Files
romm/backend/handler/metadata/igdb_handler.py
Michael Manganiello 9319081ff6 fix: Return early if IGDB finds an exact match
This improvement avoids extra IGDB API requests when a received Rom is
an exact match. It avoids up to 2 requests per Rom, when an exact match
is found.
2024-07-27 00:53:27 -03:00

907 lines
33 KiB
Python

import functools
import re
import sys
import time
from typing import Final, NotRequired
import httpx
import pydash
from config import IGDB_CLIENT_ID, IGDB_CLIENT_SECRET
from fastapi import HTTPException, status
from handler.redis_handler import sync_cache
from logger.logger import log
from typing_extensions import TypedDict
from unidecode import unidecode as uc
from utils.context import ctx_httpx_client
from .base_hander import (
PS2_OPL_REGEX,
SONY_SERIAL_REGEX,
SWITCH_PRODUCT_ID_REGEX,
SWITCH_TITLEDB_REGEX,
MetadataHandler,
)
# Used to display the IGDB API status in the frontend
IGDB_API_ENABLED: Final = bool(IGDB_CLIENT_ID) and bool(IGDB_CLIENT_SECRET)
MAIN_GAME_CATEGORY: Final = 0
EXPANDED_GAME_CATEGORY: Final = 10
N_SCREENSHOTS: Final = 5
PS1_IGDB_ID: Final = 7
PS2_IGDB_ID: Final = 8
PSP_IGDB_ID: Final = 38
SWITCH_IGDB_ID: Final = 130
ARCADE_IGDB_IDS: Final = [52, 79, 80]
class IGDBPlatform(TypedDict):
slug: str
igdb_id: int | None
name: NotRequired[str]
class IGDBMetadataPlatform(TypedDict):
igdb_id: int
name: str
class IGDBRelatedGame(TypedDict):
id: int
name: str
slug: str
type: str
cover_url: str
class IGDBMetadata(TypedDict):
total_rating: str
aggregated_rating: str
first_release_date: int | None
genres: list[str]
franchises: list[str]
alternative_names: list[str]
collections: list[str]
companies: list[str]
game_modes: list[str]
platforms: list[IGDBMetadataPlatform]
expansions: list[IGDBRelatedGame]
dlcs: list[IGDBRelatedGame]
remasters: list[IGDBRelatedGame]
remakes: list[IGDBRelatedGame]
expanded_games: list[IGDBRelatedGame]
ports: list[IGDBRelatedGame]
similar_games: list[IGDBRelatedGame]
class IGDBRom(TypedDict):
igdb_id: int | None
slug: NotRequired[str]
name: NotRequired[str]
summary: NotRequired[str]
url_cover: NotRequired[str]
url_screenshots: NotRequired[list[str]]
igdb_metadata: NotRequired[IGDBMetadata]
def extract_metadata_from_igdb_rom(rom: dict) -> IGDBMetadata:
return IGDBMetadata(
{
"total_rating": str(round(rom.get("total_rating", 0.0), 2)),
"aggregated_rating": str(round(rom.get("aggregated_rating", 0.0), 2)),
"first_release_date": rom.get("first_release_date", None),
"genres": pydash.map_(rom.get("genres", []), "name"),
"franchises": pydash.compact(
[rom.get("franchise.name", None)]
+ pydash.map_(rom.get("franchises", []), "name")
),
"alternative_names": pydash.map_(rom.get("alternative_names", []), "name"),
"collections": pydash.map_(rom.get("collections", []), "name"),
"game_modes": pydash.map_(rom.get("game_modes", []), "name"),
"companies": pydash.map_(rom.get("involved_companies", []), "company.name"),
"platforms": [
IGDBMetadataPlatform(igdb_id=p.get("id", ""), name=p.get("name", ""))
for p in rom.get("platforms", [])
],
"expansions": [
IGDBRelatedGame(
id=e["id"],
slug=e["slug"],
name=e["name"],
cover_url=pydash.get(e, "cover.url", ""),
type="expansion",
)
for e in rom.get("expansions", [])
],
"dlcs": [
IGDBRelatedGame(
id=d["id"],
slug=d["slug"],
name=d["name"],
cover_url=pydash.get(d, "cover.url", ""),
type="dlc",
)
for d in rom.get("dlcs", [])
],
"remasters": [
IGDBRelatedGame(
id=r["id"],
slug=r["slug"],
name=r["name"],
cover_url=pydash.get(r, "cover.url", ""),
type="remaster",
)
for r in rom.get("remasters", [])
],
"remakes": [
