := client.FTAliasUpdate(ctx, "testAlias2", "kb24").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(aliasUpdateRes).To(BeEquivalentTo("OK"))
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res3, err := client.FTSearch(ctx, "kb24", "*").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res3.Docs[0].ID).To(BeEquivalentTo("index2:yogurt"))
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aliasDelRes, err := client.FTAliasDel(ctx, "mj23").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(aliasDelRes).To(BeEquivalentTo("OK"))
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})
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It("should FTCreate and FTSearch textfield, sortable and nostem ", Label("search", "ftcreate", "ftsearch"), func() {
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val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText, Sortable: true, NoStem: true}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "idx1")
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resInfo, err := client.FTInfo(ctx, "idx1").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resInfo.Attributes[0].Sortable).To(BeTrue())
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Expect(resInfo.Attributes[0].NoStem).To(BeTrue())
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})
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It("should FTAlter", Label("search", "ftcreate", "ftsearch", "ftalter"), func() {
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val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "idx1")
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resAlter, err := client.FTAlter(ctx, "idx1", false, []interface{}{"body", redis.SearchFieldTypeText.String()}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resAlter).To(BeEquivalentTo("OK"))
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client.HSet(ctx, "doc1", "title", "MyTitle", "body", "Some content only in the body")
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res1, err := client.FTSearch(ctx, "idx1", "only in the body").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(res1.Total).To(BeEquivalentTo(int64(1)))
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})
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It("should FTSpellCheck", Label("search", "ftcreate", "ftsearch", "ftspellcheck"), func() {
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text1 := &redis.FieldSchema{FieldName: "f1", FieldType: redis.SearchFieldTypeText}
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text2 := &redis.FieldSchema{FieldName: "f2", FieldType: redis.SearchFieldTypeText}
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val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, text2).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "idx1")
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client.HSet(ctx, "doc1", "f1", "some valid content", "f2", "this is sample text")
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client.HSet(ctx, "doc2", "f1", "very important", "f2", "lorem ipsum")
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resSpellCheck, err := client.FTSpellCheck(ctx, "idx1", "impornant").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resSpellCheck[0].Suggestions[0].Suggestion).To(BeEquivalentTo("important"))
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resSpellCheck2, err := client.FTSpellCheck(ctx, "idx1", "contnt").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resSpellCheck2[0].Suggestions[0].Suggestion).To(BeEquivalentTo("content"))
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// test spellcheck with Levenshtein distance
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resSpellCheck3, err := client.FTSpellCheck(ctx, "idx1", "vlis").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resSpellCheck3[0].Term).To(BeEquivalentTo("vlis"))
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resSpellCheck4, err := client.FTSpellCheckWithArgs(ctx, "idx1", "vlis", &redis.FTSpellCheckOptions{Distance: 2}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resSpellCheck4[0].Suggestions[0].Suggestion).To(BeEquivalentTo("valid"))
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// test spellcheck include
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resDictAdd, err := client.FTDictAdd(ctx, "dict", "lore", "lorem", "lorm").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resDictAdd).To(BeEquivalentTo(3))
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terms := &redis.FTSpellCheckTerms{Inclusion: "INCLUDE", Dictionary: "dict"}
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resSpellCheck5, err := client.FTSpellCheckWithArgs(ctx, "idx1", "lorm", &redis.FTSpellCheckOptions{Terms: terms}).Result()
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Expect(err).NotTo(HaveOccurred())
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lorm := resSpellCheck5[0].Suggestions
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Expect(len(lorm)).To(BeEquivalentTo(3))
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Expect(lorm[0].Score).To(BeEquivalentTo(0.5))
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Expect(lorm[1].Score).To(BeEquivalentTo(0))
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Expect(lorm[2].Score).To(BeEquivalentTo(0))
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terms2 := &redis.FTSpellCheckTerms{Inclusion: "EXCLUDE", Dictionary: "dict"}
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resSpellCheck6, err := client.FTSpellCheckWithArgs(ctx, "idx1", "lorm", &redis.FTSpellCheckOptions{Terms: terms2}).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resSpellCheck6).To(BeEmpty())
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})
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It("should FTDict opreations", Label("search", "ftdictdump", "ftdictdel", "ftdictadd"), func() {
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text1 := &redis.FieldSchema{FieldName: "f1", FieldType: redis.SearchFieldTypeText}
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text2 := &redis.FieldSchema{FieldName: "f2", FieldType: redis.SearchFieldTypeText}
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val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, text2).Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(val).To(BeEquivalentTo("OK"))
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WaitForIndexing(client, "idx1")
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resDictAdd, err := client.FTDictAdd(ctx, "custom_dict", "item1", "item2", "item3").Result()
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Expect(err).NotTo(HaveOccurred())
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Expect(resDictAdd).To(BeEquivalentTo(3))
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resDictDel, err := client.FTDictDel(ctx, "custom_dict", "item2").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDictDel).To(BeEquivalentTo(1))
|
|
|
|
resDictDump, err := client.FTDictDump(ctx, "custom_dict").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDictDump).To(BeEquivalentTo([]string{"item1", "item3"}))
|
|
|
|
resDictDel2, err := client.FTDictDel(ctx, "custom_dict", "item1", "item3").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDictDel2).To(BeEquivalentTo(2))
|
|
})
|
|
|
|
It("should FTSearch phonetic matcher", Label("search", "ftsearch"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "name", "Jon")
|
|
client.HSet(ctx, "doc2", "name", "John")
|
|
|
|
res1, err := client.FTSearch(ctx, "idx1", "Jon").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res1.Total).To(BeEquivalentTo(int64(1)))
|
|
Expect(res1.Docs[0].Fields["name"]).To(BeEquivalentTo("Jon"))
|
|
|
|
client.FlushDB(ctx)
|
|
text2 := &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText, PhoneticMatcher: "dm:en"}
|
|
val2, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val2).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "name", "Jon")
|
|
client.HSet(ctx, "doc2", "name", "John")
|
|
|
|
res2, err := client.FTSearch(ctx, "idx1", "Jon").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res2.Total).To(BeEquivalentTo(int64(2)))
|
|
names := []interface{}{res2.Docs[0].Fields["name"], res2.Docs[1].Fields["name"]}
|
|
Expect(names).To(ContainElement("Jon"))
|
|
Expect(names).To(ContainElement("John"))
|
|
})
|
|
|
|
It("should FTSearch WithScores", Label("search", "ftsearch"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "description", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "description", "The quick brown fox jumps over the lazy dog")
|
|
client.HSet(ctx, "doc2", "description", "Quick alice was beginning to get very tired of sitting by her quick sister on the bank, and of having nothing to do.")
