navidrome/persistence/criteria_sql_test.go
Deluan Quintão 74185dc6d1
fix(smartplaylists): optimize smart playlist performance for role and tag criteria (#5515)
* fix(server): optimize smart playlist role queries for large criteria (#5511)

Role-based smart playlist criteria (artist, composer, etc.) now query
the indexed media_file_artists join table instead of parsing JSON via
json_tree() on every row. Multiple conditions for the same role within
an OR group are merged into a single EXISTS subquery (batched at 200
to stay under SQLite's expression tree depth limit).

A composite index (media_file_id, role) replaces the now-redundant
single-column (media_file_id) index on media_file_artists.

Benchmark (40k tracks, 500 patterns, 3 artists/track):
- Merged join-table: 15ms  (9.3x faster)
- Merged json_tree:  30ms  (4.6x faster)
- Unmerged baseline: 137ms

* refactor: simplify role condition SQL generation and benchmark

Extract shared roleCondSQL/roleExistsSQL helpers to deduplicate the
EXISTS template between roleCond and roleCondGroup. Use slices.Chunk
for batching per project convention. Extract runBenchQuery helper to
eliminate triplicated benchmark execution loop.

* chore: raise roleCondBatchSize to 350

The empirical SQLite limit is 496 conditions per merged EXISTS
subquery. Raising from 200 to 350 reduces the number of batches
(e.g. 500 patterns now splits into 2 batches instead of 3).

* fix(server): apply OR-merge optimization to tag conditions too

Generalize mergeRoleConds into mergeJsonConds to also collapse multiple
tag conditions for the same tag (e.g. genre) within OR groups. This
gives the same ~5x speedup for tag-heavy smart playlists as the role
optimization gives for artist-heavy ones.

* refactor: benchmark uses real criteria pipeline instead of hand-built SQL

The "Current" sub-benchmark now builds criteria.Criteria expressions and
runs them through the actual newSmartPlaylistCriteria → Where() → ToSql()
pipeline, validating the real production code path. The baseline still
uses hand-built SQL representing the old json_tree approach.

* fix: stabilize merged group ordering and close rows before error check

Sort group keys in mergeJsonConds so the merged additions have
deterministic order across runs, improving SQLite statement cache reuse.
Move rows.Close() before rows.Err() in benchmark helper.
2026-05-22 18:00:13 -03:00

