minimum viable UI. CAA-related scripts

2025-04-10 05:56:42 +00:00 · 2019-05-08 20:36:42 -04:00 · 2019-05-08 20:36:42 -04:00 · b588c0eb11
commit b588c0eb11
parent 85255c5dc1
24 changed files with 1256 additions and 338 deletions
--- a/README.md
+++ b/README.md
@ -5,3 +5,46 @@


 wip
+
+### Data import from MusicBrainz & Last.fm
+
+```bash
+# Download latest database dump
+./get_musicbrainz_dump.sh
+
+# Convert to .csv
+python convert_mb.py
+
+# Generate scraping tasks for task_tracker_drone (See notes)
+python generate_scrape_tasks.py
+
+# Apply last.fm data to artist.csv
+python patch_artists_with_lastfm.py "/path/to/lasfm_data.db"
+
+# Expose generated .csv data to the network
+cd repo/
+python -m http.server 9999
+
+# On the machine where neo4j is installed:
+./import.sh
+```
+
+### task_tracker setup:
+
+Last.fm api calls are queued to [task_tracker](https://github.com/simon987/task_tracker/),
+ and results are gathered by a [task_tracker_drone](https://github.com/simon987/task_tracker_drone/) 
+ ([script](https://git.simon987.net/drone/last.fm/src/master/run)).
+
+
+Project secret:
+```json
+{
+	"apikey": "<Your Last.fm api key>",
+	"user": "<Your Last.fm username>"
+}
+```
+
+### Api setup
+
+See [music-graph-api](https://github.com/simon987/music-graph-api) for setup instructions.
+
--- a/get_musicbrains_dump.sh
+++ b/get_musicbrains_dump.sh
@ -11,8 +11,9 @@ wget -nc "http://ftp.musicbrainz.org/pub/musicbrainz/data/fullexport/${latest}/m
 tar -xjvf mbdump.tar.bz2 mbdump/area mbdump/artist mbdump/l_area_area mbdump/l_artist_artist \
 mbdump/l_artist_release mbdump/l_artist_release_group mbdump/l_label_label mbdump/l_release_group_release_group \
 mbdump/label mbdump/label_type mbdump/link mbdump/link_type mbdump/release mbdump/release_group \
-mbdump/release_group_primary_type
-tar -xjvf mbdump-derived.tar.bz2 mbdump/artist_tag mbdump/release_group_tag mbdump/tag mbdump/tag_relation
+mbdump/release_group_primary_type mbdump/artist_credit_name mbdump/release_status
+tar -xjvf mbdump-derived.tar.bz2 mbdump/artist_tag mbdump/release_group_tag mbdump/tag mbdump/tag_relation \
+mbdump/release_group_meta

 mv mbdump/* .
 rm -r mbdump
--- a/extract_covers.py
+++ b/extract_covers.py
@ -0,0 +1,27 @@
+import sqlite3
+
+import sys
+
+with sqlite3.connect(sys.argv[1]) as conn:
+
+    cursor = conn.cursor()
+    cursor.execute("SELECT id from covers")
+
+    cursor = conn.cursor()
+    cursor.execute("SELECT id from covers")
+
+    def rows():
+        buf = list()
+        for row in cursor.fetchall():
+            buf.append(row[0])
+            if len(buf) > 30:
+                yield buf
+                buf.clear()
+
+    for batch in rows():
+        cursor.execute("SELECT cover from covers where id in (%s)" % (",".join(("'" + b + "'") for b in batch)))
+        covers = cursor.fetchall()
+        for i, cover in enumerate(covers):
+            with open("./tmpcovers/" + batch[i] + ".jpg", "wb") as out:
+                out.write(cover[0])
+                print(batch[i])
--- a/generate_caa_tasks.py
+++ b/generate_caa_tasks.py
@ -0,0 +1,56 @@
+import json
+from multiprocessing.pool import ThreadPool
+
+from task_tracker_drone.src.tt_drone.api import TaskTrackerApi, Worker
+
+TT_API_URL = "https://tt.simon987.net/api"
+TT_PROJECT = 5
+
+
+done = set()
+# with sqlite3.connect(sys.argv[1]) as conn:
+#     cur = conn.cursor()
+#     cur.execute("SELECT id FROM covers")
+#     for mbid in cur.fetchall():
+#         done.add(mbid[0])
+
+api = TaskTrackerApi(TT_API_URL)
+
+worker = Worker.from_file(api)
+if not worker:
+    worker = api.make_worker("caa scraper")
+    worker.dump_to_file()
+worker.request_access(TT_PROJECT, True, True)
+input("Give permission to " + worker.alias)
+
+
+def mktask(mbids):
+    res = worker.submit_task(
+        project=TT_PROJECT,
+        recipe=json.dumps(mbids),
+        hash64=hash(mbids[0]),
+        max_assign_time=60 * 30,
+        priority=1,
+        unique_str=None,
+        verification_count=None,
+        max_retries=5,
+    )
+    print(res.text)
+
+
+def lines():
+    with open("in/release") as f:
+        buf = list()
+
+        for line in f:
+            cols = line.split("\t")
+
+            buf.append(cols[1])
+            if len(buf) == 75:
+                a = list(buf)
+                buf.clear()
+                yield a
+
+
+pool = ThreadPool(processes=20)
+pool.map(func=mktask, iterable=lines())
--- a/generate_lastfm_tasks.py
+++ b/generate_lastfm_tasks.py
@ -0,0 +1,48 @@
+import csv
+import json
+from multiprocessing.pool import ThreadPool
+
+from task_tracker_drone.src.tt_drone.api import TaskTrackerApi, Worker
+
+TT_API_URL = "https://tt.simon987.net/api"
+TT_PROJECT = 1
+
+api = TaskTrackerApi(TT_API_URL)
+
+worker = Worker.from_file(api)
+if not worker:
+    worker = api.make_worker("last.fm scraper")
+    worker.dump_to_file()
+worker.request_access(TT_PROJECT, True, True)
+input("Give permission to " + worker.alias)
+
+with open("repo/artist.csv") as f:
+    reader = csv.reader(f)
+
+    def mktask(lines):
+        res = worker.submit_task(
+            project=TT_PROJECT,
+            recipe=json.dumps(
+                [{"mbid": line[0], "name": line[1]} for line in lines]
+            ),
+            unique_str=lines[0][0],
+            max_assign_time=60 * 5,
+        )
+        print(res.text)
+
+    def lines():
+        line_batch = list()
+
+        for line in reader:
+            if "Group" in line[3]:
+                line_batch.append(line)
+            if len(line_batch) >= 30:
+                res = list(line_batch)
+                line_batch.clear()
+                yield res
+
+    tasks = list(lines())
+
+    pool = ThreadPool(processes=25)
+    pool.map(func=mktask, iterable=tasks)
+
--- a/generate_scrape_tasks.py
+++ b/generate_scrape_tasks.py
@ -1,39 +0,0 @@
-import csv
-import json
-from multiprocessing.pool import ThreadPool
-
-from task_tracker_drone.src.tt_drone.api import TaskTrackerApi, Worker
-
-TT_API_URL = "https://tt.simon987.net/api"
-TT_PROJECT = 1
-
-api = TaskTrackerApi(TT_API_URL)
-
-worker = Worker.from_file(api)
-if not worker:
-    worker = api.make_worker("last.fm scraper")
-    worker.dump_to_file()
-    worker.request_access(TT_PROJECT, True, True)
-
-    input("Give permission to " + worker.alias)
-
-with open("repo/artist.csv") as f:
-    reader = csv.reader(f)
-
-    def mktask(line):
-        res = worker.submit_task(
-            project=TT_PROJECT,
-            recipe=json.dumps({"mbid": line[0], "name": line[1]}),
-            unique_str=line[0],
-            max_assign_time=60 * 5,
-        )
-        print(res.text)
-
-    def lines():
-        for line in reader:
-            if "Group" in line[2]:
-                yield line
-
-    pool = ThreadPool(processes=60)
-    pool.map(func=mktask, iterable=lines())
-
--- a/jenkins/build.sh
+++ b/jenkins/build.sh
@ -1 +1,4 @@
-#!/usr/bin/env bash
+#!/usr/bin/env bash
+
+git submodule init
+git submodule update --remote
--- a/last.fm
+++ b/last.fm
@ -1 +1 @@
-Subproject commit da0874207e2e214ee72be818233e2bf2d30ded19
+Subproject commit 855df64c316930062ff4f7740492d0f039788498
--- a/make_neoj4_db.sh
+++ b/make_neoj4_db.sh
@ -6,8 +6,12 @@ export DATABASE="graph.db"

