change everything to new format

apps/amethyst/app/(tabs)/(stamp)/stamp/index.tsx

···
           headerBackButtonDisplayMode: "generic",
         }}
       />
-      {/* Search Form */}
+i      {/* Search Form */}
       <View className="flex gap-2 max-w-2xl w-screen px-4">
-
         <Text className="font-bold text-lg">Search for a track</Text>
         <Input
           placeholder="Track name..."
···
           }}
         />
         <Input
-
           placeholder="Album name..."
           value={searchFields.release}
           onChangeText={(text) =>
···
           }}
         />
         <View className="flex-row gap-2 mt-2">
-
           <Button
             className="flex-1"
             onPress={handleSearch}

apps/amethyst/app/(tabs)/(stamp)/stamp/submit.tsx

···
 import { ExternalLink } from "@/components/ExternalLink";
 import { StampContext, StampContextValue, StampStep } from "./_layout";
 import { Image } from "react-native";
+import { Artist } from "@teal/lexicons/src/types/fm/teal/alpha/feed/defs";
 
 type CardyBResponse = {
   error: string;
···
 };
 
 const createPlayRecord = (result: MusicBrainzRecording): PlayRecord => {
-  let artistNames: string[] = [];
-  if (result["artist-credit"]) {
-    artistNames = result["artist-credit"].map((a) => a.artist.name);
-  } else {
-    throw new Error("Artist must be specified!");
-  }
+  let artists = result["artist-credit"]?.map(
+    (a) =>
+      ({
+        artistName: a.artist.name,
+        artistMbId: a.artist.id,
+      }) as Artist,
+  );
+
+  console.log("artists", artists);
 
   return {
     trackName: result.title ?? "Unknown Title",
     recordingMbId: result.id ?? undefined,
     duration: result.length ? Math.floor(result.length / 1000) : undefined,
-    artistNames, // result["artist-credit"]?.[0]?.artist?.name ?? "Unknown Artist",
-    artistMbIds: result["artist-credit"]?.map((a) => a.artist.id) ?? undefined,
+    artists: artists,
     releaseName: result.selectedRelease?.title ?? undefined,
     releaseMbId: result.selectedRelease?.id ?? undefined,
     isrc: result.isrcs?.[0] ?? undefined,
···
     // TODO: update this based on version/git commit hash on build
     submissionClientAgent: "tealtracker/0.0.1b",
     playedTime: new Date().toISOString(),
-  };
+  } as PlayRecord;
 };
 
 export default function Submit() {
···
         // lol this type
         const rt = new RichText({
           text: `💮 now playing:
-${record.trackName} by ${record.artistNames.join(", ")}
+${record.trackName} by ${record.artists?.map((a) => a.artistName).join(", ")}
 
 powered by @teal.fm`,
         });
···
         let customUrl: string | undefined = embedInfo?.customUrl;
 
         let releaseYear = selectedTrack.selectedRelease?.date?.split("-")[0];
-        let title = `${record.trackName} by ${record.artistNames.join(", ")}`;
+        let title = `${record.trackName} by ${record.artists?.map((a) => a.artistName).join(", ")}`;
         let description = `Song${releaseYear ? " · " + releaseYear : ""}${
           selectedTrack.length && " · " + ms2hms(selectedTrack.length)
         }`;

apps/amethyst/components/play/actorPlaysView.tsx

···
-
-import { useStore } from '@/stores/mainStore';
-import { OutputSchema as ActorFeedResponse } from '@teal/lexicons/src/types/fm/teal/alpha/feed/getActorFeed';
-import { useEffect, useState } from 'react';
-import { ScrollView } from 'react-native';
-import { Text } from '@/components/ui/text';
-import PlayView from './playView';
-import { Agent } from '@atproto/api';
+import { useStore } from "@/stores/mainStore";
+import { OutputSchema as ActorFeedResponse } from "@teal/lexicons/src/types/fm/teal/alpha/feed/getActorFeed";
+import { useEffect, useState } from "react";
+import { ScrollView } from "react-native";
+import { Text } from "@/components/ui/text";
+import PlayView from "./playView";
+import { Agent } from "@atproto/api";
 