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(float64(1)))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "TFIDF"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(float64(1)))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "TFIDF.DOCNORM"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(0.14285714285714285))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "BM25"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeNumerically("<=", 0.22471909420069797))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "DISMAX"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(float64(2)))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "DOCSCORE"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(float64(1)))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "quick", &redis.FTSearchOptions{WithScores: true, Scorer: "HAMMING"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(*res.Docs[0].Score).To(BeEquivalentTo(float64(0)))
|
|
})
|
|
|
|
It("should FTConfigSet and FTConfigGet ", Label("search", "ftconfigget", "ftconfigset", "NonRedisEnterprise"), func() {
|
|
val, err := client.FTConfigSet(ctx, "TIMEOUT", "100").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
|
|
res, err := client.FTConfigGet(ctx, "*").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res["TIMEOUT"]).To(BeEquivalentTo("100"))
|
|
|
|
res, err = client.FTConfigGet(ctx, "TIMEOUT").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res).To(BeEquivalentTo(map[string]interface{}{"TIMEOUT": "100"}))
|
|
|
|
})
|
|
|
|
It("should FTAggregate GroupBy ", Label("search", "ftaggregate"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText}
|
|
text2 := &redis.FieldSchema{FieldName: "body", FieldType: redis.SearchFieldTypeText}
|
|
text3 := &redis.FieldSchema{FieldName: "parent", FieldType: redis.SearchFieldTypeText}
|
|
num := &redis.FieldSchema{FieldName: "random_num", FieldType: redis.SearchFieldTypeNumeric}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, text2, text3, num).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "search", "title", "RediSearch",
|
|
"body", "Redisearch impements a search engine on top of redis",
|
|
"parent", "redis",
|
|
"random_num", 10)
|
|
client.HSet(ctx, "ai", "title", "RedisAI",
|
|
"body", "RedisAI executes Deep Learning/Machine Learning models and managing their data.",
|
|
"parent", "redis",
|
|
"random_num", 3)
|
|
client.HSet(ctx, "json", "title", "RedisJson",
|
|
"body", "RedisJSON implements ECMA-404 The JSON Data Interchange Standard as a native data type.",
|
|
"parent", "redis",
|
|
"random_num", 8)
|
|
|
|
reducer := redis.FTAggregateReducer{Reducer: redis.SearchCount}
|
|
options := &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err := client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliascount"]).To(BeEquivalentTo("3"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchCountDistinct, Args: []interface{}{"@title"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliascount_distincttitle"]).To(BeEquivalentTo("3"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchSum, Args: []interface{}{"@random_num"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliassumrandom_num"]).To(BeEquivalentTo("21"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchMin, Args: []interface{}{"@random_num"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliasminrandom_num"]).To(BeEquivalentTo("3"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchMax, Args: []interface{}{"@random_num"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliasmaxrandom_num"]).To(BeEquivalentTo("10"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchAvg, Args: []interface{}{"@random_num"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliasavgrandom_num"]).To(BeEquivalentTo("7"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchStdDev, Args: []interface{}{"@random_num"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliasstddevrandom_num"]).To(BeEquivalentTo("3.60555127546"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchQuantile, Args: []interface{}{"@random_num", 0.5}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliasquantilerandom_num,0.5"]).To(BeEquivalentTo("8"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchToList, Args: []interface{}{"@title"}}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["__generated_aliastolisttitle"]).To(ContainElements("RediSearch", "RedisAI", "RedisJson"))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchFirstValue, Args: []interface{}{"@title"}, As: "first"}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["first"]).To(Or(BeEquivalentTo("RediSearch"), BeEquivalentTo("RedisAI"), BeEquivalentTo("RedisJson")))
|
|
|
|
reducer = redis.FTAggregateReducer{Reducer: redis.SearchRandomSample, Args: []interface{}{"@title", 2}, As: "random"}
|
|
options = &redis.FTAggregateOptions{GroupBy: []redis.FTAggregateGroupBy{{Fields: []interface{}{"@parent"}, Reduce: []redis.FTAggregateReducer{reducer}}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "redis", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["parent"]).To(BeEquivalentTo("redis"))
|
|
Expect(res.Rows[0].Fields["random"]).To(Or(
|
|
ContainElement("RediSearch"),
|
|
ContainElement("RedisAI"),
|
|
ContainElement("RedisJson"),
|
|
))
|
|
|
|
})
|
|
|
|
It("should FTAggregate sort and limit", Label("search", "ftaggregate"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "t1", FieldType: redis.SearchFieldTypeText}
|
|
text2 := &redis.FieldSchema{FieldName: "t2", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "t1", "a", "t2", "b")
|
|
client.HSet(ctx, "doc2", "t1", "b", "t2", "a")
|
|
|
|
options := &redis.FTAggregateOptions{SortBy: []redis.FTAggregateSortBy{{FieldName: "@t2", Asc: true}, {FieldName: "@t1", Desc: true}}}
|
|
res, err := client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("b"))
|
|
Expect(res.Rows[1].Fields["t1"]).To(BeEquivalentTo("a"))
|
|
Expect(res.Rows[0].Fields["t2"]).To(BeEquivalentTo("a"))
