|
import os |
|
from dataclasses import dataclass |
|
|
|
from substrateinterface import Keypair |
|
from wandb.apis.public import Runs, Run |
|
|
|
import wandb |
|
import gradio as gr |
|
|
|
wandb_api = wandb.Api() |
|
|
|
SOURCE_VALIDATOR_UID = int(os.environ["SOURCE_VALIDATOR_UID"]) |
|
WANDB_RUN_PATH = os.environ["WANDB_RUN_PATH"] |
|
|
|
|
|
@dataclass |
|
class LeaderboardEntry: |
|
uid: int |
|
model: str |
|
score: float |
|
hotkey: str |
|
previous_day_winner: bool |
|
rank: int |
|
|
|
|
|
def is_valid_run(run: Run): |
|
required_config_keys = ["hotkey", "uid", "contest", "signature"] |
|
|
|
for key in required_config_keys: |
|
if key not in run.config: |
|
return False |
|
|
|
uid = run.config["uid"] |
|
validator_hotkey = run.config["hotkey"] |
|
contest_name = run.config["contest"] |
|
|
|
signing_message = f"{uid}:{validator_hotkey}:{contest_name}" |
|
|
|
try: |
|
return Keypair(validator_hotkey).verify(signing_message, run.config["signature"]) |
|
except Exception: |
|
return False |
|
|
|
|
|
def main(): |
|
demo = gr.Blocks(css=".typewriter {font-family: 'JMH Typewriter', sans-serif;}") |
|
with demo: |
|
with gr.Accordion("Contest #1 Submission Leader: New Dream SDXL on NVIDIA RTX 4090s"): |
|
runs: Runs = wandb_api.runs( |
|
WANDB_RUN_PATH, |
|
filters={"config.type": "validator", "config.uid": SOURCE_VALIDATOR_UID}, |
|
order="-created_at", |
|
) |
|
|
|
entries: dict[int, LeaderboardEntry] = {} |
|
|
|
for run in runs: |
|
if not is_valid_run(run): |
|
continue |
|
|
|
for key, value in run.summary.items(): |
|
if key.startswith("_"): |
|
continue |
|
|
|
try: |
|
uid = int(key) |
|
|
|
entries[uid] = LeaderboardEntry( |
|
uid=uid, |
|
rank=value["rank"], |
|
model=value["model"], |
|
score=value["score"], |
|
hotkey=value["hotkey"], |
|
previous_day_winner=value["multiday_winner"], |
|
) |
|
except Exception: |
|
continue |
|
|
|
leaderboard: list[tuple] = [ |
|
(entry.uid, entry.model, entry.score, entry.hotkey, entry.previous_day_winner) |
|
for entry in sorted(entries.values(), key=lambda entry: entry.rank) |
|
] |
|
|
|
gr.components.Dataframe( |
|
value=leaderboard, |
|
headers=["Uid", "Model", "Score", "Hotkey", "Previous day winner"], |
|
datatype=["number", "markdown", "number", "markdown", "bool"], |
|
elem_id="leaderboard-table", |
|
interactive=False, |
|
visible=True, |
|
) |
|
|
|
demo.launch() |
|
|
|
|
|
main() |
|
|