 interface ActorPlaysViewProps {
   repo: string | undefined;
   pdsAgent: Agent | null;
 }
 const ActorPlaysView = ({ repo, pdsAgent }: ActorPlaysViewProps) => {
-  const [play, setPlay] = useState<ActorFeedResponse['plays'] | null>(null);
+  const [play, setPlay] = useState<ActorFeedResponse["plays"] | null>(null);
   const isReady = useStore((state) => state.isAgentReady);
   const tealDid = useStore((state) => state.tealDid);
   useEffect(() => {
     if (pdsAgent) {
       pdsAgent
         .call(
-          'fm.teal.alpha.feed.getActorFeed',
+          "fm.teal.alpha.feed.getActorFeed",
           { authorDID: repo },
           {},
-          { headers: { 'atproto-proxy': tealDid + '#teal_fm_appview' } },
+          { headers: { "atproto-proxy": tealDid + "#teal_fm_appview" } },
         )
         .then((res) => {
           res.data.plays as ActorFeedResponse;
···
           console.log(e);
         });
     } else {
-      console.log('No agent');
+      console.log("No agent");
     }
   }, [isReady, pdsAgent, repo, tealDid]);
   if (!play) {
···
           key={p.playedTime + p.trackName}
           releaseTitle={p.releaseName}
           trackTitle={p.trackName}
-          artistName={p.artistNames.join(', ')}
+          artistName={p.artists.map((a) => a.artistName).join(", ")}
           releaseMbid={p.releaseMbId}
-
         />
       ))}
     </ScrollView>

apps/amethyst/package.json

···
     "@atproto/oauth-client": "^0.3.16",
     "@babel/plugin-transform-export-namespace-from": "^7.27.1",
     "@expo/vector-icons": "^14.1.0",
-    "@gorhom/bottom-sheet": "^5.1.2",
+    "@gorhom/bottom-sheet": "^5.1.3",
     "@react-native-async-storage/async-storage": "2.1.2",
     "@react-native-picker/picker": "^2.11.0",
     "@react-navigation/native": "^7.1.8",

apps/aqua/src/xrpc/feed/getActorFeed.ts

···
-import { TealContext } from '@/ctx';
-import { artists, db, plays, playToArtists } from '@teal/db';
-import { eq, and, lt, desc, sql } from 'drizzle-orm';
-import { OutputSchema } from '@teal/lexicons/src/types/fm/teal/alpha/feed/getActorFeed';
+import { TealContext } from "@/ctx";
+import { artists, db, plays, playToArtists } from "@teal/db";
+import { eq, and, lt, desc, sql } from "drizzle-orm";
+import { OutputSchema } from "@teal/lexicons/src/types/fm/teal/alpha/feed/getActorFeed";
 
 export default async function getActorFeed(c: TealContext) {
   const params = c.req.query();
   if (!params.authorDID) {
-    throw new Error('authorDID is required');
+    throw new Error("authorDID is required");
   }
 
   let limit = 20;
 
   if (params.limit) {
     limit = Number(params.limit);
-    if (limit > 50) throw new Error('Limit is over max allowed.');
+    if (limit > 50) throw new Error("Limit is over max allowed.");
   }
 
   // 'and' is here for typing reasons
···
     const cursorPlay = cursorResult[0]?.playedTime;
 
     if (!cursorPlay) {
-      throw new Error('Cursor not found');
+      throw new Error("Cursor not found");
     }
 
     whereClause = and(whereClause, lt(plays.playedTime, cursorPlay as any));
···
             AND pa.artist_name IS NOT NULL -- Ensure both are non-null
           ),
           '[]'::jsonb -- Correct empty JSONB array literal
-        )`.as('artists'),
+        )`.as("artists"),
     })
     .from(plays)
     .leftJoin(playToArtists, sql`${plays.uri} = ${playToArtists.playUri}`)
···
         recordingMbId: recordingMbid ?? undefined,
         duration: duration ?? undefined,
 