|
|
Expect(res.Rows[1].Fields["t2"]).To(BeEquivalentTo("b"))
|
|
|
|
options = &redis.FTAggregateOptions{SortBy: []redis.FTAggregateSortBy{{FieldName: "@t1"}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("a"))
|
|
Expect(res.Rows[1].Fields["t1"]).To(BeEquivalentTo("b"))
|
|
|
|
options = &redis.FTAggregateOptions{SortBy: []redis.FTAggregateSortBy{{FieldName: "@t1"}}, SortByMax: 1}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("a"))
|
|
|
|
options = &redis.FTAggregateOptions{SortBy: []redis.FTAggregateSortBy{{FieldName: "@t1"}}, Limit: 1, LimitOffset: 1}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("b"))
|
|
})
|
|
|
|
It("should FTAggregate load ", Label("search", "ftaggregate"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "t1", FieldType: redis.SearchFieldTypeText}
|
|
text2 := &redis.FieldSchema{FieldName: "t2", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "t1", "hello", "t2", "world")
|
|
|
|
options := &redis.FTAggregateOptions{Load: []redis.FTAggregateLoad{{Field: "t1"}}}
|
|
res, err := client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("hello"))
|
|
|
|
options = &redis.FTAggregateOptions{Load: []redis.FTAggregateLoad{{Field: "t2"}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t2"]).To(BeEquivalentTo("world"))
|
|
|
|
options = &redis.FTAggregateOptions{LoadAll: true}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["t1"]).To(BeEquivalentTo("hello"))
|
|
Expect(res.Rows[0].Fields["t2"]).To(BeEquivalentTo("world"))
|
|
})
|
|
|
|
It("should FTAggregate apply", Label("search", "ftaggregate"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "PrimaryKey", FieldType: redis.SearchFieldTypeText, Sortable: true}
|
|
num1 := &redis.FieldSchema{FieldName: "CreatedDateTimeUTC", FieldType: redis.SearchFieldTypeNumeric, Sortable: true}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, num1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "PrimaryKey", "9::362330", "CreatedDateTimeUTC", "637387878524969984")
|
|
client.HSet(ctx, "doc2", "PrimaryKey", "9::362329", "CreatedDateTimeUTC", "637387875859270016")
|
|
|
|
options := &redis.FTAggregateOptions{Apply: []redis.FTAggregateApply{{Field: "@CreatedDateTimeUTC * 10", As: "CreatedDateTimeUTC"}}}
|
|
res, err := client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Rows[0].Fields["CreatedDateTimeUTC"]).To(Or(BeEquivalentTo("6373878785249699840"), BeEquivalentTo("6373878758592700416")))
|
|
Expect(res.Rows[1].Fields["CreatedDateTimeUTC"]).To(Or(BeEquivalentTo("6373878785249699840"), BeEquivalentTo("6373878758592700416")))
|
|
|
|
})
|
|
|
|
It("should FTAggregate filter", Label("search", "ftaggregate"), func() {
|
|
text1 := &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText, Sortable: true}
|
|
num1 := &redis.FieldSchema{FieldName: "age", FieldType: redis.SearchFieldTypeNumeric, Sortable: true}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, text1, num1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "name", "bar", "age", "25")
|
|
client.HSet(ctx, "doc2", "name", "foo", "age", "19")
|
|
|
|
for _, dlc := range []int{1, 2} {
|
|
options := &redis.FTAggregateOptions{Filter: "@name=='foo' && @age < 20", DialectVersion: dlc}
|
|
res, err := client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(Or(BeEquivalentTo(2), BeEquivalentTo(1)))
|
|
Expect(res.Rows[0].Fields["name"]).To(BeEquivalentTo("foo"))
|
|
|
|
options = &redis.FTAggregateOptions{Filter: "@age > 15", DialectVersion: dlc, SortBy: []redis.FTAggregateSortBy{{FieldName: "@age"}}}
|
|
res, err = client.FTAggregateWithArgs(ctx, "idx1", "*", options).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(2))
|
|
Expect(res.Rows[0].Fields["age"]).To(BeEquivalentTo("19"))
|
|
Expect(res.Rows[1].Fields["age"]).To(BeEquivalentTo("25"))
|
|
}
|
|
|
|
})
|
|
|
|
It("should FTSearch SkipInitalScan", Label("search", "ftsearch"), func() {
|
|
client.HSet(ctx, "doc1", "foo", "bar")
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "foo", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{SkipInitalScan: true}, text1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "@foo:bar").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(int64(0)))
|
|
})
|
|
|
|
It("should FTCreate json", Label("search", "ftcreate"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "$.name", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true, Prefix: []interface{}{"king:"}}, text1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.JSONSet(ctx, "king:1", "$", `{"name": "henry"}`)
|
|
client.JSONSet(ctx, "king:2", "$", `{"name": "james"}`)
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "henry").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("king:1"))
|
|
Expect(res.Docs[0].Fields["$"]).To(BeEquivalentTo(`{"name":"henry"}`))
|
|
})
|
|
|
|
It("should FTCreate json fields as names", Label("search", "ftcreate"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "$.name", FieldType: redis.SearchFieldTypeText, As: "name"}
|
|
num1 := &redis.FieldSchema{FieldName: "$.age", FieldType: redis.SearchFieldTypeNumeric, As: "just_a_number"}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true}, text1, num1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.JSONSet(ctx, "doc:1", "$", `{"name": "Jon", "age": 25}`)
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "Jon", &redis.FTSearchOptions{Return: []redis.FTSearchReturn{{FieldName: "name"}, {FieldName: "just_a_number"}}}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc:1"))
|
|
Expect(res.Docs[0].Fields["name"]).To(BeEquivalentTo("Jon"))
|
|
Expect(res.Docs[0].Fields["just_a_number"]).To(BeEquivalentTo("25"))
|
|
})
|
|
|
|
It("should FTCreate CaseSensitive", Label("search", "ftcreate"), func() {
|
|
|
|
tag1 := &redis.FieldSchema{FieldName: "t", FieldType: redis.SearchFieldTypeTag, CaseSensitive: false}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, tag1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "1", "t", "HELLO")