IGDBRelatedGame(
id=r["id"],
slug=r["slug"],
name=r["name"],
cover_url=pydash.get(r, "cover.url", ""),
type="remake",
)
for r in rom.get("remakes", [])
],
"expanded_games": [
IGDBRelatedGame(
id=g["id"],
slug=g["slug"],
name=g["name"],
cover_url=pydash.get(g, "cover.url", ""),
type="expanded",
)
for g in rom.get("expanded_games", [])
],
"ports": [
IGDBRelatedGame(
id=p["id"],
slug=p["slug"],
name=p["name"],
cover_url=pydash.get(p, "cover.url", ""),
type="port",
)
for p in rom.get("ports", [])
],
"similar_games": [
IGDBRelatedGame(
id=s["id"],
slug=s["slug"],
name=s["name"],
cover_url=pydash.get(s, "cover.url", ""),
type="similar",
)
for s in rom.get("similar_games", [])
],
}
)
class IGDBBaseHandler(MetadataHandler):
def __init__(self) -> None:
self.BASE_URL = "https://api.igdb.com/v4"
self.platform_endpoint = f"{self.BASE_URL}/platforms"
self.platform_version_endpoint = f"{self.BASE_URL}/platform_versions"
self.platforms_fields = PLATFORMS_FIELDS
self.games_endpoint = f"{self.BASE_URL}/games"
self.games_fields = GAMES_FIELDS
self.search_endpoint = f"{self.BASE_URL}/search"
self.search_fields = SEARCH_FIELDS
self.pagination_limit = 200
self.twitch_auth = TwitchAuth()
self.headers = {
"Client-ID": IGDB_CLIENT_ID,
"Accept": "application/json",
}
@staticmethod
def check_twitch_token(func):
@functools.wraps(func)
async def wrapper(*args):
token = await args[0].twitch_auth.get_oauth_token()
args[0].headers["Authorization"] = f"Bearer {token}"
return await func(*args)
return wrapper
async def _request(self, url: str, data: str, timeout: int = 120) -> list:
httpx_client = ctx_httpx_client.get()
try:
res = await httpx_client.post(
url,
content=f"{data} limit {self.pagination_limit};",
headers=self.headers,
timeout=timeout,
)
res.raise_for_status()
return res.json()
except httpx.NetworkError as exc:
log.critical("Connection error: can't connect to IGDB", exc_info=True)
raise HTTPException(
status_code=status.HTTP_503_SERVICE_UNAVAILABLE,
detail="Can't connect to IGDB, check your internet connection",
) from exc
except httpx.HTTPStatusError as err:
# Retry once if the auth token is invalid
if err.response.status_code != 401:
log.error(err)
return [] # All requests to the IGDB API return a list
# Attempt to force a token refresh if the token is invalid
log.warning("Twitch token invalid: fetching a new one...")
token = await self.twitch_auth._update_twitch_token()
self.headers["Authorization"] = f"Bearer {token}"
except httpx.TimeoutException:
# Retry once the request if it times out
pass
try:
res = await httpx_client.post(
url,
content=f"{data} limit {self.pagination_limit};",
headers=self.headers,
timeout=timeout,
)
res.raise_for_status()
except httpx.HTTPError as err:
# Log the error and return an empty list if the request fails again
log.error(err)
return []
return res.json()
async def _search_rom(
self, search_term: str, platform_igdb_id: int, with_category: bool = False
) -> dict | None:
if not platform_igdb_id:
return None
search_term = uc(search_term)
category_filter: str = (
f"& (category={MAIN_GAME_CATEGORY} | category={EXPANDED_GAME_CATEGORY})"
if with_category
else ""
)
def is_exact_match(rom: dict, search_term: str) -> bool:
return (
rom["name"].lower() == search_term.lower()
or rom["slug"].lower() == search_term.lower()
or (
self._normalize_exact_match(rom["name"])
== self._normalize_exact_match(search_term)
)
)
roms = await self._request(
self.games_endpoint,
data=f'search "{search_term}"; fields {",".join(self.games_fields)}; where platforms=[{platform_igdb_id}] {category_filter};',
)
for rom in roms:
# Return early if an exact match is found.
if is_exact_match(rom, search_term):
return rom
roms_expanded = await self._request(
self.search_endpoint,
data=f'fields {",".join(self.search_fields)}; where game.platforms=[{platform_igdb_id}] & (name ~ *"{search_term}"* | alternative_name ~ *"{search_term}"*);',
)
if roms_expanded:
extra_roms = await self._request(
self.games_endpoint,
f'fields {",".join(self.games_fields)}; where id={roms_expanded[0]["game"]["id"]};',
)
for rom in extra_roms:
# Return early if an exact match is found.
if is_exact_match(rom, search_term):
return rom
roms.extend(extra_roms)
return roms[0] if roms else None
@check_twitch_token
async def get_platform(self, slug: str) -> IGDBPlatform:
if not IGDB_API_ENABLED:
return IGDBPlatform(igdb_id=None, slug=slug)
platforms = await self._request(
self.platform_endpoint,
data=f'fields {",".join(self.platforms_fields)}; where slug="{slug.lower()}";',
)
platform = pydash.get(platforms, "[0]", None)
if platform:
return IGDBPlatform(
igdb_id=platform["id"],
slug=slug,
name=platform["name"],
)
# Check if platform is a version if not found
platform_versions = await self._request(
self.platform_version_endpoint,
data=f'fields {",".join(self.platforms_fields)}; where slug="{slug.lower()}";',
)
version = pydash.get(platform_versions, "[0]", None)
if version:
return IGDBPlatform(
igdb_id=version["id"],
slug=slug,
name=version["name"],
)
return IGDBPlatform(igdb_id=None, slug=slug)
@check_twitch_token
async def get_rom(self, file_name: str, platform_igdb_id: int) -> IGDBRom:
from handler.filesystem import fs_rom_handler
if not IGDB_API_ENABLED:
return IGDBRom(igdb_id=None)
if not platform_igdb_id:
return IGDBRom(igdb_id=None)
search_term = fs_rom_handler.get_file_name_with_no_tags(file_name)
fallback_rom = IGDBRom(igdb_id=None)
# Support for PS2 OPL filename format
match = PS2_OPL_REGEX.match(file_name)
if platform_igdb_id == PS2_IGDB_ID and match:
search_term = await self._ps2_opl_format(match, search_term)
fallback_rom = IGDBRom(igdb_id=None, name=search_term)
# Support for sony serial filename format (PS, PS3, PS3)
match = SONY_SERIAL_REGEX.search(file_name, re.IGNORECASE)
if platform_igdb_id == PS1_IGDB_ID and match:
search_term = await self._ps1_serial_format(match, search_term)
fallback_rom = IGDBRom(igdb_id=None, name=search_term)
if platform_igdb_id == PS2_IGDB_ID and match:
search_term = await self._ps2_serial_format(match, search_term)
fallback_rom = IGDBRom(igdb_id=None, name=search_term)
if platform_igdb_id == PSP_IGDB_ID and match:
search_term = await self._psp_serial_format(match, search_term)
fallback_rom = IGDBRom(igdb_id=None, name=search_term)
# Support for switch titleID filename format
match = SWITCH_TITLEDB_REGEX.search(file_name)
if platform_igdb_id == SWITCH_IGDB_ID and match:
search_term, index_entry = await self._switch_titledb_format(
match, search_term
)
if index_entry:
fallback_rom = IGDBRom(
igdb_id=None,
name=index_entry["name"],
summary=index_entry.get("description", ""),
url_cover=index_entry.get("iconUrl", ""),
url_screenshots=index_entry.get("screenshots", None) or [],
)
# Support for switch productID filename format
match = SWITCH_PRODUCT_ID_REGEX.search(file_name)
if platform_igdb_id == SWITCH_IGDB_ID and match:
search_term, index_entry = await self._switch_productid_format(
