File size: 5,177 Bytes
ec5c9dc cbbd239 ec5c9dc 4864217 ec5c9dc 4864217 ec5c9dc cbbd239 ec5c9dc cbbd239 ec5c9dc cbbd239 ec5c9dc e8a78f5 ec5c9dc cbbd239 4864217 ec5c9dc 4864217 ec5c9dc |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 |
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:
version: str
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():
now = datetime.now(tz=ZoneInfo("America/New_York"))
global data
wandb_runs = wandb_api.runs(
WANDB_RUN_PATH,
filters={"config.type": "validator", "created_at": {'$gt': str(now - timedelta(days=1))}},
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(
version=run.tags[1][8:],
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 updated: {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.version,
state.benchmarks + state.invalid,
state.submissions,
state.invalid,
f"{timedelta(seconds=int(state.average_benchmark_time))}" 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", "Version", "Tested", "Submissions", "Invalid", "Avg. Benchmark Time", "ETA (Eastern Time)", "ETA Remaining", "Status"],
datatype=["number", "markdown", "number", "number", "number", "number", "markdown", "markdown", "markdown"],
elem_id="state-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 States at {now.strftime('%Y-%m-%d %H:%M:%S')}")
refresh()
if __name__ == '__main__':
main()
|