|
|
client.HSet(ctx, "2", "t", "hello")
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "@t:{HELLO}").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(2))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("1"))
|
|
Expect(res.Docs[1].ID).To(BeEquivalentTo("2"))
|
|
|
|
resDrop, err := client.FTDropIndex(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDrop).To(BeEquivalentTo("OK"))
|
|
|
|
tag2 := &redis.FieldSchema{FieldName: "t", FieldType: redis.SearchFieldTypeTag, CaseSensitive: true}
|
|
val, err = client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, tag2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err = client.FTSearch(ctx, "idx1", "@t:{HELLO}").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("1"))
|
|
|
|
})
|
|
|
|
It("should FTSearch ReturnFields", Label("search", "ftsearch"), func() {
|
|
resJson, err := client.JSONSet(ctx, "doc:1", "$", `{"t": "riceratops","t2": "telmatosaurus", "n": 9072, "flt": 97.2}`).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resJson).To(BeEquivalentTo("OK"))
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "$.t", FieldType: redis.SearchFieldTypeText}
|
|
num1 := &redis.FieldSchema{FieldName: "$.flt", FieldType: redis.SearchFieldTypeNumeric}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true}, text1, num1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "*", &redis.FTSearchOptions{Return: []redis.FTSearchReturn{{FieldName: "$.t", As: "txt"}}}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc:1"))
|
|
Expect(res.Docs[0].Fields["txt"]).To(BeEquivalentTo("riceratops"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "*", &redis.FTSearchOptions{Return: []redis.FTSearchReturn{{FieldName: "$.t2", As: "txt"}}}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc:1"))
|
|
Expect(res.Docs[0].Fields["txt"]).To(BeEquivalentTo("telmatosaurus"))
|
|
})
|
|
|
|
It("should FTSynUpdate", Label("search", "ftsynupdate"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText}
|
|
text2 := &redis.FieldSchema{FieldName: "body", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnHash: true}, text1, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
resSynUpdate, err := client.FTSynUpdateWithArgs(ctx, "idx1", "id1", &redis.FTSynUpdateOptions{SkipInitialScan: true}, []interface{}{"boy", "child", "offspring"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynUpdate).To(BeEquivalentTo("OK"))
|
|
client.HSet(ctx, "doc1", "title", "he is a baby", "body", "this is a test")
|
|
|
|
resSynUpdate, err = client.FTSynUpdateWithArgs(ctx, "idx1", "id1", &redis.FTSynUpdateOptions{SkipInitialScan: true}, []interface{}{"baby"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynUpdate).To(BeEquivalentTo("OK"))
|
|
client.HSet(ctx, "doc2", "title", "he is another baby", "body", "another test")
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "child", &redis.FTSearchOptions{Expander: "SYNONYM"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc2"))
|
|
Expect(res.Docs[0].Fields["title"]).To(BeEquivalentTo("he is another baby"))
|
|
Expect(res.Docs[0].Fields["body"]).To(BeEquivalentTo("another test"))
|
|
})
|
|
|
|
It("should FTSynDump", Label("search", "ftsyndump"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText}
|
|
text2 := &redis.FieldSchema{FieldName: "body", FieldType: redis.SearchFieldTypeText}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnHash: true}, text1, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
resSynUpdate, err := client.FTSynUpdate(ctx, "idx1", "id1", []interface{}{"boy", "child", "offspring"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynUpdate).To(BeEquivalentTo("OK"))
|
|
|
|
resSynUpdate, err = client.FTSynUpdate(ctx, "idx1", "id1", []interface{}{"baby", "child"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynUpdate).To(BeEquivalentTo("OK"))
|
|
|
|
resSynUpdate, err = client.FTSynUpdate(ctx, "idx1", "id1", []interface{}{"tree", "wood"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynUpdate).To(BeEquivalentTo("OK"))
|
|
|
|
resSynDump, err := client.FTSynDump(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resSynDump[0].Term).To(BeEquivalentTo("baby"))
|
|
Expect(resSynDump[0].Synonyms).To(BeEquivalentTo([]string{"id1"}))
|
|
Expect(resSynDump[1].Term).To(BeEquivalentTo("wood"))
|
|
Expect(resSynDump[1].Synonyms).To(BeEquivalentTo([]string{"id1"}))
|
|
Expect(resSynDump[2].Term).To(BeEquivalentTo("boy"))
|
|
Expect(resSynDump[2].Synonyms).To(BeEquivalentTo([]string{"id1"}))
|
|
Expect(resSynDump[3].Term).To(BeEquivalentTo("tree"))
|
|
Expect(resSynDump[3].Synonyms).To(BeEquivalentTo([]string{"id1"}))
|
|
Expect(resSynDump[4].Term).To(BeEquivalentTo("child"))
|
|
Expect(resSynDump[4].Synonyms).To(Or(BeEquivalentTo([]string{"id1"}), BeEquivalentTo([]string{"id1", "id1"})))
|
|
Expect(resSynDump[5].Term).To(BeEquivalentTo("offspring"))
|
|
Expect(resSynDump[5].Synonyms).To(BeEquivalentTo([]string{"id1"}))
|
|
|
|
})
|
|
|
|
It("should FTCreate json with alias", Label("search", "ftcreate"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: "$.name", FieldType: redis.SearchFieldTypeText, As: "name"}
|
|
num1 := &redis.FieldSchema{FieldName: "$.num", FieldType: redis.SearchFieldTypeNumeric, As: "num"}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true, Prefix: []interface{}{"king:"}}, text1, num1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.JSONSet(ctx, "king:1", "$", `{"name": "henry", "num": 42}`)
|
|
client.JSONSet(ctx, "king:2", "$", `{"name": "james", "num": 3.14}`)
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "@name:henry").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("king:1"))
|
|
Expect(res.Docs[0].Fields["$"]).To(BeEquivalentTo(`{"name":"henry","num":42}`))
|
|
|
|
res, err = client.FTSearch(ctx, "idx1", "@num:[0 10]").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("king:2"))
|
|
Expect(res.Docs[0].Fields["$"]).To(BeEquivalentTo(`{"name":"james","num":3.14}`))
|
|
})
|
|