 rm -rf "${NEO4J_HOME}/data/databases/${DATABASE}"

+cp ${NEO4J_HOME}/conf/neo4j.conf ${NEO4J_HOME}/conf/neo4j.conf.bak
+echo "dbms.security.auth_enabled=false" >> ${NEO4J_HOME}/conf/neo4j.conf
+
 mkdir workspace 2> /dev/null
 cd workspace
+rm *.csv

 wget ${REPOSITORY}/area.csv
 wget ${REPOSITORY}/area_area.csv
--- a/make_release_to_rg_map.py
+++ b/make_release_to_rg_map.py
@ -0,0 +1,31 @@
+import sqlite3
+
+release_to_release_group_map = dict()
+release_groups = dict()
+
+with open("in/release_group") as f:
+    for line in f:
+        cols = line.split("\t")
+        release_groups[cols[0]] = cols[1]
+
+with open("in/release") as f:
+    for line in f:
+        cols = line.split("\t")
+        release_to_release_group_map[cols[1]] = release_groups[cols[4]]
+
+with sqlite3.connect("mapdb.db") as conn:
+
+    cursor = conn.cursor()
+    cursor.execute("CREATE TABLE map (release TEXT PRIMARY KEY , release_group TEXT)")
+
+    for k, v in release_to_release_group_map.items():
+        cursor.execute("INSERT INTO map (release, release_group) VALUES (?,?)", (k, v))
+    conn.commit()
+
+"""
+CREATE TABLE covers (id TEXT primary key, cover BLOB);
+ATTACH 'mapdb.db' AS map;
+ATTACH '/mnt/Data8/caa_tn_only.db' AS source;
+INSERT OR IGNORE INTO covers SELECT release_group, cover FROM source.covers INNER JOIN map.map ON id = map.release;
+"""
+
--- a/patch_artists_with_lastfm.py
+++ b/patch_artists_with_lastfm.py
@ -1,74 +0,0 @@
-import csv
-import json
-import sqlite3
-import sys
-
-
-def patch(lastfm_data):
-    with sqlite3.connect(lastfm_data) as conn:
-        cur = conn.cursor()
-
-        cur.execute("SELECT data FROM lastfmdata", )
-        data = cur.fetchall()
-
-    if data:
-
-        buffer = []
-        dup_buf = set()
-        artist_listeners = dict()
-        artists = set()
-
-        for row in data:
-            lastfm_data = json.loads(row[0])
-
-            for similar in [s for s in lastfm_data["similar"] if s["mbid"] is not None]:
-                if (similar["mbid"], lastfm_data["artist"]) not in dup_buf:
-                    buffer.append((
-                        similar["mbid"],
-                        lastfm_data["artist"],
-                        similar["match"]
-                    ))
-                    dup_buf.add((similar["mbid"], lastfm_data["artist"]))
-                    dup_buf.add((lastfm_data["artist"], similar["mbid"]))
-
-            artist_listeners[lastfm_data["artist"]] = (lastfm_data["listeners"], lastfm_data["playcount"])
-
-        del dup_buf
-
-        with open("repo/lastfm_artist.csv", "w") as out:
-
-            writer = csv.writer(out)
-            writer.writerow([
-                "id:ID(Artist)", "name", ":LABEL", "listeners:int", "playcount:int"
-            ])
-
-            with open("repo/artist.csv") as f:
-                reader = csv.reader(f)
-
-                reader.__next__()  # Skip header
-                for row in reader:
-                    writer.writerow([
-                        row[0],
-                        row[1],
-                        row[2],
-                        row[3],
-                        artist_listeners.get(row[0], (0, 0))[0],
-                        artist_listeners.get(row[0], (0, 0))[1],
-                    ])
-                    artists.add(row[0])
-
-        with open("repo/lastfm_artist_artist.csv", "w") as out:
-            out.write(",".join((
-                ":START_ID(Artist)", ":END_ID(Artist)", "weight"
-            )) + "\n")
-
-            for x in buffer:
-                if x[0] not in artists:
-                    continue
-                if x[1] not in artists:
-                    continue
-
-                out.write(",".join(x) + "\n")
-
-
-patch(sys.argv[1])
--- a/process_lastfm_data.py
+++ b/process_lastfm_data.py
@ -0,0 +1,100 @@
+import csv
+import json
+import sqlite3
+from collections import defaultdict
+import sys
+
+artists = set()
+
+
+def disambiguate(lfm_artist, artist_release_count, name, mbid):
+    existing_mbid = lfm_artist.get(name, None)
+
+    if existing_mbid and mbid != existing_mbid:
+        if artist_release_count[existing_mbid] < artist_release_count[mbid]:
+
+            lfm_artist[name] = mbid
+
+            print("Replacing %s (%s) with %s (%d) for %s" %
+                  (existing_mbid, artist_release_count[existing_mbid],
+                   mbid, artist_release_count[mbid],
+                   name))
+    else:
+        lfm_artist[name] = mbid
+
+
+def patch(lastfm_data):
+
+    artist_listeners = dict()
+    lastfm_artist_to_mbid = dict()
+    artist_release_count = defaultdict(int)
+    related = list()
+
+    with open("repo/artist_release.csv") as f:
+        for line in f:
+            cols = line.split(',')
+            artist_release_count[cols[0]] += 1
+
+    with sqlite3.connect(lastfm_data) as conn:
+        cur = conn.cursor()
+        cur.execute("SELECT data FROM lastfmdata", )
+        data = list(cur.fetchall())
+
+    # A lastfm artist name can refer to multiple MBIDs
+    # For RELATED_TO purposes, we assume that the MBID referring
+    # to the artist with the most official releases is the one
+
+    for row in data:
+        meta = json.loads(row[0])
+
+        disambiguate(lastfm_artist_to_mbid, artist_release_count, meta["name"], meta["artist"])
+
+        for similar in [s for s in meta["similar"] if s["mbid"] is not None]:
+            disambiguate(lastfm_artist_to_mbid, artist_release_count, similar["name"], similar["mbid"])
+
+    # Get related links & listener counts
+    for row in data:
+        meta = json.loads(row[0])
+
+        artist_listeners[lastfm_artist_to_mbid[meta["name"]]] = \
+            (meta["listeners"], meta["playcount"])
+
+        for similar in [s for s in meta["similar"] if s["mbid"] is not None]:
+            related.append((
+                lastfm_artist_to_mbid[similar["name"]],
+                lastfm_artist_to_mbid[meta["name"]],
+                similar["match"]
+            ))
+
+    with open("repo/lastfm_artist.csv", "w") as out:
+        writer = csv.writer(out)
+        writer.writerow([
+            "id:ID(Artist)", "name", "year:short", ":LABEL", "listeners:int", "playcount:int"
+        ])
+
+        with open("repo/artist.csv") as f:
+            reader = csv.reader(f)
+
+            reader.__next__()  # Skip header
+            for row in reader:
+                writer.writerow([
+                    row[0],
+                    row[1],
+                    row[2],
+                    row[3],
+                    artist_listeners.get(row[0], (0, 0))[0],
+                    artist_listeners.get(row[0], (0, 0))[1],
+                ])
+                artists.add(row[0])
+
+    with open("repo/lastfm_artist_artist.csv", "w") as out:
+        out.write(",".join((
+            ":START_ID(Artist)", ":END_ID(Artist)", "weight:float"
+        )) + "\n")
+
+        for x in related:
+            if x[0] in artists and x[1] in artists:
+                out.write(",".join(x) + "\n")
+
+
+patch(sys.argv[1])
--- a/process_mb_dump.py
+++ b/process_mb_dump.py
@ -1,4 +1,5 @@
 import os
+from collections import defaultdict

