fix things
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@ -4,7 +4,8 @@ This is an MQTT sensor to send NOAA space weather data to Home Assistant. Fetchi
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1. Create an account at <https://urs.earthdata.nasa.gov>
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1. Create an account at <https://urs.earthdata.nasa.gov>
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2. `pip install -r requirements.txt`
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2. `pip install -r requirements.txt`
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3. `sudo apt install p7zip-full`
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3. `sudo apt install p7zip-full redis-server`
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4. `sudo systemctl enable --now redis-server`
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### Google Chrome
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### Google Chrome
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@ -1,10 +1,11 @@
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import io
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import io
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import logging
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import logging
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import pickle
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import pickle
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import sys
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import time
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from datetime import datetime
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from datetime import datetime
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from typing import List
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from typing import List
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import schedule
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from PIL import Image
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from PIL import Image
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from redis import Redis
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from redis import Redis
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@ -17,30 +18,40 @@ LAT_RANGE_MAX = 90
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LON_RANGE_MIN = -180
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LON_RANGE_MIN = -180
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LON_RANGE_MAX = 180
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LON_RANGE_MAX = 180
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redis = Redis(host='localhost', port=6379, db=0)
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utc_hr = datetime.utcnow().hour
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def main():
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logging.info(f'Generating plot for hour {utc_hr}')
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redis = Redis(host='localhost', port=6379, db=0)
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ionex_data: List = pickle.loads(redis.get('tecmap_data'))
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while True:
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if ionex_data is None:
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utc_hr = datetime.utcnow().hour
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logging.critical('Redis has not been populated yet. Is cache.py running?')
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logging.info(f'Generating plot for hour {utc_hr}')
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sys.exit(1)
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for tecmap, epoch in ionex_data:
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ionex_data: List = pickle.loads(redis.get('tecmap_data'))
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if epoch.hour == utc_hr:
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while ionex_data is None:
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plt = plot_tec_map(tecmap, [float(LON_RANGE_MIN), float(LON_RANGE_MAX)], [float(LAT_RANGE_MIN), float(LAT_RANGE_MAX)])[1]
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logging.warning('Redis has not been populated yet. Is cache.py running? Sleeping 10s...')
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time.sleep(10)
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buf = io.BytesIO()
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for tecmap, epoch in ionex_data:
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plt.savefig(buf, format='png', bbox_inches='tight', pad_inches=0, dpi=110)
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if epoch.hour == utc_hr:
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plt.close()
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plt = plot_tec_map(tecmap, [float(LON_RANGE_MIN), float(LON_RANGE_MAX)], [float(LAT_RANGE_MIN), float(LAT_RANGE_MAX)], timestamp=epoch)[1]
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del plt
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buf.seek(0)
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buf = io.BytesIO()
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img = Image.open(buf)
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plt.savefig(buf, format='png', bbox_inches='tight', pad_inches=0, dpi=110)
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# img = img.resize((img.size[0], 500), Image.LANCZOS)
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plt.close()
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buf = io.BytesIO()
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del plt
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img.save(buf, format='PNG')
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redis.set('global_map', buf.getvalue())
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buf.seek(0)
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buf.close()
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img = Image.open(buf)
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buf = io.BytesIO()
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img.save(buf, format='PNG')
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redis.set('global_map', buf.getvalue())
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buf.close()
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if __name__ == '__main__':
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main()
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schedule.every().hour.at(":00").do(main)
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while True:
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schedule.run_pending()
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time.sleep(1)
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@ -32,7 +32,7 @@ def get_tecmaps(ionex: str):
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yield parse_map(tecmap), epoch
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yield parse_map(tecmap), epoch
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def plot_tec_map(tecmap, lon_range: list, lat_range: list):
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def plot_tec_map(tecmap, lon_range: list, lat_range: list, timestamp: datetime = None):
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proj = ccrs.PlateCarree()
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proj = ccrs.PlateCarree()
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f, ax = plt.subplots(1, 1, subplot_kw=dict(projection=proj))
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f, ax = plt.subplots(1, 1, subplot_kw=dict(projection=proj))