382 lines
20 KiB
Go

package persistence
import (
"fmt"
"strings"
"time"
"github.com/navidrome/navidrome/model"
"github.com/navidrome/navidrome/model/criteria"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("Smart playlist criteria SQL", func() {
BeforeEach(func() {
criteria.AddRoles([]string{"artist", "composer", "producer"})
criteria.AddTagNames([]string{"genre", "mood", "releasetype", "recordingdate"})
criteria.AddNumericTags([]string{"rate"})
})
DescribeTable("expressions",
func(expr criteria.Expression, expectedSQL string, expectedArgs ...any) {
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal(expectedSQL))
Expect(args).To(HaveExactElements(expectedArgs...))
},
Entry("all group",
criteria.All{criteria.Contains{"title": "love"}, criteria.Gt{"rating": 3}},
"(media_file.title LIKE ? AND COALESCE(annotation.rating, 0) > ?)", "%love%", 3),
Entry("any group",
criteria.Any{criteria.Is{"title": "Low Rider"}, criteria.Is{"album": "Best Of"}},
"(media_file.title = ? OR media_file.album = ?)", "Low Rider", "Best Of"),
Entry("is string", criteria.Is{"title": "Low Rider"}, "media_file.title = ?", "Low Rider"),
Entry("is bool", criteria.Is{"loved": true}, "COALESCE(annotation.starred, false) = ?", true),
Entry("is numeric list", criteria.Is{"library_id": []int{1, 2}}, "media_file.library_id IN (?,?)", 1, 2),
Entry("is not", criteria.IsNot{"title": "Low Rider"}, "media_file.title <> ?", "Low Rider"),
Entry("gt", criteria.Gt{"playCount": 10}, "COALESCE(annotation.play_count, 0) > ?", 10),
Entry("lt", criteria.Lt{"playCount": 10}, "COALESCE(annotation.play_count, 0) < ?", 10),
Entry("contains", criteria.Contains{"title": "Low Rider"}, "media_file.title LIKE ?", "%Low Rider%"),
Entry("not contains", criteria.NotContains{"title": "Low Rider"}, "media_file.title NOT LIKE ?", "%Low Rider%"),
Entry("starts with", criteria.StartsWith{"title": "Low Rider"}, "media_file.title LIKE ?", "Low Rider%"),
Entry("ends with", criteria.EndsWith{"title": "Low Rider"}, "media_file.title LIKE ?", "%Low Rider"),
Entry("in range", criteria.InTheRange{"year": []int{1980, 1990}}, "(media_file.year >= ? AND media_file.year <= ?)", 1980, 1990),
Entry("before", criteria.Before{"lastPlayed": time.Date(2021, 10, 1, 0, 0, 0, 0, time.Local)}, "annotation.play_date < ?", time.Date(2021, 10, 1, 0, 0, 0, 0, time.Local)),
Entry("after", criteria.After{"lastPlayed": time.Date(2021, 10, 1, 0, 0, 0, 0, time.Local)}, "annotation.play_date > ?", time.Date(2021, 10, 1, 0, 0, 0, 0, time.Local)),
Entry("in playlist", criteria.InPlaylist{"id": "deadbeef-dead-beef"}, "media_file.id IN (SELECT media_file_id FROM playlist_tracks pl LEFT JOIN playlist on pl.playlist_id = playlist.id WHERE (pl.playlist_id = ? AND playlist.public = ?))", "deadbeef-dead-beef", 1),
Entry("not in playlist", criteria.NotInPlaylist{"id": "deadbeef-dead-beef"}, "media_file.id NOT IN (SELECT media_file_id FROM playlist_tracks pl LEFT JOIN playlist on pl.playlist_id = playlist.id WHERE (pl.playlist_id = ? AND playlist.public = ?))", "deadbeef-dead-beef", 1),
Entry("album annotation", criteria.Gt{"albumRating": 3}, "COALESCE(album_annotation.rating, 0) > ?", 3),
Entry("artist annotation", criteria.Is{"artistLoved": true}, "COALESCE(artist_annotation.starred, false) = ?", true),
Entry("tag is", criteria.Is{"genre": "Rock"}, "exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value' and value = ?)", "Rock"),
Entry("tag is not", criteria.IsNot{"genre": "Rock"}, "not exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value' and value = ?)", "Rock"),
Entry("tag contains", criteria.Contains{"genre": "Rock"}, "exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value' and value LIKE ?)", "%Rock%"),
Entry("tag not contains", criteria.NotContains{"genre": "Rock"}, "not exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value' and value LIKE ?)", "%Rock%"),
Entry("numeric tag", criteria.Lt{"rate": 6}, "exists (select 1 from json_tree(media_file.tags, '$.rate') where key='value' and CAST(value AS REAL) < ?)", 6),
Entry("tag alias", criteria.Is{"albumtype": "album"}, "exists (select 1 from json_tree(media_file.tags, '$.releasetype') where key='value' and value = ?)", "album"),
Entry("field alias via tag registration", criteria.Is{"recordingdate": "2024-01-01"}, "media_file.date = ?", "2024-01-01"),