 links = dict()
 link_types = dict()
@ -8,6 +9,7 @@ label_types = {
    "\\N": ""
 }
 release_groups = dict()
+release_statuses = dict()
 release_to_release_group_map = dict()
 release_types = {
    "\\N": "",
@ -107,6 +109,7 @@ artist_artist_rel_map = {
    "subgroup": "IS_SUBGROUP_OF",
    "founder": "IS_FOUNDER_OF",
    "involved with": "IS_INVOLVED_WITH",
+    "named after": "IS_NAMED_AFTER",
 }

 label_label_rel_map = {
@ -132,6 +135,11 @@ with open("in/link", "r") as f:
        cols = line.split("\t")
        links[cols[0]] = cols

+with open("in/release_status", "r") as f:
+    for line in f:
+        cols = line.split("\t")
+        release_statuses[cols[0]] = cols
+
 with open("in/link_type", "r") as f:
    for line in f:
        cols = line.split("\t")
@ -187,7 +195,7 @@ for _, artist in artists.items():
    out_artist.write(",".join((
        artist[1],
        '"' + artist[2].replace("\"", "\"\"") + '"',
-        artist[4] if artist[4] != "\\N" else "",
+        artist[4] if artist[4] != "\\N" else "0",
        "Artist" + (";Group\n" if artist[10] == "2" else "\n")
    )))

@ -216,8 +224,14 @@ with open("in/release_group_primary_type") as f:
        cols = line.split("\t")
        release_types[cols[0]] = ";" + cols[1]

+release_group_year = dict()
+with open("in/release_group_meta") as f:
+    for line in f:
+        cols = line.split("\t")
+        release_group_year[cols[0]] = cols[2] if cols[2] != "\\N" else "0"
+
 with open("repo/release.csv", "w") as out:
-    out.write("id:ID(Release),name,:LABEL\n")
+    out.write("id:ID(Release),name,year:int,:LABEL\n")

    with open("in/release_group") as f:
        for line in f:
@ -225,6 +239,7 @@ with open("repo/release.csv", "w") as out:
            out.write(",".join((
                cols[1],
                '"' + cols[2].replace("\"", "\"\"") + '"',
+                release_group_year[cols[0]],
                "Release" + release_types[cols[4]],
            )) + "\n")

@ -233,19 +248,46 @@ with open("repo/release.csv", "w") as out:
 with open("in/release") as f:
    for line in f:
        cols = line.split("\t")
-        release_to_release_group_map[cols[0]] = cols[4]
+        if cols[5] != '\\N' and release_statuses[cols[5]][1] == "Official":
+            release_to_release_group_map[cols[0]] = cols[4]
+
+credit_names = defaultdict(list)
+
+with open("in/artist_credit_name") as f:
+    for line in f:
+        cols = line.split("\t")
+        credit_names[cols[0]].append(artists[cols[2]][1])

 with open("tmp/tmp_artist_release.csv", "w") as out:
    out.write(":START_ID(Artist),:END_ID(Release),:TYPE\n")

+    # Is this part really necessary?
    with open("in/l_artist_release") as f:
        for line in f:
            cols = line.split("\t")
-            out.write(",".join((
-                artists[cols[2]][1],
-                release_groups[release_to_release_group_map[cols[3]]][1],
-                artist_release_rel_map[link_types[links[cols[1]][1]][6]]
-            )) + "\n")
+            if cols[3] in release_to_release_group_map:
+                out.write(",".join((
+                    artists[cols[2]][1],
+                    release_groups[release_to_release_group_map[cols[3]]][1],
+                    artist_release_rel_map[link_types[links[cols[1]][1]][6]]
+                )) + "\n")
+
+    # Artist credits
+    with open("in/release") as f:
+        for line in f:
+            cols = line.split("\t")
+            if cols[0] in release_to_release_group_map:
+                for credit in credit_names[cols[3]]:
+                    out.write(",".join((
+                        credit,
+                        release_groups[release_to_release_group_map[cols[0]]][1],
+                        "CREDITED_FOR"
+                    )) + "\n")
+
+# Remove dupes
+os.system("(head -n 1 tmp/tmp_artist_release.csv && tail -n +2 tmp/tmp_artist_release.csv"
+          " | sort) | uniq > repo/artist_release.csv && rm tmp/tmp_artist_release.csv")
+

 with open("repo/release_release.csv", "w") as out:
    out.write(":START_ID(Release),:END_ID(Release),:TYPE\n")
@ -259,12 +301,8 @@ with open("repo/release_release.csv", "w") as out:
                release_release_rel_map[link_types[links[cols[1]][1]][6]]
            )) + "\n")

-os.system("(head -n 1 tmp/tmp_artist_release.csv && tail -n +2 tmp/tmp_artist_release.csv"
-          " | sort) | uniq > repo/artist_release.csv && rm tmp/tmp_artist_release.csv")
-
 # ---