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@ -54,7 +54,8 @@ def plot_tec_map(tecmap, lon_range: list, lat_range: list):
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# Make graph pretty
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# Make graph pretty
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ax.coastlines()
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ax.coastlines()
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plt.title(datetime.now().strftime('%H:%M %d-%m-%Y'), fontsize=12, y=1.04)
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if timestamp:
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plt.title(timestamp.strftime('%H:%M %d-%m-%Y'), fontsize=12, y=1.04)
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plt.suptitle('Vertical Total Electron Count', fontsize=16, y=0.87)
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plt.suptitle('Vertical Total Electron Count', fontsize=16, y=0.87)
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divider = make_axes_locatable(ax)
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divider = make_axes_locatable(ax)
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ax_cb = divider.new_horizontal(size='5%', pad=0.1, axes_class=plt.Axes)
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ax_cb = divider.new_horizontal(size='5%', pad=0.1, axes_class=plt.Axes)
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@ -3,7 +3,6 @@ import os
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import pickle
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import pickle
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import sys
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import sys
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import time
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import time
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import traceback
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from datetime import datetime
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from datetime import datetime
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from typing import List
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from typing import List
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@ -61,27 +60,28 @@ def publish(topic: str, msg):
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def main():
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def main():
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try:
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redis = Redis(host='localhost', port=6379, db=0)
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redis = Redis(host='localhost', port=6379, db=0)
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while True:
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while True:
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utc_hr = datetime.utcnow().hour
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utc_hr = datetime.utcnow().hour
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logging.info('Fetching latest IONEX data')
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logging.info('Fetching latest IONEX data')
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logging.info(f'Using hour {utc_hr}')
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logging.info(f'Using hour {utc_hr}')
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ionex_data: List = pickle.loads(redis.get('tecmap_data'))
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avg_tec = None
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ionex_data: List = pickle.loads(redis.get('tecmap_data'))
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for tecmap, epoch in ionex_data:
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while ionex_data is None:
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parsed_dt = parse_ionex_datetime(epoch)
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logging.warning('Redis has not been populated yet. Is cache.py running? Sleeping 10s...')
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if parsed_dt.hour == utc_hr:
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time.sleep(10)
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avg_tec = np.mean(plot_tec_map(tecmap, [float(LON_RANGE_MIN), float(LON_RANGE_MAX)], [float(LAT_RANGE_MIN), float(LAT_RANGE_MAX)])[0])
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logging.info(f'Data timestamp: {parsed_dt.isoformat()}')
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avg_tec = None
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break
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for tecmap, epoch in ionex_data:
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latest = round(avg_tec, 1)
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parsed_dt = parse_ionex_datetime(epoch)
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publish('vtec', latest)
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if parsed_dt.hour == utc_hr:
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time.sleep(60)
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avg_tec = np.mean(plot_tec_map(tecmap, [float(LON_RANGE_MIN), float(LON_RANGE_MAX)], [float(LAT_RANGE_MIN), float(LAT_RANGE_MAX)])[0])
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except:
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logging.info(f'Data timestamp: {parsed_dt.isoformat()}')
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logging.critical(traceback.format_exc())
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break
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sys.exit(1)
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latest = round(avg_tec, 1)
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publish('vtec', latest)
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time.sleep(60)
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if __name__ == '__main__':
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if __name__ == '__main__':
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@ -9,3 +9,4 @@ redis==5.0.8
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async-timeout==4.0.3
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async-timeout==4.0.3
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Pillow
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Pillow
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flask==3.0.3
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flask==3.0.3
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schedule==1.2.2
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@ -11,7 +11,7 @@ redis_client = redis.Redis(host='localhost', port=6379)
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def serve_global_map():
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def serve_global_map():
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global_map_data = redis_client.get('global_map')
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global_map_data = redis_client.get('global_map')
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if global_map_data is None:
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if global_map_data is None:
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return "No global map available", 404
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return "No global map available", 400
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buf = io.BytesIO(global_map_data)
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buf = io.BytesIO(global_map_data)
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buf.seek(0)
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buf.seek(0)
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