|
|
It("should FTCreate json with multipath", Label("search", "ftcreate"), func() {
|
|
|
|
tag1 := &redis.FieldSchema{FieldName: "$..name", FieldType: redis.SearchFieldTypeTag, As: "name"}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true, Prefix: []interface{}{"king:"}}, tag1).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.JSONSet(ctx, "king:1", "$", `{"name": "henry", "country": {"name": "england"}}`)
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "@name:{england}").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("king:1"))
|
|
Expect(res.Docs[0].Fields["$"]).To(BeEquivalentTo(`{"name":"henry","country":{"name":"england"}}`))
|
|
})
|
|
|
|
It("should FTCreate json with jsonpath", Label("search", "ftcreate"), func() {
|
|
|
|
text1 := &redis.FieldSchema{FieldName: `$["prod:name"]`, FieldType: redis.SearchFieldTypeText, As: "name"}
|
|
text2 := &redis.FieldSchema{FieldName: `$.prod:name`, FieldType: redis.SearchFieldTypeText, As: "name_unsupported"}
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{OnJSON: true}, text1, text2).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.JSONSet(ctx, "doc:1", "$", `{"prod:name": "RediSearch"}`)
|
|
|
|
res, err := client.FTSearch(ctx, "idx1", "@name:RediSearch").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc:1"))
|
|
Expect(res.Docs[0].Fields["$"]).To(BeEquivalentTo(`{"prod:name":"RediSearch"}`))
|
|
|
|
res, err = client.FTSearch(ctx, "idx1", "@name_unsupported:RediSearch").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "@name:RediSearch", &redis.FTSearchOptions{Return: []redis.FTSearchReturn{{FieldName: "name"}}}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(1))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("doc:1"))
|
|
Expect(res.Docs[0].Fields["name"]).To(BeEquivalentTo("RediSearch"))
|
|
|
|
})
|
|
|
|
It("should FTCreate VECTOR", Label("search", "ftcreate"), func() {
|
|
hnswOptions := &redis.FTHNSWOptions{Type: "FLOAT32", Dim: 2, DistanceMetric: "L2"}
|
|
val, err := client.FTCreate(ctx, "idx1",
|
|
&redis.FTCreateOptions{},
|
|
&redis.FieldSchema{FieldName: "v", FieldType: redis.SearchFieldTypeVector, VectorArgs: &redis.FTVectorArgs{HNSWOptions: hnswOptions}}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "a", "v", "aaaaaaaa")
|
|
client.HSet(ctx, "b", "v", "aaaabaaa")
|
|
client.HSet(ctx, "c", "v", "aaaaabaa")
|
|
|
|
searchOptions := &redis.FTSearchOptions{
|
|
Return: []redis.FTSearchReturn{{FieldName: "__v_score"}},
|
|
SortBy: []redis.FTSearchSortBy{{FieldName: "__v_score", Asc: true}},
|
|
DialectVersion: 2,
|
|
Params: map[string]interface{}{"vec": "aaaaaaaa"},
|
|
}
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "*=>[KNN 2 @v $vec]", searchOptions).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("a"))
|
|
Expect(res.Docs[0].Fields["__v_score"]).To(BeEquivalentTo("0"))
|
|
})
|
|
|
|
It("should FTCreate and FTSearch text params", Label("search", "ftcreate", "ftsearch"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "name", FieldType: redis.SearchFieldTypeText}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "name", "Alice")
|
|
client.HSet(ctx, "doc2", "name", "Bob")
|
|
client.HSet(ctx, "doc3", "name", "Carol")
|
|
|
|
res1, err := client.FTSearchWithArgs(ctx, "idx1", "@name:($name1 | $name2 )", &redis.FTSearchOptions{Params: map[string]interface{}{"name1": "Alice", "name2": "Bob"}, DialectVersion: 2}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res1.Total).To(BeEquivalentTo(int64(2)))
|
|
Expect(res1.Docs[0].ID).To(BeEquivalentTo("doc1"))
|
|
Expect(res1.Docs[1].ID).To(BeEquivalentTo("doc2"))
|
|
|
|
})
|
|
|
|
It("should FTCreate and FTSearch numeric params", Label("search", "ftcreate", "ftsearch"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "numval", FieldType: redis.SearchFieldTypeNumeric}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "numval", 101)
|
|
client.HSet(ctx, "doc2", "numval", 102)
|
|
client.HSet(ctx, "doc3", "numval", 103)
|
|
|
|
res1, err := client.FTSearchWithArgs(ctx, "idx1", "@numval:[$min $max]", &redis.FTSearchOptions{Params: map[string]interface{}{"min": 101, "max": 102}, DialectVersion: 2}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res1.Total).To(BeEquivalentTo(int64(2)))
|
|
Expect(res1.Docs[0].ID).To(BeEquivalentTo("doc1"))
|
|
Expect(res1.Docs[1].ID).To(BeEquivalentTo("doc2"))
|
|
|
|
})
|
|
|
|
It("should FTCreate and FTSearch geo params", Label("search", "ftcreate", "ftsearch"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "g", FieldType: redis.SearchFieldTypeGeo}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "doc1", "g", "29.69465, 34.95126")
|
|
client.HSet(ctx, "doc2", "g", "29.69350, 34.94737")
|
|
client.HSet(ctx, "doc3", "g", "29.68746, 34.94882")
|
|
|
|
res1, err := client.FTSearchWithArgs(ctx, "idx1", "@g:[$lon $lat $radius $units]", &redis.FTSearchOptions{Params: map[string]interface{}{"lat": "34.95126", "lon": "29.69465", "radius": 1000, "units": "km"}, DialectVersion: 2}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res1.Total).To(BeEquivalentTo(int64(3)))
|
|
Expect(res1.Docs[0].ID).To(BeEquivalentTo("doc1"))
|
|
Expect(res1.Docs[1].ID).To(BeEquivalentTo("doc2"))
|
|
Expect(res1.Docs[2].ID).To(BeEquivalentTo("doc3"))
|
|
|
|
})
|
|
|
|
It("should FTConfigSet and FTConfigGet dialect", Label("search", "ftconfigget", "ftconfigset", "NonRedisEnterprise"), func() {
|
|
res, err := client.FTConfigSet(ctx, "DEFAULT_DIALECT", "1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res).To(BeEquivalentTo("OK"))
|
|
|
|
defDialect, err := client.FTConfigGet(ctx, "DEFAULT_DIALECT").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(defDialect).To(BeEquivalentTo(map[string]interface{}{"DEFAULT_DIALECT": "1"}))
|
|
|
|
res, err = client.FTConfigSet(ctx, "DEFAULT_DIALECT", "2").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res).To(BeEquivalentTo("OK"))
|
|
|
|