-
 with open("in/tag") as f:
    with open("repo/tag.csv", "w") as out:
        out.write("id:ID(Tag),name\n")
@ -307,7 +345,7 @@ with open("repo/artist_tag.csv", "w") as out:
            )) + "\n")

 with open("repo/tag_tag.csv", "w") as out:
-    out.write(":START_ID(Tag),:END_ID(Tag),weight\n")
+    out.write(":START_ID(Tag),:END_ID(Tag),weight:int\n")

    with open("in/tag_relation") as f:
        for line in f:
--- a/seed.cypher
+++ b/seed.cypher
@ -0,0 +1,2 @@
+CREATE INDEX ON :Artist(id);
+CREATE INDEX ON :Release(id);
--- a/seed_neo4j_db.sh
+++ b/seed_neo4j_db.sh
@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+
+export NEO4J_HOME="/home/drone/Downloads/neo4j-community-3.5.3"
+
+cat seed.cypher | ${NEO4J_HOME}/bin/cypher-shell
--- a/2
+++ b/2
@ -1 +1 @@
-Subproject commit 69af3ba908c3c3e1c838da3e95ff15f967086af0
+Subproject commit e025596cf2ccfbe803f05cb848927ae36fe270a3
--- a/ui/.eslintrc.js
+++ b/ui/.eslintrc.js
@ -25,10 +25,10 @@ module.exports = {
        'generator-star-spacing': 'off',
        // allow debugger during development
        'no-debugger': process.env.NODE_ENV === 'production' ? 'error' : 'off',
-
-        "indent": "off",
-        "indent-legacy": ["error", 4],
+        "indent": ["error", 4, {SwitchCase: 1}],
        "no-param-reassign": 0,
        "no-underscore-dangle": 0,
+        "no-trailing-spaces": 0,
+        "space-before-function-paren": 0,
    }
 };
--- a/ui/package-lock.json
+++ b/ui/package-lock.json
@ -60,6 +60,35 @@
        "@babel/types": "7.0.0-beta.44"
      }
    },
+    "@babel/helper-module-imports": {
+      "version": "7.0.0-beta.35",
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@ -5788,6 +5997,14 @@
      "integrity": "sha1-Hq3nrMASA0rYTiOWdn6tn6VJWCE=",
      "dev": true
    },
+    "keyv": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/keyv/-/keyv-3.0.0.tgz",
+      "integrity": "sha512-eguHnq22OE3uVoSYG0LVWNP+4ppamWr9+zWBe1bsNcovIMy6huUJFPgy4mGwCd/rnl3vOLGW1MTlu4c57CT1xA==",
+      "requires": {
+        "json-buffer": "3.0.0"
+      }
+    },
    "killable": {
      "version": "1.0.1",
      "resolved": "https://registry.npmjs.org/killable/-/killable-1.0.1.tgz",
@ -6023,6 +6240,11 @@
      "integrity": "sha1-miyr0bno4K6ZOkv31YdcOcQujqw=",
      "dev": true
    },
+    "lowercase-keys": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/lowercase-keys/-/lowercase-keys-1.0.1.tgz",
+      "integrity": "sha512-G2Lj61tXDnVFFOi8VZds+SoQjtQC3dgokKdDG2mTm1tx4m50NUHBOZSBwQQHyy0V12A0JTG4icfZQH+xPyh8VA=="
+    },
    "lru-cache": {
      "version": "4.1.5",
      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-4.1.5.tgz",
@ -6288,6 +6510,11 @@
      "integrity": "sha512-jf84uxzwiuiIVKiOLpfYk7N46TSy8ubTonmneY9vrpHNAnp0QBt2BxWV9dO3/j+BoVAb+a5G6YDPW3M5HOdMWQ==",
      "dev": true
    },
+    "mimic-response": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/mimic-response/-/mimic-response-1.0.1.tgz",
+      "integrity": "sha512-j5EctnkH7amfV/q5Hgmoal1g2QHFJRraOtmx0JpIqkxhBhI/lJSl1nMpQ45hVarwNETOoWEimndZ4QK0RHxuxQ=="
+    },
    "minimalistic-assert": {
      "version": "1.0.1",
      "resolved": "https://registry.npmjs.org/minimalistic-assert/-/minimalistic-assert-1.0.1.tgz",
@ -6566,6 +6793,11 @@
        "sort-keys": "^1.0.0"
      }
    },
+    "normalize-wheel": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/normalize-wheel/-/normalize-wheel-1.0.1.tgz",
+      "integrity": "sha1-rsiGr/2wRQcNhWRH32Ls+GFG7EU="
+    },
    "npm-run-path": {
      "version": "2.0.2",
      "resolved": "https://registry.npmjs.org/npm-run-path/-/npm-run-path-2.0.2.tgz",
@ -6599,8 +6831,7 @@
    "object-assign": {
      "version": "4.1.1",
      "resolved": "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz",
-      "integrity": "sha1-IQmtx5ZYh8/AXLvUQsrIv7s2CGM=",
-      "dev": true
+      "integrity": "sha1-IQmtx5ZYh8/AXLvUQsrIv7s2CGM="
    },
    "object-copy": {
      "version": "0.1.0",
@ -6782,11 +7013,20 @@
      "integrity": "sha1-u+Z0BseaqFxc/sdm/lc0VV36EnQ=",
      "dev": true
    },
+    "p-cancelable": {
+      "version": "0.4.1",
+      "resolved": "https://registry.npmjs.org/p-cancelable/-/p-cancelable-0.4.1.tgz",
+      "integrity": "sha512-HNa1A8LvB1kie7cERyy21VNeHb2CWJJYqyyC2o3klWFfMGlFmWv2Z7sFgZH8ZiaYL95ydToKTFVXgMV/Os0bBQ=="
+    },
    "p-finally": {
      "version": "1.0.0",
      "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz",
-      "integrity": "sha1-P7z7FbiZpEEjs0ttzBi3JDNqLK4=",
-      "dev": true
+      "integrity": "sha1-P7z7FbiZpEEjs0ttzBi3JDNqLK4="
+    },
+    "p-is-promise": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/p-is-promise/-/p-is-promise-1.1.0.tgz",
+      "integrity": "sha1-nJRWmJ6fZYgBewQ01WCXZ1w9oF4="
    },
    "p-limit": {
      "version": "1.3.0",
@ -6812,6 +7052,14 @@
      "integrity": "sha512-r6zKACMNhjPJMTl8KcFH4li//gkrXWfbD6feV8l6doRHlzljFWGJ2AP6iKaCJXyZmAUMOPtvbW7EXkbWO/pLEA==",
      "dev": true
    },
+    "p-timeout": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-2.0.1.tgz",
+      "integrity": "sha512-88em58dDVB/KzPEx1X0N3LwFfYZPyDc4B6eF38M1rk9VTZMbxXXgjugz8mmwpS9Ox4BDZ+t6t3QP5+/gazweIA==",
+      "requires": {
+        "p-finally": "^1.0.0"
+      }
+    },
    "p-try": {
      "version": "1.0.0",
      "resolved": "https://registry.npmjs.org/p-try/-/p-try-1.0.0.tgz",
@ -6952,8 +7200,7 @@
    "pify": {
      "version": "3.0.0",
      "resolved": "https://registry.npmjs.org/pify/-/pify-3.0.0.tgz",
-      "integrity": "sha1-5aSs0sEB/fPZpNB/DbxNtJ3SgXY=",
-      "dev": true
+      "integrity": "sha1-5aSs0sEB/fPZpNB/DbxNtJ3SgXY="
    },
    "pinkie": {
      "version": "2.0.4",
@ -9113,8 +9360,7 @@
    "process-nextick-args": {
      "version": "2.0.0",
      "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.0.tgz",
-      "integrity": "sha512-MtEC1TqN0EU5nephaJ4rAtThHtC86dNN9qCuEhtshvpVBkAW5ZO7BASN9REnF9eoXGcRub+pFuKEpOHE+HbEMw==",
-      "dev": true
+      "integrity": "sha512-MtEC1TqN0EU5nephaJ4rAtThHtC86dNN9qCuEhtshvpVBkAW5ZO7BASN9REnF9eoXGcRub+pFuKEpOHE+HbEMw=="
    },
    "progress": {
