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PUBG JSON API Wrapper and Game Telemetry Visualizer

Project description

rtd pypi pyversions

Python PUBG JSON API Wrapper and (optional) playback visualizer.

Also includes basic CLI functionality for replays, leaderboards, stats, and updating assets.

Installation

To install chicken-dinner, use pip. This will install the core dependencies which provide functionality to the API wrapper and CLI.

pip install chicken-dinner

To use the playback visualizations you will need to install the library with extra dependencies for plotting (matplotlib and pillow). For this you can also use pip:

pip install chicken-dinner[visual]

To generate the animations you will also need ffmpeg installed on your machine. On Max OSX you can install ffmpeg using brew.

brew install ffmpeg

You can install ffmpeg on other systems from here.

Usage

Working with the low-level API class.

from chicken_dinner.pubgapi import PUBGCore

api_key = "your_api_key"
pubgcore = PUBGCore(api_key, "pc-na")
shroud = pubgcore.players("player_names", "shroud")
print(shroud)

# {'data': [{'type': 'player', 'id': 'account.d50f...

Working with the high-level API class.

from chicken_dinner.pubgapi import PUBG

api_key = "your_api_key"
pubg = PUBG(api_key, "pc-na")
shroud = pubg.players_from_names("shroud")[0]
shroud_season = shroud.get_current_season()
squad_fpp_stats = shroud_season.game_mode_stats("squad", "fpp")
print(squad_fpp_stats)

# {'assists': 136, 'boosts': 313, 'dbnos': 550, 'daily_kills':...

Visualizing telemetry data

from chicken_dinner.pubgapi import PUBG

api_key = "your_api_key"
pubg = PUBG(api_key, "pc-na")
shroud = pubg.players_from_names("shroud")[0]
recent_match_id = shroud.match_ids[0]
recent_match = pubg.match(recent_match_id)
recent_match_telemetry = recent_match.get_telemetry()
recent_match_telemetry.playback_animation("recent_match.html")

Recommended playback settings:

telemetry.playback_animation(
    "match.html",
    zoom=True,
    labels=True,
    label_players=[],
    highlight_winner=True,
    label_highlights=True,
    size=6,
    end_frames=60,
    use_hi_res=False,
    color_teams=True,
    interpolate=True,
    damage=True,
    interval=2,
    fps=30,
)

See the documentation for more details.

CLI

For CLI commands using the PUBG API, an API Key is required. You may provide the API key via an environment variable named PUBG_API_KEY or with the CLI option --api-key

export PUBG_API_KEY=your_pubg_api_key
chicken-dinner [command] --shard=steam ...

OR

chicken-dinner [command] --api-key=your_pubg_api_key --shard=steam ...

A shard is optional, but the default shard is steam.

Assets

To update local assets, including hi-res maps and asset dictionaries:

chicken-dinner assets

Leaderboards

Display the leaderboards for a game mode (shard default is steam):

chicken-dinner leaderboard --shard=steam solo-fpp

Player Stats

Display player stats for lifetime or the current season (shard default is steam):

# Get the lifetime stats for chocoTaco in solo-fpp
chicken-dinner stats --shard=steam --lifetime --group=solo --perspective=fpp chocoTaco

# Get the latest season stats for chocoTaco in solo-fpp
chicken-dinner stats -g solo -p fpp chocoTaco

Replays

Generate html5 replays for matches (shard default is steam):

# Generate a replay for the latest win of chocoTaco in specified path
chicken-dinner replay --latest --wins-only --size=6 --path=/path/to/my/replays chocoTaco

# Generate a replay for the latest game of chocoTaco
chicken-dinner replay -l chocoTaco

# Generate a replay for all of chocoTaco's wins in recent games
chicken-dinner replay -w chocoTaco

# Generate a replay for all of the recent games of chocoTaco
chicken-dinner replay chocoTaco

More Examples

Setup

Creating a PUBG instance.

from chicken_dinner.pubgapi import PUBG

api_key = "my_api_key"
pubg = PUBG(api_key=api_key, shard="steam")

Player Examples

Getting information for a player by their name.