match, search_term
)
if index_entry:
fallback_rom = IGDBRom(
igdb_id=None,
name=index_entry["name"],
summary=index_entry.get("description", ""),
url_cover=index_entry.get("iconUrl", ""),
url_screenshots=index_entry.get("screenshots", None) or [],
)
# Support for MAME arcade filename format
if platform_igdb_id in ARCADE_IGDB_IDS:
search_term = await self._mame_format(search_term)
fallback_rom = IGDBRom(igdb_id=None, name=search_term)
search_term = self.normalize_search_term(search_term)
rom = await self._search_rom(search_term, platform_igdb_id, with_category=True)
if not rom:
rom = await self._search_rom(search_term, platform_igdb_id)
# Split the search term since igdb struggles with colons
if not rom and ":" in search_term:
for term in search_term.split(":")[::-1]:
rom = await self._search_rom(term, platform_igdb_id)
if rom:
break
# Some MAME games have two titles split by a slash
if not rom and "/" in search_term:
for term in search_term.split("/"):
rom = await self._search_rom(term.strip(), platform_igdb_id)
if rom:
break
if not rom:
return fallback_rom
return IGDBRom(
igdb_id=rom["id"],
slug=rom["slug"],
name=rom["name"],
summary=rom.get("summary", ""),
url_cover=self._normalize_cover_url(
rom.get("cover", {}).get("url", "")
).replace("t_thumb", "t_1080p"),
url_screenshots=[
self._normalize_cover_url(s.get("url", "")).replace(
"t_thumb", "t_screenshot_huge"
)
for s in rom.get("screenshots", [])
],
igdb_metadata=extract_metadata_from_igdb_rom(rom),
)
@check_twitch_token
async def get_rom_by_id(self, igdb_id: int) -> IGDBRom:
if not IGDB_API_ENABLED:
return IGDBRom(igdb_id=None)
roms = await self._request(
self.games_endpoint,
f'fields {",".join(self.games_fields)}; where id={igdb_id};',
)
rom = pydash.get(roms, "[0]", None)
if not rom:
return IGDBRom(igdb_id=None)
return IGDBRom(
igdb_id=rom["id"],
slug=rom["slug"],
name=rom["name"],
summary=rom.get("summary", ""),
url_cover=self._normalize_cover_url(
rom.get("cover", {}).get("url", "")
).replace("t_thumb", "t_1080p"),
url_screenshots=[
self._normalize_cover_url(s.get("url", "")).replace(
"t_thumb", "t_screenshot_huge"
)
for s in rom.get("screenshots", [])
],
igdb_metadata=extract_metadata_from_igdb_rom(rom),
)
@check_twitch_token
async def get_matched_roms_by_id(self, igdb_id: int) -> list[IGDBRom]:
if not IGDB_API_ENABLED:
return []
rom = await self.get_rom_by_id(igdb_id)
return [rom] if rom["igdb_id"] else []
@check_twitch_token
async def get_matched_roms_by_name(
self, search_term: str, platform_igdb_id: int
) -> list[IGDBRom]:
if not IGDB_API_ENABLED:
return []
if not platform_igdb_id:
return []
search_term = uc(search_term)
matched_roms = await self._request(
self.games_endpoint,
data=f'search "{search_term}"; fields {",".join(self.games_fields)}; where platforms=[{platform_igdb_id}];',
)
alternative_matched_roms = await self._request(
self.search_endpoint,
data=f'fields {",".join(self.search_fields)}; where game.platforms=[{platform_igdb_id}] & (name ~ *"{search_term}"* | alternative_name ~ *"{search_term}"*);',
)
if alternative_matched_roms:
alternative_roms_ids = []
for rom in alternative_matched_roms:
alternative_roms_ids.append(
rom.get("game").get("id", "")
if "game" in rom.keys()
else rom.get("id", "")
)
id_filter = " | ".join(
list(
map(
lambda rom: (
f'id={rom.get("game").get("id", "")}'