-        // For arrays derived from a guaranteed array, map is safe.
-        // The SQL query ensures `artists` is '[]'::jsonb if empty.
-        // The SQL query also ensures artist.name/mbid are NOT NULL within the jsonb_agg
-        artistNames: artists.map((artist) => artist.name), // Will be [] if artists is []
-        artistMbIds: artists.map((artist) => artist.mbid), // Will be [] if artists is []
+        artists: artists.map((a) => {
+          return {
+            artistMbId: a.mbid,
+            artistName: a.name,
+          };
+        }),
 
         releaseName: releaseName ?? undefined,
         releaseMbId: releaseMbid ?? undefined,

apps/aqua/src/xrpc/feed/getPlay.ts

···
         trackMbId,
         recordingMbId,
         duration,
-        // Replace these with actual artist data from the array
-        artistNames: artists.map((artist) => artist.name),
-        artistMbIds: artists.map((artist) => artist.mbid),
-        // Or, if you want to keep the full artist objects:
-        // artists: artists,
+        artists: artists.map((a) => {
+          return {
+            artistMbId: a.mbid,
+            artistName: a.name,
+          };
+        }),
         releaseName,
         releaseMbId,
         isrc,

packages/db/.drizzle/0006_glamorous_mephisto.sql

···
+CREATE MATERIALIZED VIEW "public"."mv_top_artists_for_user_30days" AS (select "artists"."mbid", "artists"."name", count("plays"."uri") as "play_count" from "artists" inner join "play_to_artists" on "artists"."mbid" = "play_to_artists"."artist_mbid" inner join "plays" on "plays"."uri" = "play_to_artists"."play_uri" inner join "profiles" on "profiles"."did" = "plays"."did" where "plays"."played_time" >= NOW() - INTERVAL '30 days' group by "artists"."mbid", "artists"."name" order by count("plays"."uri") DESC);--> statement-breakpoint
+CREATE MATERIALIZED VIEW "public"."mv_top_artists_for_user_7days" AS (select "artists"."mbid", "artists"."name", count("plays"."uri") as "play_count" from "artists" inner join "play_to_artists" on "artists"."mbid" = "play_to_artists"."artist_mbid" inner join "plays" on "plays"."uri" = "play_to_artists"."play_uri" inner join "profiles" on "profiles"."did" = "plays"."did" where "plays"."played_time" >= NOW() - INTERVAL '7 days' group by "artists"."mbid", "artists"."name" order by count("plays"."uri") DESC);--> statement-breakpoint
+CREATE MATERIALIZED VIEW "public"."mv_top_releases_for_user_30days" AS (select "releases"."mbid", "releases"."name", count("plays"."uri") as "play_count" from "releases" inner join "plays" on "plays"."release_mbid" = "releases"."mbid" inner join "profiles" on "profiles"."did" = "plays"."did" where "plays"."played_time" >= NOW() - INTERVAL '30 days' group by "releases"."mbid", "releases"."name" order by count("plays"."uri") DESC);--> statement-breakpoint
+CREATE MATERIALIZED VIEW "public"."mv_top_releases_for_user_7days" AS (select "releases"."mbid", "releases"."name", count("plays"."uri") as "play_count" from "releases" inner join "plays" on "plays"."release_mbid" = "releases"."mbid" inner join "profiles" on "profiles"."did" = "plays"."did" where "plays"."played_time" >= NOW() - INTERVAL '7 days' group by "releases"."mbid", "releases"."name" order by count("plays"."uri") DESC);