# Creates a Players instance (iterable Player instances)
players = pubg.players_from_names("chocoTaco")

# Take the first Player instance from the iterable
chocotaco = players[0]

chocotaco.name
# chocoTaco

chocotaco.match_ids
# ['e0b3cb15-929f-4b42-8873-68a8f9998d2b', 'dd25cf69-77f1-4791-9b14-657e904d3534'...

chocotaco.id
# 'account.15cbf322a9bc45e88b0cd9f12ef4188e'

chocotaco.url
# 'https://api.playbattlegrounds.com/shards/steam/players/account.15cbf322a9bc45e88b0cd9f12ef4188e'

Or get the player instance from the id.

# Creates a Players instance (iterable Player instances)
players = pubg.players_from_ids("account.15cbf322a9bc45e88b0cd9f12ef4188e")

# Take the first Player instance from the iterable
chocotaco = players[0]

Get information about multiple players and matches that they participated together.

# Creates a Players instance (iterable of Player instances)
players = pubg.players_from_names(["shroud", "chocoTaco"])

players.ids
# ['account.d50fdc18fcad49c691d38466bed6f8fd', 'account.15cbf322a9bc45e88b0cd9f12ef4188e']

players.names_to_ids()
# {'shroud': 'account.d50fdc18fcad49c691d38466bed6f8fd', 'chocoTaco': 'account.15cbf322a9bc45e88b0cd9f12ef4188e'}

players.ids_to_names()
# {'account.d50fdc18fcad49c691d38466bed6f8fd': 'shroud', 'account.15cbf322a9bc45e88b0cd9f12ef4188e': 'chocoTaco'}

players.shared_matches()
# ['e0b3cb15-929f-4b42-8873-68a8f9998d2b', 'dd25cf69-77f1-4791-9b14-657e904d3534'...

shroud = players[0]
chocotaco = players[1]

Season Examples

Get an iterable of Seasons objects

seasons = pubg.seasons()

seasons.ids
# ['division.bro.official.2017-beta', 'division.bro.official.2017-pre1'...

# Get the current season
current_season = seasons.current()

Work with a Season instance

season = pubg.current_season()

season.id
# 'division.bro.official.pc-2018-04'

season.is_current()
# True

season.is_offseason()
# False

# Get a player-season for a specific player
chocotaco_season = season.get_player("account.15cbf322a9bc45e88b0cd9f12ef4188e")

Getting information about a player-season

# Using the factory instance directly
chocotaco_season = pubg.player_season("account.15cbf322a9bc45e88b0cd9f12ef4188e", "division.bro.official.pc-2018-04")

# Using a season
season = pubg.current_season()
chocotaco_season = season.get_player("account.15cbf322a9bc45e88b0cd9f12ef4188e")

# Using a player
chocotaco = pubg.players_from_names("chocoTaco")[0]
chocotaco_season = chocotaco.get_season("division.bro.official.pc-2018-04")

chocotaco_season.id
# {'player_id': 'account.15cbf322a9bc45e88b0cd9f12ef4188e', 'season_id': 'division.bro.official.pc-2018-04'}

chocotaco_season.player_id
# 'account.15cbf322a9bc45e88b0cd9f12ef4188e'

chocotaco_season.season_id
# 'division.bro.official.pc-2018-04'

chocotaco_season.match_ids("solo", "fpp")
# ['4b0c5898-7149-4bcc-8da7-df4cdc07fd80', 'b26880e5-916d-4be8-abd7-45d8dddb6df3'...

chocotaco_season.game_mode_stats("solo", "fpp")
# {'assists': 38, 'boosts': 498, 'dbnos': 0, 'daily_kills': 18, 'daily_wins': 0, 'damage_dealt': 95036.79...

