AlexNijjar
commited on
Commit
β’
ec5c9dc
1
Parent(s):
c812a95
Add validator state chart
Browse files- .gitignore +160 -0
- app.py +164 -0
- requirements.txt +3 -0
.gitignore
ADDED
@@ -0,0 +1,160 @@
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app.py
ADDED
@@ -0,0 +1,164 @@
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import os
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from dataclasses import dataclass
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from datetime import datetime, timedelta
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from enum import Enum
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from time import sleep
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from zoneinfo import ZoneInfo
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import gradio as gr
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from substrateinterface import Keypair
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from wandb.apis.importers import wandb
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from wandb.apis.public import Run
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WANDB_RUN_PATH = os.environ["WANDB_RUN_PATH"]
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REFRESH_RATE = 60 * 5
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@dataclass
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class State:
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submissions: int
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benchmarks: int
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invalid: int
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average_benchmark_time: float
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# enum
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class Status(Enum):
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IN_PROGRESS = "In Progress"
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DONE = "Done"
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BROKEN = "Broken"
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def get_alt_time_text(self):
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return "β" if self == Status.BROKEN else "N/A"
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wandb_api = wandb.Api()
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demo = gr.Blocks(css=".typewriter {font-family: 'JMH Typewriter', sans-serif;}")
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data: dict[int, State] = {}
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def is_valid_run(run: Run):
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required_config_keys = ["hotkey", "uid", "contest", "signature"]
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for key in required_config_keys:
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if key not in run.config:
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return False
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uid = run.config["uid"]
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validator_hotkey = run.config["hotkey"]
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contest_name = run.config["contest"]
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signing_message = f"{uid}:{validator_hotkey}:{contest_name}"
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try:
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return Keypair(validator_hotkey).verify(signing_message, run.config["signature"])
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except Exception:
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return False
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def fetch_wandb_data():
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global data
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wandb_runs = wandb_api.runs(
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WANDB_RUN_PATH,
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filters={"config.type": "validator", "created_at": {'$gt': str(datetime.now())}},
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order="-created_at",
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)
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for run in wandb_runs:
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if not is_valid_run(run):
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return
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+
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submissions: set[int] = set()
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benchmarks: set[int] = set()
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invalid: list[int] = []
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average_benchmark_time = 0.0
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76 |
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for key, value in run.summary.items():
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78 |
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if key.startswith("_"):
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79 |
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continue
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80 |
+
|
81 |
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if key.startswith("average_benchmark_time"):
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average_benchmark_time = float(value)
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83 |
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continue
|
84 |
+
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85 |
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if key.startswith("invalid"):
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86 |
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invalid = value
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87 |
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continue
|
88 |
+
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89 |
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if key.startswith("submissions"):
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90 |
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for submission_key, submission_value in value.items():
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submissions.add(int(submission_key))
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92 |
+
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93 |
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if key.startswith("benchmarks"):
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for benchmark_key, benchmark_value in value.items():
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benchmarks.add(int(benchmark_key))
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96 |
+
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97 |
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source_validator_uid = run.config["uid"]
|
98 |
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data[source_validator_uid] = State(
|
99 |
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submissions=len(submissions),
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100 |
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benchmarks=len(benchmarks),
|
101 |
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invalid=len(invalid),
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102 |
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average_benchmark_time=average_benchmark_time
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103 |
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)
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104 |
+
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data = dict(sorted(data.items()))
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106 |
+
|
107 |
+
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108 |
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def refresh():
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109 |
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fetch_wandb_data()
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110 |
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demo.clear()
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111 |
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now = datetime.now(tz=ZoneInfo("America/New_York"))
|
112 |
+
|
113 |
+
with demo:
|
114 |
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with gr.Accordion(f"Validator States (Last update: {now.strftime('%Y-%m-%d %I:%M:%S %p')} EST)"):
|
115 |
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elements: list[tuple] = []
|
116 |
+
|
117 |
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for source_validator_uid, state in data.items():
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118 |
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status = Status.IN_PROGRESS
|
119 |
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if state.benchmarks + state.invalid == state.submissions:
|
120 |
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status = Status.DONE
|
121 |
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elif not state.submissions or (not state.average_benchmark_time and state.benchmarks):
|
122 |
+
status = Status.BROKEN
|
123 |
+
|
124 |
+
eta = int(state.average_benchmark_time * (state.submissions - (state.benchmarks + state.invalid)))
|
125 |
+
time_left = timedelta(seconds=eta)
|
126 |
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eta_date = now + time_left
|
127 |
+
eta_time = eta_date.strftime("%Y-%m-%d %I:%M:%S %p") if eta > 0 else status.get_alt_time_text()
|
128 |
+
|
129 |
+
elements.append((
|
130 |
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source_validator_uid,
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131 |
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state.benchmarks + state.invalid,
|
132 |
+
state.submissions,
|
133 |
+
state.invalid,
|
134 |
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f"{state.average_benchmark_time:.2f}s" if state.average_benchmark_time else status.get_alt_time_text(),
|
135 |
+
eta_time,
|
136 |
+
time_left if eta > 0 else status.get_alt_time_text(),
|
137 |
+
status.value,
|
138 |
+
))
|
139 |
+
|
140 |
+
gr.components.Dataframe(
|
141 |
+
elements,
|
142 |
+
headers=["UID", "Tested", "Submissions", "Invalid", "Avg. Benchmark Time", "ETA (Eastern Time)", "ETA Remaining", "Status"],
|
143 |
+
datatype=["number", "number", "number", "number", "number", "markdown", "markdown", "markdown"],
|
144 |
+
elem_id="leaderboard-table",
|
145 |
+
interactive=False,
|
146 |
+
visible=True,
|
147 |
+
)
|
148 |
+
|
149 |
+
|
150 |
+
def main():
|
151 |
+
refresh()
|
152 |
+
demo.launch(prevent_thread_lock=True)
|
153 |
+
|
154 |
+
while True:
|
155 |
+
sleep(REFRESH_RATE)
|
156 |
+
|
157 |
+
now = datetime.now(tz=ZoneInfo("America/New_York"))
|
158 |
+
print(f"Refreshing Leaderboard at {now.strftime('%Y-%m-%d %H:%M:%S')}")
|
159 |
+
|
160 |
+
refresh()
|
161 |
+
|
162 |
+
|
163 |
+
if __name__ == '__main__':
|
164 |
+
main()
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requirements.txt
ADDED
@@ -0,0 +1,3 @@
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1 |
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gradio
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2 |
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wandb
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3 |
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substrate-interface
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