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Update app.py
Browse files
app.py
CHANGED
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@@ -5,10 +5,22 @@ from datetime import datetime
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import time
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import csv
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import threading
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# Define the markets (cryptocurrencies to monitor)
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markets = ['DOTUSDT', 'BTCUSDT', 'ADAUSDT', 'BNBUSDT', 'SUIUSDT', 'XRPUSDT']
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-
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# Function to get price and volume data from CoinEx
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def get_crypto_price_from_coinex(symbol):
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@@ -23,58 +35,29 @@ def get_crypto_price_from_coinex(symbol):
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if 'data' in data:
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price = data['data']['ticker']['last']
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volume = data['data']['ticker']['vol']
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return [price, volume] # Return
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else:
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return ["Symbol not found", "Symbol not found"]
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except requests.exceptions.RequestException as e:
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st.error(f"Request error: {e}")
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return ["Request error", "Request error"]
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except ValueError as e:
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st.error(f"JSON decode error: {e}")
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return ["JSON decode error", "JSON decode error"]
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#
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loop_running = False
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# Check if the file exists and write the header if it doesn't
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file_exists = False
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try:
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with open(filename, 'r') as file:
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file_exists = True
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except FileNotFoundError:
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file_exists = False
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if not file_exists:
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with open(filename, 'w', newline='') as file:
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writer = csv.writer(file)
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# Write header: price and volume for all cryptos in markets list, with a timestamp
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header = []
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for market in markets:
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header.append(f'{market} Price')
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header.append(f'{market} Volume')
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header.append('Timestamp') # Add timestamp to the end
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writer.writerow(header)
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from huggingface_hub import HfApi
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import os
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HF_USERNAME = "abolfazle80" # Your Hugging Face username
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REPO_NAME = "crypto_data" # Your dataset repo
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api = HfApi()
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def upload_to_huggingface():
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"""Uploads the CSV file to Hugging Face
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try:
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api.upload_file(
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path_or_fileobj=
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path_in_repo=
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repo_id=f"{HF_USERNAME}/{REPO_NAME}",
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repo_type="dataset",
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)
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print("CSV successfully uploaded to Hugging Face.")
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except Exception as e:
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print(f"Upload failed: {e}")
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def fetch_data():
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"""Fetches crypto data, appends to CSV, and uploads to Hugging Face."""
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global loop_running
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@@ -83,53 +66,52 @@ def fetch_data():
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all_data = []
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for market in markets:
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crypto_data = get_crypto_price_from_coinex(market)
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all_data += crypto_data #
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timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S') #
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all_data.append(timestamp) # Append timestamp to
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# Append
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file_exists = os.path.isfile(
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with open(
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writer = csv.writer(file)
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if not file_exists:
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# Write header if the file
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header = [f"{m} Price" for m in markets] + [f"{m} Volume" for m in markets] + ["Timestamp"]
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writer.writerow(header)
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writer.writerow(all_data) # Append new row
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print(f"{all_data} added to CSV")
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# Upload
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upload_to_huggingface()
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time.sleep(1) # Fetch new data every second
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except Exception as e:
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loop_running = False # Stop loop if error occurs
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# Streamlit UI elements
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st.title("Live
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#
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if st.button("Start Fetching Data"):
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if not loop_running:
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loop_running = True
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# Run the fetch data function in a separate thread so it doesn't block the Streamlit UI
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threading.Thread(target=fetch_data, daemon=True).start()
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st.success("Started fetching data and saving
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else:
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st.warning("Data fetching is already running.")
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#
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if st.button("Stop Fetching Data"):
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loop_running = False
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st.success("Stopped fetching data.")
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#
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st.
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try:
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df = pd.read_csv(
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st.write(df.tail()) # Show
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except Exception as e:
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st.error(f"Error reading
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import time
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import csv
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import threading
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import os
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from huggingface_hub import HfApi
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# Hugging Face credentials
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HF_USERNAME = "abolfazle80" # Your Hugging Face username
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REPO_NAME = "crypto_data" # Your dataset repo name
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CSV_FILENAME = "USDT.csv" # File in your dataset
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# Define the markets (cryptocurrencies to monitor)
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markets = ['DOTUSDT', 'BTCUSDT', 'ADAUSDT', 'BNBUSDT', 'SUIUSDT', 'XRPUSDT']
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# Initialize Hugging Face API
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api = HfApi()
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# Flag to control fetching loop
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loop_running = False
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# Function to get price and volume data from CoinEx
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def get_crypto_price_from_coinex(symbol):
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if 'data' in data:
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price = data['data']['ticker']['last']
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volume = data['data']['ticker']['vol']
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return [price, volume] # Return as list
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else:
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return ["Symbol not found", "Symbol not found"]
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except requests.exceptions.RequestException as e:
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return ["Request error", "Request error"]
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except ValueError as e:
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return ["JSON decode error", "JSON decode error"]
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# Function to upload CSV to Hugging Face
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def upload_to_huggingface():
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"""Uploads the CSV file to the Hugging Face dataset repo."""
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try:
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api.upload_file(
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path_or_fileobj=CSV_FILENAME,
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path_in_repo=CSV_FILENAME,
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repo_id=f"{HF_USERNAME}/{REPO_NAME}",
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repo_type="dataset",
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)
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print("β
CSV successfully uploaded to Hugging Face.")
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except Exception as e:
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print(f"β Upload failed: {e}")
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# Function to fetch and save data
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def fetch_data():
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"""Fetches crypto data, appends to CSV, and uploads to Hugging Face."""
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global loop_running
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all_data = []
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for market in markets:
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crypto_data = get_crypto_price_from_coinex(market)
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all_data += crypto_data # Append price and volume
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timestamp = datetime.now().strftime('%Y-%m-%d %H:%M:%S') # Timestamp
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all_data.append(timestamp) # Append timestamp to row
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# Append data to the local CSV file
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file_exists = os.path.isfile(CSV_FILENAME)
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with open(CSV_FILENAME, "a", newline="") as file:
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writer = csv.writer(file)
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if not file_exists:
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# Write header if the file was just created
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header = [f"{m} Price" for m in markets] + [f"{m} Volume" for m in markets] + ["Timestamp"]
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writer.writerow(header)
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writer.writerow(all_data) # Append new row
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print(f"β
{all_data} added to CSV")
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# Upload updated CSV to Hugging Face
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upload_to_huggingface()
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time.sleep(1) # Fetch new data every second
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except Exception as e:
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print(f"β Error: {e}")
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loop_running = False # Stop loop if error occurs
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# Streamlit UI elements
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st.title("π Live Crypto Data Fetcher")
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# Start button
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if st.button("Start Fetching Data"):
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if not loop_running:
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loop_running = True
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threading.Thread(target=fetch_data, daemon=True).start()
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st.success("β
Started fetching data and saving to CSV.")
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else:
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st.warning("β οΈ Data fetching is already running.")
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# Stop button
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if st.button("Stop Fetching Data"):
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loop_running = False
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st.success("π Stopped fetching data.")
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# Show latest data
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st.subheader("π Latest Data from CSV:")
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try:
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df = pd.read_csv(CSV_FILENAME)
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st.write(df.tail()) # Show last few rows
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except Exception as e:
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st.error(f"β Error reading CSV: {e}")
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