defDialect, err = client.FTConfigGet(ctx, "DEFAULT_DIALECT").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(defDialect).To(BeEquivalentTo(map[string]interface{}{"DEFAULT_DIALECT": "2"}))
|
|
})
|
|
|
|
It("should FTCreate WithSuffixtrie", Label("search", "ftcreate", "ftinfo"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err := client.FTInfo(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Attributes[0].Attribute).To(BeEquivalentTo("txt"))
|
|
|
|
resDrop, err := client.FTDropIndex(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDrop).To(BeEquivalentTo("OK"))
|
|
|
|
// create withsuffixtrie index - text field
|
|
val, err = client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "txt", FieldType: redis.SearchFieldTypeText, WithSuffixtrie: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err = client.FTInfo(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Attributes[0].WithSuffixtrie).To(BeTrue())
|
|
|
|
resDrop, err = client.FTDropIndex(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(resDrop).To(BeEquivalentTo("OK"))
|
|
|
|
// create withsuffixtrie index - tag field
|
|
val, err = client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "t", FieldType: redis.SearchFieldTypeTag, WithSuffixtrie: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
res, err = client.FTInfo(ctx, "idx1").Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Attributes[0].WithSuffixtrie).To(BeTrue())
|
|
})
|
|
|
|
It("should test dialect 4", Label("search", "ftcreate", "ftsearch", "NonRedisEnterprise"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{
|
|
Prefix: []interface{}{"resource:"},
|
|
}, &redis.FieldSchema{
|
|
FieldName: "uuid",
|
|
FieldType: redis.SearchFieldTypeTag,
|
|
}, &redis.FieldSchema{
|
|
FieldName: "tags",
|
|
FieldType: redis.SearchFieldTypeTag,
|
|
}, &redis.FieldSchema{
|
|
FieldName: "description",
|
|
FieldType: redis.SearchFieldTypeText,
|
|
}, &redis.FieldSchema{
|
|
FieldName: "rating",
|
|
FieldType: redis.SearchFieldTypeNumeric,
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
|
|
client.HSet(ctx, "resource:1", map[string]interface{}{
|
|
"uuid": "123e4567-e89b-12d3-a456-426614174000",
|
|
"tags": "finance|crypto|$btc|blockchain",
|
|
"description": "Analysis of blockchain technologies & Bitcoin's potential.",
|
|
"rating": 5,
|
|
})
|
|
client.HSet(ctx, "resource:2", map[string]interface{}{
|
|
"uuid": "987e6543-e21c-12d3-a456-426614174999",
|
|
"tags": "health|well-being|fitness|new-year's-resolutions",
|
|
"description": "Health trends for the new year, including fitness regimes.",
|
|
"rating": 4,
|
|
})
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "@uuid:{$uuid}",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 2,
|
|
Params: map[string]interface{}{"uuid": "123e4567-e89b-12d3-a456-426614174000"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(int64(1)))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("resource:1"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "@uuid:{$uuid}",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 4,
|
|
Params: map[string]interface{}{"uuid": "123e4567-e89b-12d3-a456-426614174000"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Total).To(BeEquivalentTo(int64(1)))
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("resource:1"))
|
|
|
|
client.HSet(ctx, "test:1", map[string]interface{}{
|
|
"uuid": "3d3586fe-0416-4572-8ce",
|
|
"email": "adriano@acme.com.ie",
|
|
"num": 5,
|
|
})
|
|
|
|
// Create the index
|
|
ftCreateOptions := &redis.FTCreateOptions{
|
|
Prefix: []interface{}{"test:"},
|
|
}
|
|
schema := []*redis.FieldSchema{
|
|
{
|
|
FieldName: "uuid",
|
|
FieldType: redis.SearchFieldTypeTag,
|
|
},
|
|
{
|
|
FieldName: "email",
|
|
FieldType: redis.SearchFieldTypeTag,
|
|
},
|
|
{
|
|
FieldName: "num",
|
|
FieldType: redis.SearchFieldTypeNumeric,
|
|
},
|
|
}
|
|
|
|
val, err = client.FTCreate(ctx, "idx_hash", ftCreateOptions, schema...).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(Equal("OK"))
|
|
|
|
ftSearchOptions := &redis.FTSearchOptions{
|
|
DialectVersion: 4,
|
|
Params: map[string]interface{}{
|
|
"uuid": "3d3586fe-0416-4572-8ce",
|
|
"email": "adriano@acme.com.ie",
|
|
},
|
|
}
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx_hash", "@uuid:{$uuid}", ftSearchOptions).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("test:1"))
|
|
Expect(res.Docs[0].Fields["uuid"]).To(BeEquivalentTo("3d3586fe-0416-4572-8ce"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx_hash", "@email:{$email}", ftSearchOptions).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("test:1"))
|
|
Expect(res.Docs[0].Fields["email"]).To(BeEquivalentTo("adriano@acme.com.ie"))
|
|
|
|
ftSearchOptions.Params = map[string]interface{}{"num": 5}
|
|
res, err = client.FTSearchWithArgs(ctx, "idx_hash", "@num:[5]", ftSearchOptions).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("test:1"))
|
|
Expect(res.Docs[0].Fields["num"]).To(BeEquivalentTo("5"))
|
|
})
|
|
|
|
It("should FTCreate GeoShape", Label("search", "ftcreate", "ftsearch"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "geom", FieldType: redis.SearchFieldTypeGeoShape, GeoShapeFieldType: "FLAT"}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "small", "geom", "POLYGON((1 1, 1 100, 100 100, 100 1, 1 1))")
|
|
client.HSet(ctx, "large", "geom", "POLYGON((1 1, 1 200, 200 200, 200 1, 1 1))")
|
|
|
|
res1, err := client.FTSearchWithArgs(ctx, "idx1", "@geom:[WITHIN $poly]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"poly": "POLYGON((0 0, 0 150, 150 150, 150 0, 0 0))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res1.Total).To(BeEquivalentTo(int64(1)))
|
|
Expect(res1.Docs[0].ID).To(BeEquivalentTo("small"))
|
|
|
|
res2, err := client.FTSearchWithArgs(ctx, "idx1", "@geom:[CONTAINS $poly]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"poly": "POLYGON((2 2, 2 50, 50 50, 50 2, 2 2))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res2.Total).To(BeEquivalentTo(int64(2)))
|
|
})
|
|
|
|
It("should test geoshapes query intersects and disjoint", Label("NonRedisEnterprise"), func() {