if "game" in rom.keys()
else f'id={rom.get("id", "")}'
),
alternative_matched_roms,
)
)
)
alternative_matched_roms = await self._request(
self.games_endpoint,
f'fields {",".join(self.games_fields)}; where {id_filter};',
)
matched_roms.extend(alternative_matched_roms)
# Use a dictionary to keep track of unique ids
unique_ids: dict[str, dict[str, str]] = {}
# Use a list comprehension to filter duplicates based on the 'id' key
matched_roms = [
unique_ids.setdefault(rom["id"], rom)
for rom in matched_roms
if rom["id"] not in unique_ids
]
return [
IGDBRom( # type: ignore[misc]
{
k: v
for k, v in {
"igdb_id": rom["id"],
"slug": rom["slug"],
"name": rom["name"],
"summary": rom.get("summary", ""),
"url_cover": self._normalize_cover_url(
rom.get("cover", {})
.get("url", "")
.replace("t_thumb", "t_cover_big")
),
"url_screenshots": [
self._normalize_cover_url(s.get("url", ""))
for s in rom.get("screenshots", [])
],
"igdb_metadata": extract_metadata_from_igdb_rom(rom),
}.items()
if v
}
)
for rom in matched_roms
]
class TwitchAuth:
async def _update_twitch_token(self) -> str:
token = None
expires_in = 0
if not IGDB_API_ENABLED:
return ""
httpx_client = ctx_httpx_client.get()
try:
res = await httpx_client.post(
url="https://id.twitch.tv/oauth2/token",
params={
"client_id": IGDB_CLIENT_ID,
"client_secret": IGDB_CLIENT_SECRET,
"grant_type": "client_credentials",
},
timeout=10,
)
if res.status_code == 400:
log.critical("IGDB Error: Invalid IGDB_CLIENT_ID or IGDB_CLIENT_SECRET")
return ""
response_json = res.json()
token = response_json.get("access_token", "")
expires_in = response_json.get("expires_in", 0)
except httpx.NetworkError:
log.critical("Can't connect to IGDB, check your internet connection.")
return ""
if not token or expires_in == 0:
return ""
# Set token in redis to expire in <expires_in> seconds
sync_cache.set("romm:twitch_token", token, ex=expires_in - 10)
sync_cache.set("romm:twitch_token_expires_at", time.time() + expires_in - 10)
log.info("Twitch token fetched!")
return token
async def get_oauth_token(self) -> str:
# Use a fake token when running tests
if "pytest" in sys.modules:
return "test_token"
if not IGDB_API_ENABLED:
return ""
# Fetch the token cache
token = sync_cache.get("romm:twitch_token")
token_expires_at = sync_cache.get("romm:twitch_token_expires_at")
if not token or time.time() > float(token_expires_at or 0):
log.warning("Twitch token invalid: fetching a new one...")
return await self._update_twitch_token()
return token
PLATFORMS_FIELDS = ["id", "name"]
GAMES_FIELDS = [
"id",
"name",
"slug",
"summary",
"total_rating",
"aggregated_rating",
"first_release_date",
"artworks.url",
"cover.url",
"screenshots.url",
"platforms.id",
"platforms.name",
"alternative_names.name",
"genres.name",
"franchise.name",
"franchises.name",
"collections.name",
"game_modes.name",
"involved_companies.company.name",
"expansions.id",
"expansions.slug",
"expansions.name",
"expansions.cover.url",
"expanded_games.id",
"expanded_games.slug",
"expanded_games.name",
"expanded_games.cover.url",
"dlcs.id",
"dlcs.name",
"dlcs.slug",
"dlcs.cover.url",
"remakes.id",
"remakes.slug",
"remakes.name",
"remakes.cover.url",
"remasters.id",
"remasters.slug",
"remasters.name",
"remasters.cover.url",
"ports.id",
"ports.slug",
"ports.name",
"ports.cover.url",
"similar_games.id",
"similar_games.slug",