Entry("role is", criteria.Is{"artist": "u2"}, "exists (select 1 from media_file_artists mfa join artist on artist.id = mfa.artist_id where mfa.media_file_id = media_file.id and mfa.role = ? and artist.name = ?)", "artist", "u2"),
Entry("role contains", criteria.Contains{"composer": "Lennon"}, "exists (select 1 from media_file_artists mfa join artist on artist.id = mfa.artist_id where mfa.media_file_id = media_file.id and mfa.role = ? and artist.name LIKE ?)", "composer", "%Lennon%"),
Entry("role not contains", criteria.NotContains{"artist": "u2"}, "not exists (select 1 from media_file_artists mfa join artist on artist.id = mfa.artist_id where mfa.media_file_id = media_file.id and mfa.role = ? and artist.name LIKE ?)", "artist", "%u2%"),
// ReplayGain fields
Entry("rgAlbumGain is", criteria.Is{"rgAlbumGain": 0}, "media_file.rg_album_gain = ?", 0),
Entry("rgAlbumGain gt", criteria.Gt{"rgAlbumGain": -6.0}, "media_file.rg_album_gain > ?", -6.0),
Entry("rgTrackPeak lt", criteria.Lt{"rgTrackPeak": 1.0}, "media_file.rg_track_peak < ?", 1.0),
// isMissing — tags
Entry("isMissing tag [true]", criteria.IsMissing{"genre": true},
"not exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value')"),
Entry("isMissing tag [false]", criteria.IsMissing{"genre": false},
"exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value')"),
// isMissing — roles
Entry("isMissing role [true]", criteria.IsMissing{"artist": true},
"not exists (select 1 from media_file_artists mfa where mfa.media_file_id = media_file.id and mfa.role = ?)", "artist"),
Entry("isMissing role [false]", criteria.IsMissing{"artist": false},
"exists (select 1 from media_file_artists mfa where mfa.media_file_id = media_file.id and mfa.role = ?)", "artist"),
// isPresent — tags
Entry("isPresent tag [true]", criteria.IsPresent{"genre": true},
"exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value')"),
Entry("isPresent tag [false]", criteria.IsPresent{"genre": false},
"not exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value')"),
// isPresent — roles
Entry("isPresent role [true]", criteria.IsPresent{"composer": true},
"exists (select 1 from media_file_artists mfa where mfa.media_file_id = media_file.id and mfa.role = ?)", "composer"),
Entry("isPresent role [false]", criteria.IsPresent{"composer": false},
"not exists (select 1 from media_file_artists mfa where mfa.media_file_id = media_file.id and mfa.role = ?)", "composer"),
)
Describe("playlist permissions", func() {
It("allows public or same-owner playlist references for regular users", func() {
sqlizer, err := newSmartPlaylistCriteria(
criteria.Criteria{Expression: criteria.InPlaylist{"id": "deadbeef-dead-beef"}},
withSmartPlaylistOwner(model.User{ID: "owner-id", IsAdmin: false}),
).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("media_file.id IN (SELECT media_file_id FROM playlist_tracks pl LEFT JOIN playlist on pl.playlist_id = playlist.id WHERE (pl.playlist_id = ? AND (playlist.public = ? OR playlist.owner_id = ?)))"))
Expect(args).To(HaveExactElements("deadbeef-dead-beef", 1, "owner-id"))
})
It("allows all playlist references for admins", func() {
sqlizer, err := newSmartPlaylistCriteria(
criteria.Criteria{Expression: criteria.InPlaylist{"id": "deadbeef-dead-beef"}},
withSmartPlaylistOwner(model.User{ID: "admin-id", IsAdmin: true}),
).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("media_file.id IN (SELECT media_file_id FROM playlist_tracks pl LEFT JOIN playlist on pl.playlist_id = playlist.id WHERE (pl.playlist_id = ?))"))
Expect(args).To(HaveExactElements("deadbeef-dead-beef"))
})
})
It("builds relative date expressions", func() {
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.InTheLast{"lastPlayed": 30}}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("annotation.play_date > ?"))
Expect(args).To(HaveExactElements(startOfPeriod(30, time.Now())))
})
It("builds negated relative date expressions", func() {
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.NotInTheLast{"lastPlayed": 30}}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("(annotation.play_date < ? OR annotation.play_date IS NULL)"))
Expect(args).To(HaveExactElements(startOfPeriod(30, time.Now())))
})
It("returns an error for unknown fields", func() {
_, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.EndsWith{"unknown": "value"}}).Where()
Expect(err).To(MatchError("invalid field in criteria: unknown"))
})