      "version": "2.0.3",
@ -9338,7 +9584,6 @@
      "version": "2.3.6",
      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.6.tgz",
      "integrity": "sha512-tQtKA9WIAhBF3+VLAseyMqZeBjW0AHJoxOtYqSUZNJxauErmLbVm2FW1y+J/YA9dUrAC39ITejlZWhVIwawkKw==",
-      "dev": true,
      "requires": {
        "core-util-is": "~1.0.0",
        "inherits": "~2.0.3",
@ -9424,8 +9669,7 @@
    "regenerator-runtime": {
      "version": "0.11.1",
      "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.11.1.tgz",
-      "integrity": "sha512-MguG95oij0fC3QV3URf4V2SDYGJhJnJGqvIIgdECeODCT98wSWDAJ94SSuVpYQUoTcGUIL6L4yNB7j1DFFHSBg==",
-      "dev": true
+      "integrity": "sha512-MguG95oij0fC3QV3URf4V2SDYGJhJnJGqvIIgdECeODCT98wSWDAJ94SSuVpYQUoTcGUIL6L4yNB7j1DFFHSBg=="
    },
    "regenerator-transform": {
      "version": "0.10.1",
@ -9568,6 +9812,11 @@
      "integrity": "sha1-kl0mAdOaxIXgkc8NpcbmlNw9yv8=",
      "dev": true
    },
+    "resize-observer-polyfill": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/resize-observer-polyfill/-/resize-observer-polyfill-1.5.1.tgz",
+      "integrity": "sha512-LwZrotdHOo12nQuZlHEmtuXdqGoOD0OhaxopaNFxWzInpEgaLWoVuAMbTzixuosCx2nEG58ngzW3vxdWoxIgdg=="
+    },
    "resolve": {
      "version": "1.10.0",
      "resolved": "https://registry.npmjs.org/resolve/-/resolve-1.10.0.tgz",
@ -9606,6 +9855,14 @@
      "integrity": "sha1-LGN/53yJOv0qZj/iGqkIAGjiBSo=",
      "dev": true
    },
+    "responselike": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/responselike/-/responselike-1.0.2.tgz",
+      "integrity": "sha1-kYcg7ztjHFZCvgaPFa3lpG9Loec=",
+      "requires": {
+        "lowercase-keys": "^1.0.0"
+      }
+    },
    "restore-cursor": {
      "version": "2.0.0",
      "resolved": "https://registry.npmjs.org/restore-cursor/-/restore-cursor-2.0.0.tgz",
@ -9691,8 +9948,7 @@
    "safe-buffer": {
      "version": "5.1.2",
      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
-      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==",
-      "dev": true
+      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
    },
    "safe-regex": {
      "version": "1.1.0",
@ -10313,8 +10569,7 @@
    "strict-uri-encode": {
      "version": "1.1.0",
      "resolved": "https://registry.npmjs.org/strict-uri-encode/-/strict-uri-encode-1.1.0.tgz",
-      "integrity": "sha1-J5siXfHVgrH1TmWt3UNS4Y+qBxM=",
-      "dev": true
+      "integrity": "sha1-J5siXfHVgrH1TmWt3UNS4Y+qBxM="
    },
    "string-width": {
      "version": "2.1.1",
@ -10347,7 +10602,6 @@
      "version": "1.1.1",
      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
-      "dev": true,
      "requires": {
        "safe-buffer": "~5.1.0"
      }
@ -10458,6 +10712,11 @@
      "integrity": "sha1-f17oI66AUgfACvLfSoTsP8+lcLQ=",
      "dev": true
    },
+    "throttle-debounce": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/throttle-debounce/-/throttle-debounce-1.1.0.tgz",
+      "integrity": "sha512-XH8UiPCQcWNuk2LYePibW/4qL97+ZQ1AN3FNXwZRBNPPowo/NRU5fAlDCSNBJIYCKbioZfuYtMhG4quqoJhVzg=="
+    },
    "through": {
      "version": "2.3.8",
      "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz",
@ -10486,6 +10745,11 @@
      "integrity": "sha512-zxke8goJQpBeEgD82CXABeMh0LSJcj7CXEd0OHOg45HgcofF7pxNwZm9+RknpxpDhwN4gFpySkApKfFYfRQnUA==",
      "dev": true
    },
+    "timed-out": {
+      "version": "4.0.1",
+      "resolved": "https://registry.npmjs.org/timed-out/-/timed-out-4.0.1.tgz",
+      "integrity": "sha1-8y6srFoXW+ol1/q1Zas+2HQe9W8="
+    },
    "timers-browserify": {
      "version": "2.0.10",
      "resolved": "https://registry.npmjs.org/timers-browserify/-/timers-browserify-2.0.10.tgz",
@ -10885,6 +11149,26 @@
        "requires-port": "^1.0.0"
      }
    },
+    "url-parse-lax": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/url-parse-lax/-/url-parse-lax-3.0.0.tgz",
+      "integrity": "sha1-FrXK/Afb42dsGxmZF3gj1lA6yww=",
+      "requires": {
+        "prepend-http": "^2.0.0"
+      },
+      "dependencies": {
+        "prepend-http": {
+          "version": "2.0.0",
+          "resolved": "https://registry.npmjs.org/prepend-http/-/prepend-http-2.0.0.tgz",
+          "integrity": "sha1-6SQ0v6XqjBn0HN/UAddBo8gZ2Jc="
+        }
+      }
+    },
+    "url-to-options": {
+      "version": "1.0.1",
+      "resolved": "https://registry.npmjs.org/url-to-options/-/url-to-options-1.0.1.tgz",
+      "integrity": "sha1-FQWgOiiaSMvXpDTvuu7FBV9WM6k="
+    },
    "use": {
      "version": "3.1.1",
      "resolved": "https://registry.npmjs.org/use/-/use-3.1.1.tgz",
@ -10903,8 +11187,7 @@
    "util-deprecate": {
      "version": "1.0.2",
      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
-      "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8=",
-      "dev": true
+      "integrity": "sha1-RQ1Nyfpw3nMnYvvS1KKJgUGaDM8="
    },
    "utila": {
      "version": "0.4.0",
@ -11059,6 +11342,14 @@
        }
      }
    },
+    "vue-resource": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/vue-resource/-/vue-resource-1.5.1.tgz",
+      "integrity": "sha512-o6V4wNgeqP+9v9b2bPXrr20CGNQPEXjpbUWdZWq9GJhqVeAGcYoeTtn/D4q059ZiyN0DIrDv/ADrQUmlUQcsmg==",
+      "requires": {
+        "got": "^8.0.3"
+      }
+    },
    "vue-router": {
      "version": "3.0.2",
      "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-3.0.2.tgz",
--- a/ui/package.json
+++ b/ui/package.json
@ -13,7 +13,10 @@
    "dependencies": {
        "d3": "^5.9.2",
        "d3-force": "^2.0.1",
+        "d3-path": "^1.0.7",
+        "element-ui": "^2.7.2",
        "vue": "^2.6.10",
+        "vue-resource": "^1.5.1",
        "vue-router": "^3.0.2"
    },
    "devDependencies": {
@ -22,6 +25,7 @@
        "babel-eslint": "^8.2.1",
        "babel-helper-vue-jsx-merge-props": "^2.0.3",
        "babel-loader": "^7.1.1",
+        "babel-plugin-component": "^1.1.1",
        "babel-plugin-syntax-jsx": "^6.18.0",
        "babel-plugin-transform-runtime": "^6.22.0",
        "babel-plugin-transform-vue-jsx": "^3.5.0",
--- a/ui/src/App.vue
+++ b/ui/src/App.vue
@ -5,18 +5,17 @@
 </template>