"similar_games.name",
"similar_games.cover.url",
]
SEARCH_FIELDS = ["game.id", "name"]
# Generated from the following code on https://www.igdb.com/platforms/:
# Array.from(document.querySelectorAll(".media-body a")).map(a => ({
# slug: a.href.split("/")[4],
# name: a.innerText
# }))
IGDB_PLATFORM_LIST = [
{"slug": "visionos", "name": "visionOS"},
{"slug": "meta-quest-3", "name": "Meta Quest 3"},
{"slug": "atari2600", "name": "Atari 2600"},
{"slug": "psvr2", "name": "PlayStation VR2"},
{"slug": "switch", "name": "Nintendo Switch"},
{"slug": "evercade", "name": "Evercade"},
{"slug": "android", "name": "Android"},
{"slug": "mac", "name": "Mac"},
{"slug": "win", "name": "PC (Microsoft Windows)"},
{"slug": "oculus-quest", "name": "Oculus Quest"},
{"slug": "playdate", "name": "Playdate"},
{"slug": "series-x", "name": "Xbox Series X"},
{"slug": "meta-quest-2", "name": "Meta Quest 2"},
{"slug": "ps5", "name": "PlayStation 5"},
{"slug": "oculus-rift", "name": "Oculus Rift"},
{"slug": "xboxone", "name": "Xbox One"},
{"slug": "leaptv", "name": "LeapTV"},
{"slug": "new-nintendo-3ds", "name": "New Nintendo 3DS"},
{"slug": "gear-vr", "name": "Gear VR"},
{"slug": "psvr", "name": "PlayStation VR"},
{"slug": "3ds", "name": "Nintendo 3DS"},
{"slug": "winphone", "name": "Windows Phone"},
{"slug": "arduboy", "name": "Arduboy"},
{"slug": "ps4--1", "name": "PlayStation 4"},
{"slug": "oculus-go", "name": "Oculus Go"},
{"slug": "psvita", "name": "PlayStation Vita"},
{"slug": "wiiu", "name": "Wii U"},
{"slug": "ouya", "name": "Ouya"},
{"slug": "wii", "name": "Wii"},
{"slug": "ps3", "name": "PlayStation 3"},
{"slug": "psp", "name": "PlayStation Portable"},
{"slug": "nintendo-dsi", "name": "Nintendo DSi"},
{
"slug": "leapster-explorer-slash-leadpad-explorer",
"name": "Leapster Explorer/LeadPad Explorer",
},
{"slug": "xbox360", "name": "Xbox 360"},
{"slug": "nds", "name": "Nintendo DS"},
{"slug": "ps2", "name": "PlayStation 2"},
{"slug": "arcade", "name": "Arcade"},
{"slug": "zeebo", "name": "Zeebo"},
{"slug": "windows-mobile", "name": "Windows Mobile"},
{"slug": "ios", "name": "iOS"},
{"slug": "mobile", "name": "Legacy Mobile Device"},
{"slug": "blu-ray-player", "name": "Blu-ray Player"},
{"slug": "hyperscan", "name": "HyperScan"},
{"slug": "gizmondo", "name": "Gizmondo"},
{"slug": "gba", "name": "Game Boy Advance"},
{"slug": "ngage", "name": "N-Gage"},
{"slug": "vsmile", "name": "V.Smile"},
{"slug": "n64", "name": "Nintendo 64"},
{"slug": "leapster", "name": "Leapster"},
{"slug": "zod", "name": "Tapwave Zodiac"},
{"slug": "wonderswan-color", "name": "WonderSwan Color"},
{"slug": "xbox", "name": "Xbox"},
{"slug": "ngc", "name": "Nintendo GameCube"},
{"slug": "wonderswan", "name": "WonderSwan"},
{"slug": "pokemon-mini", "name": "Pokémon mini"},
{"slug": "nuon", "name": "Nuon"},
{"slug": "ps", "name": "PlayStation"},
{"slug": "nintendo-64dd", "name": "Nintendo 64DD"},
{"slug": "neo-geo-pocket-color", "name": "Neo Geo Pocket Color"},
{"slug": "dvd-player", "name": "DVD Player"},
{"slug": "pocketstation", "name": "PocketStation"},
{
"slug": "visual-memory-unit-slash-visual-memory-system",
"name": "Visual Memory Unit / Visual Memory System",
},
{"slug": "blackberry", "name": "BlackBerry OS"},
{"slug": "dc", "name": "Dreamcast"},
{"slug": "gbc", "name": "Game Boy Color"},
{"slug": "gb", "name": "Game Boy"},
