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oscarwang2
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bd98967
Delete app.py
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app.py
DELETED
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import streamlit as st
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import time
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from threading import Thread, Lock
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from gradio_client import Client
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from tenacity import retry, stop_after_attempt, wait_fixed, retry_if_exception_type
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import httpx
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# Initialize clients
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client1 = Client("orionai/training-data-collection_2")
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client2 = Client("orionai/training-data-collection_3")
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client3 = Client("orionai/training-data-collection")
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state = {
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"prev_count1": 0,
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"prev_count2": 0,
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"prev_count3": 0,
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"prev_total_tokens": 0,
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"total_growth_speed": 0
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}
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state_lock = Lock()
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@retry(stop=stop_after_attempt(3), wait=wait_fixed(2), retry=retry_if_exception_type(httpx.ReadTimeout))
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def get_token_count(client):
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result = client.predict(api_name="/update_token_display")
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return int(result)
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def monitor_growth():
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while True:
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try:
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curr_count1 = get_token_count(client1)
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curr_count2 = get_token_count(client2)
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curr_count3 = get_token_count(client3)
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with state_lock:
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growth_speed1 = curr_count1 - state["prev_count1"]
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growth_speed2 = curr_count2 - state["prev_count2"]
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growth_speed3 = curr_count3 - state["prev_count3"]
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total_tokens = curr_count1 + curr_count2 + curr_count3
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total_growth_speed = growth_speed1 + growth_speed2 + growth_speed3
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state["prev_count1"] = curr_count1
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state["prev_count2"] = curr_count2
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state["prev_count3"] = curr_count3
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state["prev_total_tokens"] = total_tokens
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state["total_growth_speed"] = total_growth_speed
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time.sleep(5) # Increased sleep duration
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except httpx.ReadTimeout:
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print("Timeout occurred while fetching token count.")
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except Exception as e:
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print(f"An error occurred: {e}")
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# Start the monitor thread
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monitor_thread = Thread(target=monitor_growth, daemon=True)
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monitor_thread.start()
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# Streamlit UI
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st.title("Token Count Dashboard")
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token_count_placeholder = st.empty()
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growth_speed_placeholder = st.empty()
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def update_ui():
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while True:
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with state_lock:
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token_count_placeholder.metric("Total Token Count", state["prev_total_tokens"])
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growth_speed_placeholder.metric("Total Growth Speed", state["total_growth_speed"])
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time.sleep(1)
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st.experimental_rerun()
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# Start the update UI thread
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update_thread = Thread(target=update_ui, daemon=True)
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update_thread.start()
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# Keep the app running
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try:
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while True:
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time.sleep(1)
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except KeyboardInterrupt:
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monitor_thread.join()
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update_thread.join()
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