Leaderboards

Leaderboards give the top 25 players for a particular game mode.

solo_fpp_leaderboard = pubg.leaderboard("solo-fpp")

solo_fpp_leaderboard.game_mode
# 'solo-fpp'

solo_fpp_leaderboard.ids
# ['account.cfb13f65d5d1452294efbe7e730f7b1c', 'account.9affa4ff8e5746bbb6a199f1a773c659'...

solo_fpp_leaderboard.names
# ['HuYa-17152571', 'Huya_15007597_LS', 'Douyu-7250640', 'Douyu-4778209', 'DouYu-1673291'...

solo_fpp_leaderboard.ids_to_names()
# {'account.f897d4a4b22f45cb8a85008039f5069e': 'HuYaTv-19488958', 'account.8ca07daf6c084dea81aacc00616fde9c': 'Breukin224'...

solo_fpp_leaderboard.names_to_ids()
# {'HuYaTv-19488958': 'account.f897d4a4b22f45cb8a85008039f5069e', 'Breukin224': 'account.8ca07daf6c084dea81aacc00616fde9c'...

# Info about a player at particular rank
solo_fpp_leaderboard.name(1)
# 'HuYa-17152571'

solo_fpp_leaderboard.id(1)
# 'account.cfb13f65d5d1452294efbe7e730f7b1c'

solo_fpp_leaderboard.stats(1)
# {'rank_points': 6344, 'wins': 82, 'games': 1591, 'win_ratio': 0.0515399128, 'average_damage': 247, 'kills': 3218...

# Get a player object for a player at rank 1
player = solo_fpp_leaderboard.get_player(1)

Samples

Get randomly sampled match ids.

samples = pubg.samples()

samples.match_ids
# ['98192d81-8700-4e28-981d-00b14dfbb3c9', '7ce51ef0-6f73-4974-9bb6-532dec58355d'...

API Status

Get the current API status

status = pubg.status()

status.id
# 'pubg-api'

# Refreshes the API status
status.refresh()

Matches

Get match information

match = pubg.match("e0b3cb15-929f-4b42-8873-68a8f9998d2b")

match.asset_id
# '44b787fd-c153-11e9-8b6c-0a586467d436'

match.created_at
# '2019-08-18T00:29:00Z'

match.duration
# 1686

match.game_mode
# 'duo-fpp'

match.id
# 'e0b3cb15-929f-4b42-8873-68a8f9998d2b'

match.is_custom
# False

match.map_id
# 'Baltic_Main'

match.map_name
# 'Erangel (Remastered)'

match.rosters_player_names
# {'9354f12b-8e79-4ca2-9465-6bdfa6b4bca9': ['Vealzor', 'Colin630'], 'c2eb2ecf-96d5-42c3-b0cb-49d734a716a6': ['KillaCon', 'FriendlyOrc']...

match.telemetry_url
# 'https://telemetry-cdn.playbattlegrounds.com/bluehole-pubg/steam/2019/08/18/00/58/44b787fd-c153-11e9-8b6c-0a586467d436-telemetry.json'

match.url
# 'https://api.playbattlegrounds.com/shards/steam/matches/e0b3cb15-929f-4b42-8873-68a8f9998d2b'

Get rosters and associated participants

# Get rosters
rosters = match.rosters

# Get single roster
roster = rosters[0]

roster.player_ids
# ['account.7046d72ec24e45a7b0282d390dea91e5', 'account.9a154840c7db4f7f88def5198b9393b6']

roster.player_names
# ['Vealzor', 'Colin630']

roster.stats
# {'rank': 44, 'team_id': 12, 'won': 'false'}

roster.won
# False

# Participant from a roster
roster_participants = roster.participants
participant = roster_participant[0]

participant.name
# 'Vealzor'

participant.player_id
# 'account.7046d72ec24e45a7b0282d390dea91e5'

participant.stats
# {'dbnos': 1, 'assists': 0, 'boosts': 0, 'damage_dealt': 113.032738...

participant.teammates_player_ids
# ['account.9a154840c7db4f7f88def5198b9393b6']

participant.teammates_player_names
# ['Colin630']

participant.won
# False

# Get Participant instances for teammates
teammates = participant.teammates

Get all Participants from Match

match_participants = match.participants

Telemetry

Get a Telemetry instance from a particular match

# Using the PUBG instance
url = 'https://telemetry-cdn.playbattlegrounds.com/bluehole-pubg/steam/2019/08/18/00/58/44b787fd-c153-11e9-8b6c-0a586467d436-telemetry.json'
telemetry = pubg.telemetry(url)

# Using a Match instance
match = pubg.match("e0b3cb15-929f-4b42-8873-68a8f9998d2b")
telemetry = match.get_telemetry()

# All available event types
telemetry.event_types()
# ['log_armor_destroy', 'log_care_package_land', 'log_care_package_spawn', 'log_game_state_periodic', 'log_heal'...