{"slug": "neo-geo-pocket", "name": "Neo Geo Pocket"},
{"slug": "snes", "name": "Super Nintendo Entertainment System"},
{"slug": "genesis-slash-megadrive", "name": "Sega Mega Drive/Genesis"},
{"slug": "sfam", "name": "Super Famicom"},
{"slug": "game-dot-com", "name": "Game.com"},
{"slug": "hyper-neo-geo-64", "name": "Hyper Neo Geo 64"},
{"slug": "satellaview", "name": "Satellaview"},
{"slug": "palm-os", "name": "Palm OS"},
{"slug": "apple-pippin", "name": "Apple Pippin"},
{"slug": "sega32", "name": "Sega 32X"},
{"slug": "neo-geo-cd", "name": "Neo Geo CD"},
{"slug": "virtualboy", "name": "Virtual Boy"},
{"slug": "atari-jaguar-cd", "name": "Atari Jaguar CD"},
{"slug": "saturn", "name": "Sega Saturn"},
{"slug": "casio-loopy", "name": "Casio Loopy"},
{"slug": "sega-pico", "name": "Sega Pico"},
{"slug": "r-zone", "name": "R-Zone"},
{"slug": "sms", "name": "Sega Master System/Mark III"},
{"slug": "playdia", "name": "Playdia"},
{"slug": "pc-fx", "name": "PC-FX"},
{"slug": "3do", "name": "3DO Interactive Multiplayer"},
{
"slug": "terebikko-slash-see-n-say-video-phone",
"name": "Terebikko / See 'n Say Video Phone",
},
{"slug": "jaguar", "name": "Atari Jaguar"},
{"slug": "segacd", "name": "Sega CD"},
{"slug": "nes", "name": "Nintendo Entertainment System"},
{"slug": "amiga-cd32", "name": "Amiga CD32"},
{"slug": "famicom", "name": "Family Computer"},
{"slug": "mega-duck-slash-cougar-boy", "name": "Mega Duck/Cougar Boy"},
{"slug": "amiga", "name": "Amiga"},
{
"slug": "watara-slash-quickshot-supervision",
"name": "Watara/QuickShot Supervision",
},
{"slug": "philips-cd-i", "name": "Philips CD-i"},
{"slug": "gamegear", "name": "Sega Game Gear"},
{"slug": "neogeoaes", "name": "Neo Geo AES"},
{"slug": "linux", "name": "Linux"},
{"slug": "turbografx-16-slash-pc-engine-cd", "name": "Turbografx-16/PC Engine CD"},
{"slug": "neogeomvs", "name": "Neo Geo MVS"},
{"slug": "commodore-cdtv", "name": "Commodore CDTV"},
{"slug": "lynx", "name": "Atari Lynx"},
{"slug": "gamate", "name": "Gamate"},
{"slug": "bbcmicro", "name": "BBC Microcomputer System"},
{"slug": "turbografx16--1", "name": "TurboGrafx-16/PC Engine"},
{"slug": "supergrafx", "name": "PC Engine SuperGrafx"},
{"slug": "fm-towns", "name": "FM Towns"},
{"slug": "pc-9800-series", "name": "PC-9800 Series"},
{"slug": "apple-iigs", "name": "Apple IIGS"},
{"slug": "x1", "name": "Sharp X1"},
{"slug": "sharp-x68000", "name": "Sharp X68000"},
{"slug": "acorn-archimedes", "name": "Acorn Archimedes"},
{"slug": "c64", "name": "Commodore C64/128/MAX"},
{"slug": "fds", "name": "Family Computer Disk System"},
{"slug": "dragon-32-slash-64", "name": "Dragon 32/64"},
{"slug": "acorn-electron", "name": "Acorn Electron"},
{"slug": "acpc", "name": "Amstrad CPC"},
{"slug": "atari-st", "name": "Atari ST/STE"},
{"slug": "tatung-einstein", "name": "Tatung Einstein"},
{"slug": "amstrad-pcw", "name": "Amstrad PCW"},
{"slug": "epoch-super-cassette-vision", "name": "Epoch Super Cassette Vision"},
{"slug": "atari7800", "name": "Atari 7800"},
{"slug": "hp3000", "name": "HP 3000"},
{"slug": "atari5200", "name": "Atari 5200"},
{"slug": "c16", "name": "Commodore 16"},
{"slug": "sinclair-ql", "name": "Sinclair QL"},
{"slug": "thomson-mo5", "name": "Thomson MO5"},
{"slug": "c-plus-4", "name": "Commodore Plus/4"},
{"slug": "sg1000", "name": "SG-1000"},