packages/db/.drizzle/meta/0006_snapshot.json

···
+{
+  "id": "74bfc452-adc9-461f-8b15-75c8a0f19e20",
+  "prevId": "c4b1bdd0-5fea-44e4-b753-4f25193b9c87",
+  "version": "7",
+  "dialect": "postgresql",
+  "tables": {
+    "public.artists": {
+      "name": "artists",
+      "schema": "",
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "play_count": {
+          "name": "play_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.play_to_artists": {
+      "name": "play_to_artists",
+      "schema": "",
+      "columns": {
+        "artist_mbid": {
+          "name": "artist_mbid",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "artist_name": {
+          "name": "artist_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "play_uri": {
+          "name": "play_uri",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "play_to_artists_artist_mbid_artists_mbid_fk": {
+          "name": "play_to_artists_artist_mbid_artists_mbid_fk",
+          "tableFrom": "play_to_artists",
+          "tableTo": "artists",
+          "columnsFrom": [
+            "artist_mbid"
+          ],
+          "columnsTo": [
+            "mbid"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "play_to_artists_play_uri_plays_uri_fk": {
+          "name": "play_to_artists_play_uri_plays_uri_fk",
+          "tableFrom": "play_to_artists",
+          "tableTo": "plays",
+          "columnsFrom": [
+            "play_uri"
+          ],
+          "columnsTo": [
+            "uri"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {
+        "play_to_artists_play_uri_artist_mbid_pk": {
+          "name": "play_to_artists_play_uri_artist_mbid_pk",
+          "columns": [
+            "play_uri",
+            "artist_mbid"
+          ]
+        }
+      },
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.plays": {
+      "name": "plays",
+      "schema": "",
+      "columns": {
+        "cid": {
+          "name": "cid",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "did": {
+          "name": "did",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "duration": {
+          "name": "duration",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "isrc": {
+          "name": "isrc",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "music_service_base_domain": {
+          "name": "music_service_base_domain",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "origin_url": {
+          "name": "origin_url",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "played_time": {
+          "name": "played_time",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "processed_time": {
+          "name": "processed_time",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false,
+          "default": "now()"
+        },
+        "rkey": {
+          "name": "rkey",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "recording_mbid": {
+          "name": "recording_mbid",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "release_mbid": {
+          "name": "release_mbid",
+          "type": "uuid",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "release_name": {
+          "name": "release_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "submission_client_agent": {
+          "name": "submission_client_agent",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "track_name": {
+          "name": "track_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "uri": {
+          "name": "uri",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {
+        "plays_recording_mbid_recordings_mbid_fk": {
+          "name": "plays_recording_mbid_recordings_mbid_fk",
+          "tableFrom": "plays",
+          "tableTo": "recordings",
+          "columnsFrom": [
+            "recording_mbid"
+          ],
+          "columnsTo": [
+            "mbid"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        },
+        "plays_release_mbid_releases_mbid_fk": {
+          "name": "plays_release_mbid_releases_mbid_fk",
+          "tableFrom": "plays",
+          "tableTo": "releases",
+          "columnsFrom": [
+            "release_mbid"
+          ],
+          "columnsTo": [
+            "mbid"
+          ],
+          "onDelete": "no action",
+          "onUpdate": "no action"
+        }
+      },
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.profiles": {
+      "name": "profiles",
+      "schema": "",
+      "columns": {
+        "did": {
+          "name": "did",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "handle": {
+          "name": "handle",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "display_name": {
+          "name": "display_name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "description": {
+          "name": "description",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "description_facets": {
+          "name": "description_facets",
+          "type": "jsonb",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "avatar": {
+          "name": "avatar",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "banner": {
+          "name": "banner",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": false
+        },
+        "created_at": {
+          "name": "created_at",
+          "type": "timestamp with time zone",
+          "primaryKey": false,
+          "notNull": false
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.recordings": {
+      "name": "recordings",
+      "schema": "",
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "play_count": {
+          "name": "play_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.releases": {
+      "name": "releases",
+      "schema": "",
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "play_count": {
+          "name": "play_count",
+          "type": "integer",
+          "primaryKey": false,
+          "notNull": false,
+          "default": 0
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    },
+    "public.featured_items": {
+      "name": "featured_items",
+      "schema": "",
+      "columns": {
+        "did": {
+          "name": "did",
