feat: use pgvecto.rs (#3605)

server/src/infra/sql/asset.repository.sql

@@ -57,8 +57,7 @@ SELECT
   "AssetEntity__AssetEntity_exifInfo"."profileDescription" AS "AssetEntity__AssetEntity_exifInfo_profileDescription",
   "AssetEntity__AssetEntity_exifInfo"."colorspace" AS "AssetEntity__AssetEntity_exifInfo_colorspace",
   "AssetEntity__AssetEntity_exifInfo"."bitsPerSample" AS "AssetEntity__AssetEntity_exifInfo_bitsPerSample",
-  "AssetEntity__AssetEntity_exifInfo"."fps" AS "AssetEntity__AssetEntity_exifInfo_fps",
-  "AssetEntity__AssetEntity_exifInfo"."exifTextSearchableColumn" AS "AssetEntity__AssetEntity_exifInfo_exifTextSearchableColumn"
+  "AssetEntity__AssetEntity_exifInfo"."fps" AS "AssetEntity__AssetEntity_exifInfo_fps"
 FROM
   "assets" "AssetEntity"
   LEFT JOIN "exif" "AssetEntity__AssetEntity_exifInfo" ON "AssetEntity__AssetEntity_exifInfo"."assetId" = "AssetEntity"."id"
@@ -133,8 +132,7 @@ SELECT
   "exifInfo"."profileDescription" AS "exifInfo_profileDescription",
   "exifInfo"."colorspace" AS "exifInfo_colorspace",
   "exifInfo"."bitsPerSample" AS "exifInfo_bitsPerSample",
-  "exifInfo"."fps" AS "exifInfo_fps",
-  "exifInfo"."exifTextSearchableColumn" AS "exifInfo_exifTextSearchableColumn"
+  "exifInfo"."fps" AS "exifInfo_fps"
 FROM
   "assets" "entity"
   LEFT JOIN "exif" "exifInfo" ON "exifInfo"."assetId" = "entity"."id"
@@ -217,11 +215,9 @@ SELECT
   "AssetEntity__AssetEntity_exifInfo"."colorspace" AS "AssetEntity__AssetEntity_exifInfo_colorspace",
   "AssetEntity__AssetEntity_exifInfo"."bitsPerSample" AS "AssetEntity__AssetEntity_exifInfo_bitsPerSample",
   "AssetEntity__AssetEntity_exifInfo"."fps" AS "AssetEntity__AssetEntity_exifInfo_fps",
-  "AssetEntity__AssetEntity_exifInfo"."exifTextSearchableColumn" AS "AssetEntity__AssetEntity_exifInfo_exifTextSearchableColumn",
   "AssetEntity__AssetEntity_smartInfo"."assetId" AS "AssetEntity__AssetEntity_smartInfo_assetId",
   "AssetEntity__AssetEntity_smartInfo"."tags" AS "AssetEntity__AssetEntity_smartInfo_tags",
   "AssetEntity__AssetEntity_smartInfo"."objects" AS "AssetEntity__AssetEntity_smartInfo_objects",
-  "AssetEntity__AssetEntity_smartInfo"."clipEmbedding" AS "AssetEntity__AssetEntity_smartInfo_clipEmbedding",
   "AssetEntity__AssetEntity_tags"."id" AS "AssetEntity__AssetEntity_tags_id",
   "AssetEntity__AssetEntity_tags"."type" AS "AssetEntity__AssetEntity_tags_type",
   "AssetEntity__AssetEntity_tags"."name" AS "AssetEntity__AssetEntity_tags_name",
@@ -230,7 +226,6 @@ SELECT
   "AssetEntity__AssetEntity_faces"."id" AS "AssetEntity__AssetEntity_faces_id",
   "AssetEntity__AssetEntity_faces"."assetId" AS "AssetEntity__AssetEntity_faces_assetId",
   "AssetEntity__AssetEntity_faces"."personId" AS "AssetEntity__AssetEntity_faces_personId",
-  "AssetEntity__AssetEntity_faces"."embedding" AS "AssetEntity__AssetEntity_faces_embedding",
   "AssetEntity__AssetEntity_faces"."imageWidth" AS "AssetEntity__AssetEntity_faces_imageWidth",
   "AssetEntity__AssetEntity_faces"."imageHeight" AS "AssetEntity__AssetEntity_faces_imageHeight",
   "AssetEntity__AssetEntity_faces"."boundingBoxX1" AS "AssetEntity__AssetEntity_faces_boundingBoxX1",
@@ -439,7 +434,6 @@ FROM
       "AssetEntity__AssetEntity_faces"."id" AS "AssetEntity__AssetEntity_faces_id",
       "AssetEntity__AssetEntity_faces"."assetId" AS "AssetEntity__AssetEntity_faces_assetId",
       "AssetEntity__AssetEntity_faces"."personId" AS "AssetEntity__AssetEntity_faces_personId",
-      "AssetEntity__AssetEntity_faces"."embedding" AS "AssetEntity__AssetEntity_faces_embedding",
       "AssetEntity__AssetEntity_faces"."imageWidth" AS "AssetEntity__AssetEntity_faces_imageWidth",
       "AssetEntity__AssetEntity_faces"."imageHeight" AS "AssetEntity__AssetEntity_faces_imageHeight",
       "AssetEntity__AssetEntity_faces"."boundingBoxX1" AS "AssetEntity__AssetEntity_faces_boundingBoxX1",
@@ -612,3 +606,73 @@ ORDER BY
   "AssetEntity"."createdAt" ASC
 LIMIT
   11
+
+-- AssetRepository.getAssetIdByCity
+WITH
+  "cities" AS (
+    SELECT
+      city
+    FROM
+      "exif" "e"
+    GROUP BY
+      city
+    HAVING
+      count(city) >= $1
+    ORDER BY
+      random() ASC
+    LIMIT
+      12
+  )
+SELECT DISTINCT
+  ON (c.city) "asset"."id" AS "data",
+  c.city AS "value"
+FROM
+  "assets" "asset"
+  INNER JOIN "exif" "e" ON "asset"."id" = e."assetId"
+  INNER JOIN "cities" "c" ON c.city = "e"."city"
+WHERE
+  (
+    "asset"."isVisible" = true
+    AND "asset"."fileCreatedAt" < NOW()
+    AND "asset"."type" = $2
+    AND "asset"."ownerId" IN ($3)
+    AND "asset"."isArchived" = $4
+  )
+  AND ("asset"."deletedAt" IS NULL)
+LIMIT
+  12
+
+-- AssetRepository.getAssetIdByTag
+WITH
+  "random_tags" AS (
+    SELECT
+      unnest(tags) AS "tag"
+    FROM
+      "smart_info" "si"
+    GROUP BY
+      tag
+    HAVING
+      count(*) >= $1
+    ORDER BY
+      random() ASC
+    LIMIT
+      12
+  )
+SELECT DISTINCT
+  ON (unnest("si"."tags")) "asset"."id" AS "data",
+  unnest("si"."tags") AS "value"
+FROM
+  "assets" "asset"
+  INNER JOIN "smart_info" "si" ON "asset"."id" = si."assetId"
+  INNER JOIN "random_tags" "t" ON "si"."tags" @> ARRAY[t.tag]
+WHERE
+  (
+    "asset"."isVisible" = true
+    AND "asset"."fileCreatedAt" < NOW()
+    AND "asset"."type" = $2
+    AND "asset"."ownerId" IN ($3)
+    AND "asset"."isArchived" = $4
+  )
+  AND ("asset"."deletedAt" IS NULL)
+LIMIT
+  12