 <script>
-    export default {
-        name: 'App'
-    }
+export default {
+    name: 'App'
+}
 </script>

 <style>
+    body {
+        padding: 0;
+        margin: 0;
+    }
+
    #app {
-        font-family: 'Avenir', Helvetica, Arial, sans-serif;
-        -webkit-font-smoothing: antialiased;
-        -moz-osx-font-smoothing: grayscale;
-        text-align: center;
-        color: #2c3e50;
-        margin-top: 60px;
    }
 </style>
--- a/ui/src/components/ArtistInfo.vue
+++ b/ui/src/components/ArtistInfo.vue
@ -0,0 +1,54 @@
+<template>
+    <el-card class="artist-info box-card" v-if="artist !== undefined">
+        <div slot="header">
+            <span>{{artist.name}}</span>
+        </div>
+        <div>
+            <ImageCarousel
+                v-bind:sources="artistInfo.covers"
+                interval="750" />
+        </div>
+    </el-card>
+</template>
+
+<script>
+import Vue from 'vue'
+import ImageCarousel from './ImageCarousel'
+
+let data = {
+    artistInfo: {
+        releases: [],
+        covers: []
+    }
+}
+
+function reloadInfo(artist) {
+    Vue.http.get('http://localhost:3030/artist/details/' + artist.mbid)
+        .then(response => {
+            response.json().then(info => {
+                info.covers = info.releases.map(mbid => 'http://localhost:3030/cover/' + mbid)
+
+                data.artistInfo = info
+            })
+        })
+}
+
+export default {
+    name: 'ArtistInfo',
+    components: {ImageCarousel},
+    props: ['artist'],
+    watch: {
+        artist: reloadInfo
+    },
+    data() {
+        return data
+    }
+}
+</script>
+
+<style scoped>
+    .artist-info {
+        margin: 1rem;
+        position: fixed;
+    }
+</style>
--- a/ui/src/components/HelloWorld.vue
+++ b/ui/src/components/HelloWorld.vue
@ -1,12 +1,19 @@
 <template>
-    <div></div>
+    <div>
+        <ArtistInfo v-bind:artist="hoverArtist"/>
+    </div>
 </template>

 <script>
+import * as d3 from 'd3'
+import ArtistInfo from './ArtistInfo'

-    import * as d3 from 'd3'
+let data = {
+    hoverArtist: undefined
+}

-    function getNodeType (labels) {
+const nodeUtils = {
+    getNodeType: function (labels) {
        if (labels.find(l => l === 'Tag')) {
            return 'Tag'
        } else if (labels.find(l => l === 'Group')) {
@ -15,182 +22,442 @@
            return 'Artist'
        }
        return undefined
+    },
+
+    getRadius: function (node) {
+        if (expandedNodes.has(node.id)) {
+            return 40
+        }
+
+        if (node.type === 'Tag') {
+            return 10
+        }
+
+        return Math.max(Math.sqrt(node.listeners / 7000) * 1.4, 15)
+    },
+
+    getColor: function (node) {
+        if (expandedNodes.has(node.id)) {
+            return '#1cb3c8'
+        }
+        return null
+    }
+}
+
+let originArtist
+let originNode
+let expandedNodes = new Set()
+
+function MusicGraph() {
+    const width = window.innerWidth - 7
+    const height = window.innerHeight - 7
+
+    this.nodeById = new Map()
+    this.nodes = []
+    this.links = []
+    this._originSet = false
+
+    this.svg = d3.select('body')
+        .append('svg')
+        .attr('width', width)
+        .attr('height', height)
+
+    this.zoomed = () => {
+        this.container.attr('transform', d3.event.transform)
    }

-    let data = {}
-    d3.json('../static/data.json')
-        .then((r) => {
-            data = r
+    this.svg.append('rect')
+        .attr('width', width)
+        .attr('height', height)
+        .classed('pan-rect', true)
+        .style('fill', 'none')
+        .call(d3.zoom()
+            .scaleExtent([1 / 10, 5])
+            .on('zoom', this.zoomed))

-            const links = data.map(row => ({
-                source: row._fields[1].start.low,
-                target: row._fields[1].end.low,
-                weight: row._fields[1].properties.weight.low
-            }))
-            const nodes = []
+    this.container = this.svg.append('g').attr('id', 'container')

-            function addNode (node) {
-                if (nodes.find(n => n.id === node.id)) {
-                    return
-                }
-                nodes.push(node)
-            }
+    this.container.append('g')
+        .attr('id', 'links')
+    this.container.append('g')
+        .attr('id', 'nodes')
+    this.container.append('g')
+        .attr('id', 'labels')

-            data.forEach((row) => {
-                addNode({
-                    id: row._fields[0].identity.low,
-                    name: row._fields[0].properties.name,
-                    listeners: row._fields[0].properties.listeners.low,
-                    type: getNodeType(row._fields[0].labels)
-                })
-                addNode({
-                    id: row._fields[2].identity.low,
-                    name: row._fields[2].properties.name,
-                    type: 'Tag'
-                })
-            })
+    this.dragStarted = (d) => {
+        if (!d3.event.active) {
+            this.simulation.alphaTarget(0.3).restart()
+        }
+        d.fx = d.x
+        d.fy = d.y
+    }

-            function getRadius (node) {
-                if (node.type === 'Tag') {
-                    return 10
-                }
-                return Math.max(Math.sqrt(node.listeners / 5000), 15)
-            }
+    this.dragged = (d) => {
+        d.fx = d3.event.x
+        d.fy = d3.event.y
+    }

-            function getColor (node) {
-                switch (node.type) {
-                case 'Tag':
-                    return '#e0e0e0'
-                case 'Artist':
-                    return '#42c3f7'
-                case 'Group':
-                    return '#00a5e9'
-                default:
-                    return '#DEADFB'
-                }
-            }
+    this.dragEnded = (d) => {
+        if (!d3.event.active) {
+            this.simulation.alphaTarget(0)
+        }

-            const width = window.innerWidth - 5
-            const height = window.innerHeight - 5
+        d.fx = null
+        d.fy = null
+    }