+          "type": "text",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "mbid": {
+          "name": "mbid",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        },
+        "type": {
+          "name": "type",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "indexes": {},
+      "foreignKeys": {},
+      "compositePrimaryKeys": {},
+      "uniqueConstraints": {},
+      "policies": {},
+      "checkConstraints": {},
+      "isRLSEnabled": false
+    }
+  },
+  "enums": {},
+  "schemas": {},
+  "sequences": {},
+  "roles": {},
+  "policies": {},
+  "views": {
+    "public.mv_artist_play_counts": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"artists\".\"mbid\", \"artists\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"artists\" left join \"play_to_artists\" on \"artists\".\"mbid\" = \"play_to_artists\".\"artist_mbid\" left join \"plays\" on \"plays\".\"uri\" = \"play_to_artists\".\"play_uri\" group by \"artists\".\"mbid\", \"artists\".\"name\"",
+      "name": "mv_artist_play_counts",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_global_play_count": {
+      "columns": {},
+      "definition": "select count(\"uri\") as \"total_plays\", count(distinct \"did\") as \"unique_listeners\" from \"plays\"",
+      "name": "mv_global_play_count",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_recording_play_counts": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"recordings\".\"mbid\", \"recordings\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"recordings\" left join \"plays\" on \"plays\".\"recording_mbid\" = \"recordings\".\"mbid\" group by \"recordings\".\"mbid\", \"recordings\".\"name\"",
+      "name": "mv_recording_play_counts",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_release_play_counts": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"releases\".\"mbid\", \"releases\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"releases\" left join \"plays\" on \"plays\".\"release_mbid\" = \"releases\".\"mbid\" group by \"releases\".\"mbid\", \"releases\".\"name\"",
+      "name": "mv_release_play_counts",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_artists_30days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"artists\".\"mbid\", \"artists\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"artists\" inner join \"play_to_artists\" on \"artists\".\"mbid\" = \"play_to_artists\".\"artist_mbid\" inner join \"plays\" on \"plays\".\"uri\" = \"play_to_artists\".\"play_uri\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '30 days' group by \"artists\".\"mbid\", \"artists\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_artists_30days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_artists_for_user_30days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"artists\".\"mbid\", \"artists\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"artists\" inner join \"play_to_artists\" on \"artists\".\"mbid\" = \"play_to_artists\".\"artist_mbid\" inner join \"plays\" on \"plays\".\"uri\" = \"play_to_artists\".\"play_uri\" inner join \"profiles\" on \"profiles\".\"did\" = \"plays\".\"did\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '30 days' group by \"artists\".\"mbid\", \"artists\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_artists_for_user_30days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_artists_for_user_7days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"artists\".\"mbid\", \"artists\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"artists\" inner join \"play_to_artists\" on \"artists\".\"mbid\" = \"play_to_artists\".\"artist_mbid\" inner join \"plays\" on \"plays\".\"uri\" = \"play_to_artists\".\"play_uri\" inner join \"profiles\" on \"profiles\".\"did\" = \"plays\".\"did\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '7 days' group by \"artists\".\"mbid\", \"artists\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_artists_for_user_7days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_releases_30days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"releases\".\"mbid\", \"releases\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"releases\" inner join \"plays\" on \"plays\".\"release_mbid\" = \"releases\".\"mbid\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '30 days' group by \"releases\".\"mbid\", \"releases\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_releases_30days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_releases_for_user_30days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"releases\".\"mbid\", \"releases\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"releases\" inner join \"plays\" on \"plays\".\"release_mbid\" = \"releases\".\"mbid\" inner join \"profiles\" on \"profiles\".\"did\" = \"plays\".\"did\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '30 days' group by \"releases\".\"mbid\", \"releases\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_releases_for_user_30days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    },
+    "public.mv_top_releases_for_user_7days": {
+      "columns": {
+        "mbid": {
+          "name": "mbid",
+          "type": "uuid",
+          "primaryKey": true,
+          "notNull": true
+        },
+        "name": {
+          "name": "name",
+          "type": "text",
+          "primaryKey": false,
+          "notNull": true
+        }
+      },
+      "definition": "select \"releases\".\"mbid\", \"releases\".\"name\", count(\"plays\".\"uri\") as \"play_count\" from \"releases\" inner join \"plays\" on \"plays\".\"release_mbid\" = \"releases\".\"mbid\" inner join \"profiles\" on \"profiles\".\"did\" = \"plays\".\"did\" where \"plays\".\"played_time\" >= NOW() - INTERVAL '7 days' group by \"releases\".\"mbid\", \"releases\".\"name\" order by count(\"plays\".\"uri\") DESC",
+      "name": "mv_top_releases_for_user_7days",
+      "schema": "public",
+      "isExisting": false,
+      "materialized": true
+    }
+  },
+  "_meta": {
+    "columns": {},
+    "schemas": {},
+    "tables": {}
+  }
+}