|
|
_, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{
|
|
FieldName: "g",
|
|
FieldType: redis.SearchFieldTypeGeoShape,
|
|
GeoShapeFieldType: "FLAT",
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
|
|
client.HSet(ctx, "doc_point1", "g", "POINT (10 10)")
|
|
client.HSet(ctx, "doc_point2", "g", "POINT (50 50)")
|
|
client.HSet(ctx, "doc_polygon1", "g", "POLYGON ((20 20, 25 35, 35 25, 20 20))")
|
|
client.HSet(ctx, "doc_polygon2", "g", "POLYGON ((60 60, 65 75, 70 70, 65 55, 60 60))")
|
|
|
|
intersection, err := client.FTSearchWithArgs(ctx, "idx1", "@g:[intersects $shape]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"shape": "POLYGON((15 15, 75 15, 50 70, 20 40, 15 15))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
_assert_geosearch_result(&intersection, []string{"doc_point2", "doc_polygon1"})
|
|
|
|
disjunction, err := client.FTSearchWithArgs(ctx, "idx1", "@g:[disjoint $shape]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"shape": "POLYGON((15 15, 75 15, 50 70, 20 40, 15 15))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
_assert_geosearch_result(&disjunction, []string{"doc_point1", "doc_polygon2"})
|
|
})
|
|
|
|
It("should test geoshapes query contains and within", func() {
|
|
_, err := client.FTCreate(ctx, "idx2", &redis.FTCreateOptions{}, &redis.FieldSchema{
|
|
FieldName: "g",
|
|
FieldType: redis.SearchFieldTypeGeoShape,
|
|
GeoShapeFieldType: "FLAT",
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
|
|
client.HSet(ctx, "doc_point1", "g", "POINT (10 10)")
|
|
client.HSet(ctx, "doc_point2", "g", "POINT (50 50)")
|
|
client.HSet(ctx, "doc_polygon1", "g", "POLYGON ((20 20, 25 35, 35 25, 20 20))")
|
|
client.HSet(ctx, "doc_polygon2", "g", "POLYGON ((60 60, 65 75, 70 70, 65 55, 60 60))")
|
|
|
|
containsA, err := client.FTSearchWithArgs(ctx, "idx2", "@g:[contains $shape]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"shape": "POINT(25 25)"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
_assert_geosearch_result(&containsA, []string{"doc_polygon1"})
|
|
|
|
containsB, err := client.FTSearchWithArgs(ctx, "idx2", "@g:[contains $shape]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"shape": "POLYGON((24 24, 24 26, 25 25, 24 24))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
_assert_geosearch_result(&containsB, []string{"doc_polygon1"})
|
|
|
|
within, err := client.FTSearchWithArgs(ctx, "idx2", "@g:[within $shape]",
|
|
&redis.FTSearchOptions{
|
|
DialectVersion: 3,
|
|
Params: map[string]interface{}{"shape": "POLYGON((15 15, 75 15, 50 70, 20 40, 15 15))"},
|
|
}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
_assert_geosearch_result(&within, []string{"doc_point2", "doc_polygon1"})
|
|
})
|
|
|
|
It("should search missing fields", Label("search", "ftcreate", "ftsearch", "NonRedisEnterprise"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{Prefix: []interface{}{"property:"}},
|
|
&redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText, Sortable: true},
|
|
&redis.FieldSchema{FieldName: "features", FieldType: redis.SearchFieldTypeTag, IndexMissing: true},
|
|
&redis.FieldSchema{FieldName: "description", FieldType: redis.SearchFieldTypeText, IndexMissing: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "property:1", map[string]interface{}{
|
|
"title": "Luxury Villa in Malibu",
|
|
"features": "pool,sea view,modern",
|
|
"description": "A stunning modern villa overlooking the Pacific Ocean.",
|
|
})
|
|
|
|
client.HSet(ctx, "property:2", map[string]interface{}{
|
|
"title": "Downtown Flat",
|
|
"description": "Modern flat in central Paris with easy access to metro.",
|
|
})
|
|
|
|
client.HSet(ctx, "property:3", map[string]interface{}{
|
|
"title": "Beachfront Bungalow",
|
|
"features": "beachfront,sun deck",
|
|
})
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "ismissing(@features)", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:2"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "-ismissing(@features)", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:1"))
|
|
Expect(res.Docs[1].ID).To(BeEquivalentTo("property:3"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "ismissing(@description)", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:3"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "-ismissing(@description)", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:1"))
|
|
Expect(res.Docs[1].ID).To(BeEquivalentTo("property:2"))
|
|
})
|
|
|
|
It("should search empty fields", Label("search", "ftcreate", "ftsearch", "NonRedisEnterprise"), func() {
|
|
val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{Prefix: []interface{}{"property:"}},
|
|
&redis.FieldSchema{FieldName: "title", FieldType: redis.SearchFieldTypeText, Sortable: true},
|
|
&redis.FieldSchema{FieldName: "features", FieldType: redis.SearchFieldTypeTag, IndexEmpty: true},
|
|
&redis.FieldSchema{FieldName: "description", FieldType: redis.SearchFieldTypeText, IndexEmpty: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(val).To(BeEquivalentTo("OK"))
|
|
WaitForIndexing(client, "idx1")
|
|
|
|
client.HSet(ctx, "property:1", map[string]interface{}{
|
|
"title": "Luxury Villa in Malibu",
|
|
"features": "pool,sea view,modern",
|
|
"description": "A stunning modern villa overlooking the Pacific Ocean.",
|
|
})
|
|
|
|
client.HSet(ctx, "property:2", map[string]interface{}{
|
|
"title": "Downtown Flat",
|
|
"features": "",
|
|
"description": "Modern flat in central Paris with easy access to metro.",
|
|
})
|
|
|
|
client.HSet(ctx, "property:3", map[string]interface{}{
|
|
"title": "Beachfront Bungalow",
|
|
"features": "beachfront,sun deck",
|
|
"description": "",
|
|
})
|
|
|
|
res, err := client.FTSearchWithArgs(ctx, "idx1", "@features:{\"\"}", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:2"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "-@features:{\"\"}", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:1"))
|
|