-            // ??
-            const simulation = d3.forceSimulation(nodes)
-                .force('link', d3.forceLink(links).id(d => d.id))
-                .force('charge', d3.forceManyBody())
-                .force('center', d3.forceCenter(width / 2, height / 2))
+    this.nodeHover = (d) => {
+        data.hoverArtist = d

-            let container
-
-            function zoomed () {
-                container.attr('transform', d3.event.transform)
-            }
-
-            function nodeZoomed () {
-                // TODO
-            }
-
-            function dragStarted (d) {
-                if (!d3.event.active) {
-                    simulation.alphaTarget(0.3).restart()
-                }
-                d.fx = d.x
-                d.fy = d.y
-            }
-
-            function dragged (d) {
-                d.fx = d3.event.x
-                d.fy = d3.event.y
-            }
-
-            function dragEnded (d) {
-                if (!d3.event.active) {
-                    simulation.alphaTarget(0)
-                }
-
-                d.fx = null
-                d.fy = null
-            }
-
-            const svg = d3.select('body')
-                .append('svg')
-                .attr('width', width)
-                .attr('height', height)
-
-            svg.append('rect')
-                .attr('width', width)
-                .attr('height', height)
-                .style('pointer-events', 'all')
-                .style('fill', 'none')
-                .call(d3.zoom()
-                    .scaleExtent([1 / 3, 5])
-                    .on('zoom', zoomed))
-
-            document.body.setAttribute('style', 'background: #E7EDEB')
-            container = svg.append('g')
-
-            const link = container.append('g')
-                .attr('stroke', '#003a6b')
-                .selectAll('line')
-                .data(links)
-                .join('line')
-                .attr('stroke-opacity', rel => rel.weight / 15)
-                .attr('stroke-width', rel => Math.sqrt(rel.weight) * 0.6)
-
-            const node = container.append('g')
-                .attr('stroke', '#ffffff')
-                .attr('stroke-width', 1.5)
-                .selectAll('circle')
-                .data(nodes)
-                .join('circle')
-                .attr('r', d => getRadius(d))
-                .attr('fill', d => getColor(d))
-                .call(d3.drag()
-                    .on('start', dragStarted)
-                    .on('drag', dragged)
-                    .on('end', dragEnded))
-                .on('wheel', nodeZoomed)
-
-            node.append('title')
-                .text(d => `${d.name} ${d.id}`)
-
-            simulation.on('tick', () => {
-                link
-                    .attr('x1', d => d.source.x)
-                    .attr('y1', d => d.source.y)
-                    .attr('x2', d => d.target.x)
-                    .attr('y2', d => d.target.y)
-                node
-                    .attr('cx', d => d.x)
-                    .attr('cy', d => d.y)
-            })
-        })
-    export default {
-        name: 'hello',
-        data () {
+        let srcLinks = this.links.filter(link => link.source.id === d.id)
+        let targetLinks = this.links.filter(link => link.target.id === d.id)
+        data.hoverLinks = srcLinks.map(l => {
            return {
-                msg: 'Welcome to Your Vue.js App'
+                match: (l.weight * 100).toFixed(2) + '%',
+                other: l.target
+            }
+        }).concat(targetLinks.map(l => {
+            return {
+                match: (l.weight * 100).toFixed(2) + '%',
+                other: l.source
+            }
+        }))
+        console.log(data.hoverLinks)
+
+        this.svg.classed('hover', true)
+
+        this.link.classed('selected', link =>
+            link.source.id === d.id || link.target.id === d.id)
+
+        this.node.classed('selected', n =>
+            n.sourceLinks.has(d.id) ||
+            n.targetLinks.has(d.id))
+
+        this.label.classed('selected', n =>
+            n.sourceLinks.has(d.id) ||
+            n.targetLinks.has(d.id) ||
+            n.id === d.id)
+
+        this.node.classed('hover', n => n.id === d.id)
+    }
+
+    this.nodeOut = () => {
+        this.svg.classed('hover', false)
+        this.label.classed('selected', false)
+        this.link.classed('selected', false)
+        this.node.classed('selected', false)
+        this.node.classed('hover', false)
+    }
+
+    this.nodeDbClick = (d) => {
+        if (expandedNodes.has(d.id)) {
+            return
+        }
+
+        expandedNodes.add(d.id)
+        expandArtist(d.mbid)
+    }
+
+    this.simulation = d3.forceSimulation()
+        .force('charge', d3.forceManyBody())
+        .force('collide', d3.forceCollide()
+            .radius(50)
+            .strength(1))
+        .force('center', d3.forceCenter(width / 2, height / 2))
+
+    this.simulation.stop()
+
+    this.simulation.on('tick', () => {
+        this.link
+            .attr('x1', d => d.source.x)
+            .attr('y1', d => d.source.y)
+            .attr('x2', d => d.target.x)
+            .attr('y2', d => d.target.y)
+        this.node
+            .attr('cx', d => d.x)
+            .attr('cy', d => d.y)
+        this.label
+            .attr('x', d => d.x)
+            .attr('y', d => d.y)
+    })
+
+    /**
+     * Add nodes to the graph
+     */
+    this.addNodes = function (newNodes, relations, originId) {
+        // Update node map, ignore existing nodes
+        let nodesToAdd = []
+        newNodes.forEach(d => {
+            if (this.nodeById.has(d.id)) {
+                return
+            }
+            this.nodeById.set(d.id, d)
+
+            if (this._originSet && originId) {
+                // Set new nodes initial position
+                let centerNode = this.nodeById.get(originId)
+                centerNode.fx = centerNode.x
+                centerNode.fy = centerNode.y
+                d.x = centerNode.x
+                d.y = centerNode.y
+                setTimeout(() => {
+                    centerNode.fx = null
+                    centerNode.fy = null
+                }, 600)
+            }
+
+            nodesToAdd.push(d)
+        })
+
+        // Convert {id, id} relation to {node, node}
+        let linksToAdd = relations.map(({weight, source, target}) => ({
+            source: this.nodeById.get(source),
+            target: this.nodeById.get(target),
+            weight: weight
+        }))
+
+        // Update source/targetLinks
+        for (const {source, target} of linksToAdd) {
+            source.sourceLinks.add(target.id)
+            target.targetLinks.add(source.id)
+        }
+
+        this.nodes.push(...nodesToAdd)
+        this.links.push(...linksToAdd)
+
+        if (!this._originSet) {
+            this._setOrigin()
+            this._originSet = true
+        }
+
+        this._update()
+    }
+
+    /**
+     * Remove nodes from the graph
+     */
+    this.removeNodes = function (idsToRemove) {
+        let idSetToRemove = new Set(idsToRemove)
+
+        idsToRemove.forEach(id => {
+            // Update targetLinks
+            Array.from(this.nodeById.get(id).sourceLinks)
+                .map(srcId => this.nodeById.get(srcId))
+                .forEach(target => {
+                    target.targetLinks.delete(id)
+                })
+
+            this.nodeById.delete(id)
+        })
+
+        // Remove links
+        this.links = this.links.filter(l =>
+            !idSetToRemove.has(l.target.id) &&
+            !idSetToRemove.has(l.source.id)
+        )
+
+        // Remove nodes
+        this.nodes = this.nodes.filter(d => !idSetToRemove.has(d.id))
+
+        this._update()
+    }
+
+    this._update = function () {
+        this.simulation.nodes(this.nodes)
+        this.simulation
+            .force('link', d3.forceLink(this.links)
+                .id(d => d.id)
+                .strength(l => l.weight)
+                .distance(d => Math.min(
+                    (1.2 / d.weight) * (94 * expandedNodes.size))
+                )
+            )
+        this.simulation
+            .restart()
+
+        // Add new links
+        this.link = this.container.select('#links')
+            .selectAll('.link')
+            .data(this.links)
+        let linkEnter = this.link
+            .enter()
+            .append('line')
+            .classed('link', true)
+        this.link = linkEnter.merge(this.link)
+
+        // Add new nodes
+        this.node = this.container.select('#nodes')
+            .selectAll('.node')
+            .attr('stroke', d => nodeUtils.getColor(d))
+            .data(this.nodes)
+        let nodeEnter = this.node
+            .enter()
+            .append('circle')
+            .classed('node', true)
+            .attr('r', 35)
+            .attr('stroke', d => nodeUtils.getColor(d))
+            .call(d3.drag()
+                .on('start', this.dragStarted)
+                .on('drag', this.dragged)
+                .on('end', this.dragEnded))
+            .on('mouseover', this.nodeHover)
+            .on('mouseout', this.nodeOut)
+            .on('dblclick', this.nodeDbClick)
+        this.node = nodeEnter.merge(this.node)
+
+        // Add new labels
+        this.label = this.container.select('#labels')
+            .selectAll('.label')
+            .data(this.nodes)
+        let labelEnter = this.label
+            .enter()
+            .append('text')
+            .text(d => d.name)
+            .classed('label', true)
+        this.label = labelEnter.merge(this.label)
+    }
+
+    this.setupKeyBindings = function () {
+        document.body.onkeydown = (e) => {
+            let isPanMode = this.svg.classed('pan-mode')
+
+            if (e.key === 'q') {
+                this.svg.classed('pan-mode', !isPanMode)
+            } else if (e.key === 'Escape') {
+                this.svg.classed('pan-mode', false)
            }
        }
    }
+
+    this._setOrigin = function () {
+        // Set origin node in center
+        originNode = this.simulation.nodes().find(node => node.id === originArtist.id)
+        originNode.fx = width / 2
+        originNode.fy = height / 2
+
+        setTimeout(() => {
+            originNode.fx = null
+            originNode.fy = null
+        }, 500)
+
+        // Remember that we expanded origin node
+        expandedNodes.add(originNode.id)
+    }
+
+    this._update()
+    this.setupKeyBindings()
+}
+
+let mm = new MusicGraph()
+
+function expandArtist(mbid) {
+    d3.json('http://localhost:3030/artist/related/' + mbid)
+        .then((r) => {
+            originArtist = r.artists.find(a => a.mbid === mbid)
+
+            const nodes = r.artists.map((row) => {
+                return {
+                    id: row.id,
+                    mbid: row.mbid,
+                    name: row.name,
+                    listeners: row.listeners,
+                    type: nodeUtils.getNodeType(row.labels),
+                    sourceLinks: new Set(),
+                    targetLinks: new Set()
+                }
+            })
+
+            mm.addNodes(nodes, r.relations, originArtist.id)
+        })
+}
+
+expandArtist('66fc5bf8-daa4-4241-b378-9bc9077939d2')
+
+export default {
+    components: {ArtistInfo},
+    data() {
+        return data
+    }
+}
 </script>

