Add validator state chart

.gitignore

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app.py

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+import os
+from dataclasses import dataclass
+from datetime import datetime, timedelta
+from enum import Enum
+from time import sleep
+from zoneinfo import ZoneInfo
+
+import gradio as gr
+from substrateinterface import Keypair
+from wandb.apis.importers import wandb
+from wandb.apis.public import Run
+
+WANDB_RUN_PATH = os.environ["WANDB_RUN_PATH"]
+
+REFRESH_RATE = 60 * 5
+
+
+@dataclass
+class State:
+ submissions: int
+ benchmarks: int
+ invalid: int
+ average_benchmark_time: float
+
+
+# enum
+class Status(Enum):
+ IN_PROGRESS = "In Progress"
+ DONE = "Done"
+ BROKEN = "Broken"
+
+ def get_alt_time_text(self):
+ return "∞" if self == Status.BROKEN else "N/A"
+
+
+wandb_api = wandb.Api()
+demo = gr.Blocks(css=".typewriter {font-family: 'JMH Typewriter', sans-serif;}")
+data: dict[int, State] = {}
+
+
+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 fetch_wandb_data():
+ global data
+ wandb_runs = wandb_api.runs(
+ WANDB_RUN_PATH,
+ filters={"config.type": "validator", "created_at": {'$gt': str(datetime.now())}},
+ order="-created_at",
+ )
+
+ for run in wandb_runs:
+ if not is_valid_run(run):
+ return
+
+ submissions: set[int] = set()
+ benchmarks: set[int] = set()
+ invalid: list[int] = []
+ average_benchmark_time = 0.0
+
+ for key, value in run.summary.items():
+ if key.startswith("_"):
+ continue
+
+ if key.startswith("average_benchmark_time"):
+ average_benchmark_time = float(value)
+ continue
+
+ if key.startswith("invalid"):
+ invalid = value
+ continue
+
+ if key.startswith("submissions"):
+ for submission_key, submission_value in value.items():
+ submissions.add(int(submission_key))
+
+ if key.startswith("benchmarks"):
+ for benchmark_key, benchmark_value in value.items():
+ benchmarks.add(int(benchmark_key))
+
+ source_validator_uid = run.config["uid"]
+ data[source_validator_uid] = State(
+ submissions=len(submissions),
+ benchmarks=len(benchmarks),
+ invalid=len(invalid),
+ average_benchmark_time=average_benchmark_time
+ )
+
+ data = dict(sorted(data.items()))
+
+
+def refresh():
+ fetch_wandb_data()
+ demo.clear()
+ now = datetime.now(tz=ZoneInfo("America/New_York"))
+
+ with demo:
+ with gr.Accordion(f"Validator States (Last update: {now.strftime('%Y-%m-%d %I:%M:%S %p')} EST)"):
+ elements: list[tuple] = []
+
+ for source_validator_uid, state in data.items():
+ status = Status.IN_PROGRESS
+ if state.benchmarks + state.invalid == state.submissions:
+ status = Status.DONE
+ elif not state.submissions or (not state.average_benchmark_time and state.benchmarks):
+ status = Status.BROKEN
+
+ eta = int(state.average_benchmark_time * (state.submissions - (state.benchmarks + state.invalid)))
+ time_left = timedelta(seconds=eta)
+ eta_date = now + time_left
+ eta_time = eta_date.strftime("%Y-%m-%d %I:%M:%S %p") if eta > 0 else status.get_alt_time_text()
+
+ elements.append((
+ source_validator_uid,
+ state.benchmarks + state.invalid,
+ state.submissions,
+ state.invalid,
+ f"{state.average_benchmark_time:.2f}s" if state.average_benchmark_time else status.get_alt_time_text(),
+ eta_time,
+ time_left if eta > 0 else status.get_alt_time_text(),
+ status.value,
+ ))
+
+ gr.components.Dataframe(
+ elements,
+ headers=["UID", "Tested", "Submissions", "Invalid", "Avg. Benchmark Time", "ETA (Eastern Time)", "ETA Remaining", "Status"],
+ datatype=["number", "number", "number", "number", "number", "markdown", "markdown", "markdown"],
+ elem_id="leaderboard-table",
+ interactive=False,
+ visible=True,
+ )
+
+
+def main():
+ refresh()
+ demo.launch(prevent_thread_lock=True)
+
+ while True:
+ sleep(REFRESH_RATE)
+
+ now = datetime.now(tz=ZoneInfo("America/New_York"))
+ print(f"Refreshing Leaderboard at {now.strftime('%Y-%m-%d %H:%M:%S')}")
+
+ refresh()
+
+
+if __name__ == '__main__':
+ main()

requirements.txt

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+gradio
+wandb
+substrate-interface