Expect(res.Docs[1].ID).To(BeEquivalentTo("property:3"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "@description:''", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:3"))
|
|
|
|
res, err = client.FTSearchWithArgs(ctx, "idx1", "-@description:''", &redis.FTSearchOptions{DialectVersion: 4, Return: []redis.FTSearchReturn{{FieldName: "id"}}, NoContent: true}).Result()
|
|
Expect(err).NotTo(HaveOccurred())
|
|
Expect(res.Docs[0].ID).To(BeEquivalentTo("property:1"))
|
|
Expect(res.Docs[1].ID).To(BeEquivalentTo("property:2"))
|
|
})
|
|
})
|
|
|
|
func _assert_geosearch_result(result *redis.FTSearchResult, expectedDocIDs []string) {
|
|
ids := make([]string, len(result.Docs))
|
|
for i, doc := range result.Docs {
|
|
ids[i] = doc.ID
|
|
}
|
|
Expect(ids).To(ConsistOf(expectedDocIDs))
|
|
Expect(result.Total).To(BeEquivalentTo(len(expectedDocIDs)))
|
|
}
|
|
|
|
// It("should FTProfile Search and Aggregate", Label("search", "ftprofile"), func() {
|
|
// val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "t", FieldType: redis.SearchFieldTypeText}).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// Expect(val).To(BeEquivalentTo("OK"))
|
|
// WaitForIndexing(client, "idx1")
|
|
|
|
// client.HSet(ctx, "1", "t", "hello")
|
|
// client.HSet(ctx, "2", "t", "world")
|
|
|
|
// // FTProfile Search
|
|
// query := redis.FTSearchQuery("hello|world", &redis.FTSearchOptions{NoContent: true})
|
|
// res1, err := client.FTProfile(ctx, "idx1", false, query).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// panic(res1)
|
|
// Expect(len(res1["results"].([]interface{}))).To(BeEquivalentTo(3))
|
|
// resProfile := res1["profile"].(map[interface{}]interface{})
|
|
// Expect(resProfile["Parsing time"].(float64) < 0.5).To(BeTrue())
|
|
// iterProfile0 := resProfile["Iterators profile"].([]interface{})[0].(map[interface{}]interface{})
|
|
// Expect(iterProfile0["Counter"]).To(BeEquivalentTo(2.0))
|
|
// Expect(iterProfile0["Type"]).To(BeEquivalentTo("UNION"))
|
|
|
|
// // FTProfile Aggregate
|
|
// aggQuery := redis.FTAggregateQuery("*", &redis.FTAggregateOptions{
|
|
// Load: []redis.FTAggregateLoad{{Field: "t"}},
|
|
// Apply: []redis.FTAggregateApply{{Field: "startswith(@t, 'hel')", As: "prefix"}}})
|
|
// res2, err := client.FTProfile(ctx, "idx1", false, aggQuery).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// Expect(len(res2["results"].([]interface{}))).To(BeEquivalentTo(2))
|
|
// resProfile = res2["profile"].(map[interface{}]interface{})
|
|
// iterProfile0 = resProfile["Iterators profile"].([]interface{})[0].(map[interface{}]interface{})
|
|
// Expect(iterProfile0["Counter"]).To(BeEquivalentTo(2))
|
|
// Expect(iterProfile0["Type"]).To(BeEquivalentTo("WILDCARD"))
|
|
// })
|
|
|
|
// It("should FTProfile Search Limited", Label("search", "ftprofile"), func() {
|
|
// val, err := client.FTCreate(ctx, "idx1", &redis.FTCreateOptions{}, &redis.FieldSchema{FieldName: "t", FieldType: redis.SearchFieldTypeText}).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// Expect(val).To(BeEquivalentTo("OK"))
|
|
// WaitForIndexing(client, "idx1")
|
|
|
|
// client.HSet(ctx, "1", "t", "hello")
|
|
// client.HSet(ctx, "2", "t", "hell")
|
|
// client.HSet(ctx, "3", "t", "help")
|
|
// client.HSet(ctx, "4", "t", "helowa")
|
|
|
|
// // FTProfile Search
|
|
// query := redis.FTSearchQuery("%hell% hel*", &redis.FTSearchOptions{})
|
|
// res1, err := client.FTProfile(ctx, "idx1", true, query).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// resProfile := res1["profile"].(map[interface{}]interface{})
|
|
// iterProfile0 := resProfile["Iterators profile"].([]interface{})[0].(map[interface{}]interface{})
|
|
// Expect(iterProfile0["Type"]).To(BeEquivalentTo("INTERSECT"))
|
|
// Expect(len(res1["results"].([]interface{}))).To(BeEquivalentTo(3))
|
|
// Expect(iterProfile0["Child iterators"].([]interface{})[0].(map[interface{}]interface{})["Child iterators"]).To(BeEquivalentTo("The number of iterators in the union is 3"))
|
|
// Expect(iterProfile0["Child iterators"].([]interface{})[1].(map[interface{}]interface{})["Child iterators"]).To(BeEquivalentTo("The number of iterators in the union is 4"))
|
|
// })
|
|
|
|
// It("should FTProfile Search query params", Label("search", "ftprofile"), func() {
|
|
// hnswOptions := &redis.FTHNSWOptions{Type: "FLOAT32", Dim: 2, DistanceMetric: "L2"}
|
|
// val, err := client.FTCreate(ctx, "idx1",
|
|
// &redis.FTCreateOptions{},
|
|
// &redis.FieldSchema{FieldName: "v", FieldType: redis.SearchFieldTypeVector, VectorArgs: &redis.FTVectorArgs{HNSWOptions: hnswOptions}}).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// Expect(val).To(BeEquivalentTo("OK"))
|
|
// WaitForIndexing(client, "idx1")
|
|
|
|
// client.HSet(ctx, "a", "v", "aaaaaaaa")
|
|
// client.HSet(ctx, "b", "v", "aaaabaaa")
|
|
// client.HSet(ctx, "c", "v", "aaaaabaa")
|
|
|
|
// // FTProfile Search
|
|
// searchOptions := &redis.FTSearchOptions{
|
|
// Return: []redis.FTSearchReturn{{FieldName: "__v_score"}},
|
|
// SortBy: []redis.FTSearchSortBy{{FieldName: "__v_score", Asc: true}},
|
|
// DialectVersion: 2,
|
|
// Params: map[string]interface{}{"vec": "aaaaaaaa"},
|
|
// }
|
|
// query := redis.FTSearchQuery("*=>[KNN 2 @v $vec]", searchOptions)
|
|
// res1, err := client.FTProfile(ctx, "idx1", false, query).Result()
|
|
// Expect(err).NotTo(HaveOccurred())
|
|
// resProfile := res1["profile"].(map[interface{}]interface{})
|
|
// iterProfile0 := resProfile["Iterators profile"].([]interface{})[0].(map[interface{}]interface{})
|
|
// Expect(iterProfile0["Counter"]).To(BeEquivalentTo(2))
|
|
// Expect(iterProfile0["Type"]).To(BeEquivalentTo(redis.SearchFieldTypeVector.String()))
|
|
// Expect(res1["total_results"]).To(BeEquivalentTo(2))
|
|
// results0 := res1["results"].([]interface{})[0].(map[interface{}]interface{})
|
|
// Expect(results0["id"]).To(BeEquivalentTo("a"))
|
|
// Expect(results0["extra_attributes"].(map[interface{}]interface{})["__v_score"]).To(BeEquivalentTo("0"))
|
|
// })
|