-<!-- Add "scoped" attribute to limit CSS to this component only -->
-<style scoped>
-    h1, h2 {
-        font-weight: normal;
+<style>
+    svg {
+        margin-top: 3px;
+        margin-left: 3px;
+
+        -webkit-touch-callout: none;
+        -webkit-user-select: none;
+        -khtml-user-select: none;
+        -moz-user-select: none;
+        -ms-user-select: none;
+        user-select: none;
    }

-    ul {
-        list-style-type: none;
-        padding: 0;
+    /* Pan mode */
+    svg.pan-mode .node {
+        pointer-events: none;
    }

-    li {
-        display: inline-block;
-        margin: 0 10px;
+    svg.pan-mode {
+        cursor: move;
    }

-    a {
-        color: #42b983;
+    svg.pan-mode .pan-rect {
+        pointer-events: all;
+    }
+
+    svg.pan-mode {
+        box-sizing: border-box;
+        border: 5px red solid;
+    }
+
+    /* Link */
+    svg .link.selected {
+        stroke-width: 2;
+        stroke-opacity: 1;
+    }
+
+    svg .link {
+        stroke: orange;
+        pointer-events: none;
+        stroke-opacity: 0.7;
+        stroke-width: 1;
+    }
+
+    svg.hover .link:not(.selected) {
+        stroke-opacity: 0.2;
+        stroke-width: 0.1;
+    }
+
+    /* Node */
+    svg .node.selected {
+        stroke: red;
+    }
+
+    svg .node.hover {
+        stroke: red;
+    }
+
+    svg.hover .node:not(.selected):not(.hover) {
+        display: none;
+    }
+
+    svg .node {
+        fill: transparent;
+    }
+
+    /* Label */
+    svg .label {
+        text-anchor: middle;
+        pointer-events: none;
+    }
+
+    svg.hover .label:not(.selected) {
+        display: none;
+    }
+
+    body {
+        background: #E7EDEB;
    }
 </style>
--- a/ui/src/components/ImageCarousel.vue
+++ b/ui/src/components/ImageCarousel.vue
@ -0,0 +1,51 @@
+<template>
+    <div>
+        <img
+            alt=""
+            width="96"
+            height="96"
+            v-show="currentSrc === url"
+            v-bind:src="url"
+            v-bind:key="url"
+            v-for="url in sources"
+        >
+    </div>
+</template>
+
+<script>
+let data = {
+    currentSrc: '',
+    index: 0
+}
+
+export default {
+    name: 'ImageCarousel',
+    props: ['sources', 'interval'],
+    data() {
+        return data
+    },
+    mounted() {
+        setInterval(() => {
+            this.tick()
+        }, Number(this.interval))
+    },
+    watch: {
+        sources: () => {
+            data.index = 0
+        }
+    },
+    methods: {
+        tick() {
+            if (data.index === this.sources.length - 1) {
+                data.index = 0
+            }
+
+            data.index += 1
+            data.currentSrc = this.sources[data.index]
+        }
+    }
+}
+</script>
+
+<style scoped>
+</style>
--- a/ui/src/main.js
+++ b/ui/src/main.js
@ -2,7 +2,12 @@ import Vue from 'vue'
 import App from './App'
 import router from './router'

-Vue.config.productionTip = false
+import ElementUI from 'element-ui'
+import VueResource from 'vue-resource'
+import 'element-ui/lib/theme-chalk/index.css'
+
+Vue.use(ElementUI)
+Vue.use(VueResource)

 /* eslint-disable no-new */
 new Vue({
@ -10,3 +15,5 @@ new Vue({
    router,
    render: h => h(App)
 })
+
+Vue.config.productionTip = false