packages/db/.drizzle/meta/_journal.json

···
       "when": 1742260281562,
       "tag": "0005_plain_vulture",
       "breakpoints": true
+    },
+    {
+      "idx": 6,
+      "version": "7",
+      "when": 1747602359287,
+      "tag": "0006_glamorous_mephisto",
+      "breakpoints": true
     }
   ]
 }

packages/db/schema.ts

···
   mbid: text("mbid").notNull(),
   type: text("type").notNull(),
 });
+
+export const mvTopArtistsForUser30Days = pgMaterializedView(
+  "mv_top_artists_for_user_30days",
+).as((qb) => {
+  return qb
+    .select({
+      artistMbid: artists.mbid,
+      artistName: artists.name,
+      playCount: sql<number>`count(${plays.uri})`.as("play_count"),
+    })
+    .from(artists)
+    .innerJoin(
+      playToArtists,
+      sql`${artists.mbid} = ${playToArtists.artistMbid}`,
+    )
+    .innerJoin(plays, sql`${plays.uri} = ${playToArtists.playUri}`)
+    .innerJoin(profiles, sql`${profiles.did} = ${plays.did}`)
+    .where(sql`${plays.playedTime} >= NOW() - INTERVAL '30 days'`)
+    .groupBy(artists.mbid, artists.name)
+    .orderBy(sql`count(${plays.uri}) DESC`);
+});
+
+export const mvTopArtistsForUser7Days = pgMaterializedView(
+  "mv_top_artists_for_user_7days",
+).as((qb) => {
+  return qb
+    .select({
+      artistMbid: artists.mbid,
+      artistName: artists.name,
+      playCount: sql<number>`count(${plays.uri})`.as("play_count"),
+    })
+    .from(artists)
+    .innerJoin(
+      playToArtists,
+      sql`${artists.mbid} = ${playToArtists.artistMbid}`,
+    )
+    .innerJoin(plays, sql`${plays.uri} = ${playToArtists.playUri}`)
+    .innerJoin(profiles, sql`${profiles.did} = ${plays.did}`)
+    .where(sql`${plays.playedTime} >= NOW() - INTERVAL '7 days'`)
+    .groupBy(artists.mbid, artists.name)
+    .orderBy(sql`count(${plays.uri}) DESC`);
+});
+
+export const mvTopReleasesForUser30Days = pgMaterializedView(
+  "mv_top_releases_for_user_30days",
+).as((qb) => {
+  return qb
+    .select({
+      releaseMbid: releases.mbid,
+      releaseName: releases.name,
+      playCount: sql<number>`count(${plays.uri})`.as("play_count"),
+    })
+    .from(releases)
+    .innerJoin(plays, sql`${plays.releaseMbid} = ${releases.mbid}`)
+    .innerJoin(profiles, sql`${profiles.did} = ${plays.did}`)
+    .where(sql`${plays.playedTime} >= NOW() - INTERVAL '30 days'`)
+    .groupBy(releases.mbid, releases.name)
+    .orderBy(sql`count(${plays.uri}) DESC`);
+});
+
+export const mvTopReleasesForUser7Days = pgMaterializedView(
+  "mv_top_releases_for_user_7days",
+).as((qb) => {
+  return qb
+    .select({
+      releaseMbid: releases.mbid,
+      releaseName: releases.name,
+      playCount: sql<number>`count(${plays.uri})`.as("play_count"),
+    })
+    .from(releases)
+    .innerJoin(plays, sql`${plays.releaseMbid} = ${releases.mbid}`)
+    .innerJoin(profiles, sql`${profiles.did} = ${plays.did}`)
+    .where(sql`${plays.playedTime} >= NOW() - INTERVAL '7 days'`)
+    .groupBy(releases.mbid, releases.name)
+    .orderBy(sql`count(${plays.uri}) DESC`);
+});