# All specific events
care_package_lands = telemetry.filter_by("log_care_package_land")

telemetry.map_id()
# 'Baltic_Main'

telemetry.map_name()
# 'Erangel (Remastered)'

telemetry.num_players()
# 100

telemetry.num_teams()
# 50

telemetry.platform
# 'pc'

# Generates an HTML5 animation with ffmpeg
telemetry.playback_animation("match.html")

# Many more functions related to positions, circles, damages. Refer to docs

Telemetry events and objects are generic class wrappers. They are constructed when the Telemetry instance is created. This makes them telemetry version-agnostic, but requires some work to inspect their contents and structure. The TelemetryEvent and TelemetryObject classes also transform the payload keys to snake_case.

TelemetryEvents are containers for event key-values and structures which contain a hierarchy of TelemetryObjects.

Telemetry Events

# Get all TelemetryEvents as a list
events = telemetry.events

# Get one of the events
event = events[0]

event.event_type
# log_match_definition

event.timestamp
# '2019-08-18T00:29:00.0807375Z'

event.to_dict()
# {'_D': '2019-08-18T00:29:00.0807375Z', '_T': 'LogMatchDefinition', 'match_id': 'match.bro.official.pc-2018-04.steam.duo-fpp.na.2019.08.18.00.e0b3cb15-929f-4b42-8873-68a8f9998d2b', 'ping_quality': 'low', 'season_state': 'progress'}

print(event.dumps())
# {
#     "_D": "2019-08-18T00:29:00.0807375Z",
#     "_T": "LogMatchDefinition",
#     "match_id": "match.bro.official.pc-2018-04.steam.duo-fpp.na.2019.08.18.00.e0b3cb15-929f-4b42-8873-68a8f9998d2b",
#     "ping_quality": "low",
#     "season_state": "progress"
# }

# Each event key can be grabbed as an attribute or key
event.ping_quality
# low

event["ping_quality"]
# low

TelemetryObjects refer to entities such as players, items, locations, vehicles, etc. Each TelemetryObject contains a reference attribute which is the key in the parent TelemetryEvent or TelemetryObject that refers to this TelemetryObject.

Telemetry Objects

# All available event types
telemetry.event_types()
# ['log_armor_destroy', 'log_care_package_land', 'log_care_package_spawn', 'log_game_state_periodic', 'log_heal'...

kill_events = telemetry.filter_by("log_player_kill")
kill = kill_events[0]

kill.keys()
# ['attack_id', 'killer', 'victim', 'assistant', 'dbno_id', 'damage_reason'...

killer = kill.killer
killer.keys()
# ['reference', 'name', 'team_id', 'health', 'location', 'ranking', 'account_id', 'is_in_blue_zone', 'is_in_red_zone', 'zone']

killer.name
# 'WigglyPotato'

victim = kill.victim
victim.keys()
# ['reference', 'name', 'team_id', 'health', 'location', 'ranking', 'account_id', 'is_in_blue_zone', 'is_in_red_zone', 'zone']

victim.name
# 'qnle'

victim.to_dict()
# {'account_id': 'account.d9c2d8dc8c03412eadfa3e59c8f3c16a', 'health': 0, 'is_in_blue_zone': False, 'is_in_red_zone': False...

for k, v in victim.items():
    print(k, v)
# reference victim
# name qnle
# team_id 43
# health 0
# location TelemetryObject location object
# ranking 0
# account_id account.d9c2d8dc8c03412eadfa3e59c8f3c16a
# is_in_blue_zone False
# is_in_red_zone False
# zone ['georgopol']

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