It("returns an error when isMissing is used with a regular field", func() {
_, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.IsMissing{"year": true}}).Where()
Expect(err).To(MatchError(ContainSubstring("isMissing/isPresent operator is only supported for tag and role fields")))
})
It("returns an error when isPresent is used with a regular field", func() {
_, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.IsPresent{"title": true}}).Where()
Expect(err).To(MatchError(ContainSubstring("isMissing/isPresent operator is only supported for tag and role fields")))
})
It("returns an error when isMissing has a non-boolean value", func() {
_, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: criteria.IsMissing{"genre": "hello"}}).Where()
Expect(err).To(MatchError(ContainSubstring("invalid boolean value for 'missing' expression")))
})
Describe("sort", func() {
It("sorts by regular fields", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "title"}).OrderBy()).To(Equal("media_file.title asc"))
})
It("sorts by tag fields", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "genre"}).OrderBy()).To(Equal("COALESCE(json_extract(media_file.tags, '$.genre[0].value'), '') asc"))
})
It("sorts by role fields", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "artist"}).OrderBy()).To(Equal("COALESCE(json_extract(media_file.participants, '$.artist[0].name'), '') asc"))
})
It("casts numeric tags when sorting", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "rate"}).OrderBy()).To(Equal("CAST(COALESCE(json_extract(media_file.tags, '$.rate[0].value'), '') AS REAL) asc"))
})
It("sorts by albumtype alias", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "albumtype"}).OrderBy()).To(Equal("COALESCE(json_extract(media_file.tags, '$.releasetype[0].value'), '') asc"))
})
It("sorts by random", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "random"}).OrderBy()).To(Equal("random() asc"))
})
It("sorts by multiple fields", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "title,-rating"}).OrderBy()).To(Equal("media_file.title asc, COALESCE(annotation.rating, 0) desc"))
})
It("reverts order when order is desc", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "-date,artist", Order: "desc"}).OrderBy()).To(Equal("media_file.date asc, COALESCE(json_extract(media_file.participants, '$.artist[0].name'), '') desc"))
})
It("ignores invalid sort fields", func() {
Expect(newSmartPlaylistCriteria(criteria.Criteria{Sort: "bogus,title"}).OrderBy()).To(Equal("media_file.title asc"))
})
})
It("has SQL mappings for all non-tag/non-role criteria fields", func() {
for _, name := range criteria.AllFieldNames() {
info, ok := criteria.LookupField(name)
Expect(ok).To(BeTrue(), "field %q registered but LookupField fails", name)
if info.IsTag || info.IsRole {
continue
}
_, hasSQLField := smartPlaylistFields[info.Name()]
Expect(hasSQLField).To(BeTrue(), "criteria field %q (name=%q) has no entry in smartPlaylistFields", name, info.Name())
}
})
Describe("JSON condition merging", func() {
It("merges multiple role conditions in an OR group into a single EXISTS", func() {
expr := criteria.Any{
criteria.Contains{"artist": "Beatles"},
criteria.Contains{"artist": "Kraftwerk"},
criteria.Contains{"artist": "Pink Floyd"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("(exists (select 1 from media_file_artists mfa join artist on artist.id = mfa.artist_id where mfa.media_file_id = media_file.id and mfa.role = ? and (artist.name LIKE ? OR artist.name LIKE ? OR artist.name LIKE ?)))"))
Expect(args).To(HaveExactElements("artist", "%Beatles%", "%Kraftwerk%", "%Pink Floyd%"))
})
It("does not merge role conditions from different roles", func() {
expr := criteria.Any{
criteria.Contains{"artist": "Beatles"},
criteria.Contains{"composer": "Lennon"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, _, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(ContainSubstring("mfa.role = ?"))
// Two separate EXISTS since roles differ
Expect(strings.Count(sql, "exists")).To(Equal(2))
})
It("does not merge negated role conditions", func() {
expr := criteria.Any{
criteria.NotContains{"artist": "Beatles"},
criteria.NotContains{"artist": "Kraftwerk"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, _, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
// Two separate "not exists" since they are negated
Expect(strings.Count(sql, "not exists")).To(Equal(2))
})