pnpm-lock.yaml

···
         specifier: ^14.1.0
         version: 14.1.0(expo-font@13.3.1(expo@53.0.9(@babel/core@7.26.0)(@expo/metro-runtime@5.0.4(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0)))(babel-plugin-react-compiler@19.0.0-beta-37ed2a7-20241206)(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react@19.0.0))(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)
       '@gorhom/bottom-sheet':
-        specifier: ^5.1.2
-        version: 5.1.2(@types/react@19.0.14)(react-native-gesture-handler@2.24.0(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native-reanimated@3.17.5(@babel/core@7.26.0)(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)
+        specifier: ^5.1.3
+        version: 5.1.4(@types/react@19.0.14)(react-native-gesture-handler@2.24.0(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native-reanimated@3.17.5(@babel/core@7.26.0)(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)
       '@react-native-async-storage/async-storage':
         specifier: 2.1.2
         version: 2.1.2(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))
···
   '@floating-ui/utils@0.2.8':
     resolution: {integrity: sha512-kym7SodPp8/wloecOpcmSnWJsK7M0E5Wg8UcFA+uO4B9s5d0ywXOEro/8HM9x0rW+TljRzul/14UYz3TleT3ig==}
 
-  '@gorhom/bottom-sheet@5.1.2':
-    resolution: {integrity: sha512-5np8oL2krqAsVKLRE4YmtkZkyZeFiitoki72bEpVhZb8SRTNuAEeSbP3noq5srKpcRsboCr7uI+xmMyrWUd9kw==}
+  '@gorhom/bottom-sheet@5.1.4':
+    resolution: {integrity: sha512-A49fbCLL3wxDhGvEsMzHDpBF+BqVCbXHEhLJo9plPSAxNjjPJFzJ65axj95R38+iqML0gmXyawpZ45PD4EEMAw==}
     peerDependencies:
       '@types/react': '*'
       '@types/react-native': '*'
···
 
   '@floating-ui/utils@0.2.8': {}
 
-  '@gorhom/bottom-sheet@5.1.2(@types/react@19.0.14)(react-native-gesture-handler@2.24.0(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native-reanimated@3.17.5(@babel/core@7.26.0)(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)':
+  '@gorhom/bottom-sheet@5.1.4(@types/react@19.0.14)(react-native-gesture-handler@2.24.0(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native-reanimated@3.17.5(@babel/core@7.26.0)(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0))(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)':
     dependencies:
       '@gorhom/portal': 1.0.14(react-native@0.79.2(@babel/core@7.26.0)(@types/react@19.0.14)(react@19.0.0))(react@19.0.0)
       invariant: 2.2.4