{"slug": "vectrex", "name": "Vectrex"},
{"slug": "sharp-mz-2200", "name": "Sharp MZ-2200"},
{"slug": "nec-pc-6000-series", "name": "NEC PC-6000 Series"},
{"slug": "msx2", "name": "MSX2"},
{"slug": "msx", "name": "MSX"},
{"slug": "colecovision", "name": "ColecoVision"},
{"slug": "intellivision", "name": "Intellivision"},
{"slug": "vic-20", "name": "Commodore VIC-20"},
{"slug": "zxs", "name": "ZX Spectrum"},
{"slug": "arcadia-2001", "name": "Arcadia 2001"},
{"slug": "fm-7", "name": "FM-7"},
{"slug": "trs-80", "name": "TRS-80"},
{"slug": "epoch-cassette-vision", "name": "Epoch Cassette Vision"},
{"slug": "dos", "name": "DOS"},
{"slug": "ti-99", "name": "Texas Instruments TI-99"},
{"slug": "sinclair-zx81", "name": "Sinclair ZX81"},
{"slug": "pc-8800-series", "name": "PC-8800 Series"},
{"slug": "microvision--1", "name": "Microvision"},
{"slug": "g-and-w", "name": "Game & Watch"},
{"slug": "atari8bit", "name": "Atari 8-bit"},
{"slug": "trs-80-color-computer", "name": "TRS-80 Color Computer"},
{
"slug": "1292-advanced-programmable-video-system",
"name": "1292 Advanced Programmable Video System",
},
{"slug": "odyssey-2-slash-videopac-g7000", "name": "Odyssey 2 / Videopac G7000"},
{"slug": "exidy-sorcerer", "name": "Exidy Sorcerer"},
{"slug": "pc-50x-family", "name": "PC-50X Family"},
{"slug": "vc-4000", "name": "VC 4000"},
{"slug": "appleii", "name": "Apple II"},
{"slug": "astrocade", "name": "Bally Astrocade"},
{"slug": "ay-3-8500", "name": "AY-3-8500"},
{"slug": "cpet", "name": "Commodore PET"},
{"slug": "fairchild-channel-f", "name": "Fairchild Channel F"},
{"slug": "ay-3-8610", "name": "AY-3-8610"},
{"slug": "ay-3-8605", "name": "AY-3-8605"},
{"slug": "ay-3-8603", "name": "AY-3-8603"},
{"slug": "ay-3-8710", "name": "AY-3-8710"},
{"slug": "ay-3-8760", "name": "AY-3-8760"},
{"slug": "ay-3-8606", "name": "AY-3-8606"},
{"slug": "ay-3-8607", "name": "AY-3-8607"},
{"slug": "sol-20", "name": "Sol-20"},
{"slug": "odyssey--1", "name": "Odyssey"},
{"slug": "plato--1", "name": "PLATO"},
{"slug": "cdccyber70", "name": "CDC Cyber 70"},
{"slug": "sdssigma7", "name": "SDS Sigma 7"},
{"slug": "pdp11", "name": "PDP-11"},
{"slug": "hp2100", "name": "HP 2100"},
{"slug": "pdp10", "name": "PDP-10"},
{
"slug": "call-a-computer",
"name": "Call-A-Computer time-shared mainframe computer system",
},
{"slug": "pdp-8--1", "name": "PDP-8"},
{"slug": "nintendo-playstation", "name": "Nintendo PlayStation"},
{"slug": "pdp1", "name": "PDP-1"},
{"slug": "donner30", "name": "Donner Model 30"},
{"slug": "edsac--1", "name": "EDSAC"},
{"slug": "nimrod", "name": "Ferranti Nimrod Computer"},
{"slug": "swancrystal", "name": "SwanCrystal"},
{"slug": "panasonic-jungle", "name": "Panasonic Jungle"},
{"slug": "handheld-electronic-lcd", "name": "Handheld Electronic LCD"},
{"slug": "intellivision-amico", "name": "Intellivision Amico"},
{"slug": "legacy-computer", "name": "Legacy Computer"},
{"slug": "panasonic-m2", "name": "Panasonic M2"},
{"slug": "browser", "name": "Web browser"},
{"slug": "ooparts", "name": "OOParts"},
{"slug": "stadia", "name": "Google Stadia"},
{"slug": "plug-and-play", "name": "Plug & Play"},
{"slug": "amazon-fire-tv", "name": "Amazon Fire TV"},
{"slug": "onlive-game-system", "name": "OnLive Game System"},
{"slug": "vc", "name": "Virtual Console"},
{"slug": "airconsole", "name": "AirConsole"},
]