It("batches large groups to avoid SQLite expression tree depth limit", func() {
// Create jsonCondBatchSize + 1 conditions to trigger batching into 2 groups
anyExprs := make(criteria.Any, jsonCondBatchSize+1)
for i := range anyExprs {
anyExprs[i] = criteria.Contains{"artist": fmt.Sprintf("Artist%d", i)}
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: anyExprs}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
// Should produce 2 EXISTS subqueries (one batch of jsonCondBatchSize, one of 1)
Expect(strings.Count(sql, "exists")).To(Equal(2))
// First batch has jsonCondBatchSize patterns, second has 1 => total args:
// 2 roles + (jsonCondBatchSize + 1) patterns
Expect(args).To(HaveLen(2 + jsonCondBatchSize + 1))
})
It("merges role conditions while preserving non-role conditions", func() {
expr := criteria.Any{
criteria.Contains{"title": "Love"},
criteria.Contains{"artist": "Beatles"},
criteria.Contains{"artist": "Kraftwerk"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(ContainSubstring("media_file.title LIKE ?"))
Expect(sql).To(ContainSubstring("artist.name LIKE ? OR artist.name LIKE ?"))
Expect(args).To(HaveExactElements("%Love%", "artist", "%Beatles%", "%Kraftwerk%"))
})
It("merges multiple tag conditions in an OR group into a single EXISTS", func() {
expr := criteria.Any{
criteria.Contains{"genre": "Rock"},
criteria.Contains{"genre": "Metal"},
criteria.Contains{"genre": "Punk"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(sql).To(Equal("(exists (select 1 from json_tree(media_file.tags, '$.genre') where key='value' and (value LIKE ? OR value LIKE ? OR value LIKE ?)))"))
Expect(args).To(HaveExactElements("%Rock%", "%Metal%", "%Punk%"))
})
It("does not merge tag conditions from different tags", func() {
expr := criteria.Any{
criteria.Contains{"genre": "Rock"},
criteria.Contains{"mood": "Happy"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, _, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(strings.Count(sql, "exists")).To(Equal(2))
})
It("does not merge negated tag conditions", func() {
expr := criteria.Any{
criteria.NotContains{"genre": "Rock"},
criteria.NotContains{"genre": "Metal"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, _, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
Expect(strings.Count(sql, "not exists")).To(Equal(2))
})
It("merges role and tag conditions independently", func() {
expr := criteria.Any{
criteria.Contains{"artist": "Beatles"},
criteria.Contains{"artist": "Kraftwerk"},
criteria.Contains{"genre": "Rock"},
criteria.Contains{"genre": "Metal"},
}
sqlizer, err := newSmartPlaylistCriteria(criteria.Criteria{Expression: expr}).Where()
Expect(err).ToNot(HaveOccurred())
sql, args, err := sqlizer.ToSql()
Expect(err).ToNot(HaveOccurred())
// Two merged EXISTS: one for roles, one for tags
Expect(strings.Count(sql, "exists")).To(Equal(2))
Expect(sql).To(ContainSubstring("artist.name LIKE ? OR artist.name LIKE ?"))
Expect(sql).To(ContainSubstring("value LIKE ? OR value LIKE ?"))
Expect(args).To(HaveLen(2 + 2 + 1)) // 2 tag patterns + 2 role patterns + 1 role name
})
})
Describe("joins", func() {
It("excludes sort-only joins from expression joins", func() {
c := criteria.Criteria{Expression: criteria.All{criteria.Contains{"title": "love"}}, Sort: "albumRating"}
cSQL := newSmartPlaylistCriteria(c)
Expect(cSQL.ExpressionJoins()).To(Equal(smartPlaylistJoinNone))
Expect(cSQL.RequiredJoins().has(smartPlaylistJoinAlbumAnnotation)).To(BeTrue())
})
It("includes expression-based joins", func() {
c := criteria.Criteria{Expression: criteria.All{criteria.Gt{"albumRating": 3}}}
Expect(newSmartPlaylistCriteria(c).ExpressionJoins().has(smartPlaylistJoinAlbumAnnotation)).To(BeTrue())
})
It("detects nested album and artist joins", func() {
c := criteria.Criteria{Expression: criteria.All{
criteria.Any{criteria.All{criteria.Is{"albumLoved": true}}},
criteria.Any{criteria.Gt{"artistPlayCount": 10}},
}}
joins := newSmartPlaylistCriteria(c).RequiredJoins()
Expect(joins.has(smartPlaylistJoinAlbumAnnotation)).To(BeTrue())
Expect(joins.has(smartPlaylistJoinArtistAnnotation)).To(BeTrue())
})
It("detects join types from sort fields with direction prefixes", func() {
c := criteria.Criteria{Expression: criteria.All{criteria.Contains{"title": "love"}}, Sort: "-artistRating"}
Expect(newSmartPlaylistCriteria(c).RequiredJoins().has(smartPlaylistJoinArtistAnnotation)).To(BeTrue())
})
})
})