##// END OF EJS Templates
Update schain parameters and add experiment_date (generator)
Update schain parameters and add experiment_date (generator)

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app.py
378 lines | 11.7 KiB | text/x-python | PythonLexer
"""
A small Test application to show how to use Flask-MQTT.
"""
import os
import time
import logging
from datetime import datetime
import random
import eventlet
import json
from json import JSONEncoder
import numpy
import base64
import h5py
try:
import requests
except:
pass
from bs4 import BeautifulSoup
from flask import Flask, render_template, jsonify, request, redirect
from flask_mqtt import Mqtt
from flask_socketio import SocketIO
from flask_bootstrap import Bootstrap
eventlet.monkey_patch()
app = Flask(__name__)
app.config['SECRET'] = 'my secret key'
app.config['TEMPLATES_AUTO_RELOAD'] = True
app.config['MQTT_BROKER_URL'] = os.environ['BROKER_URL']
app.config['MQTT_BROKER_PORT'] = 1883
app.config['MQTT_CLIENT_ID'] = 'flask_mqtt_{}'.format(int(random.random()*100))
app.config['MQTT_CLEAN_SESSION'] = True
app.config['MQTT_USERNAME'] = ''
app.config['MQTT_PASSWORD'] = ''
app.config['MQTT_KEEPALIVE'] = 5
app.config['MQTT_TLS_ENABLED'] = False
app.config['MQTT_LAST_WILL_TOPIC'] = 'sophy/error'
app.config['MQTT_LAST_WILL_MESSAGE'] = 'Bye from flask'
app.config['MQTT_LAST_WILL_QOS'] = 1
mqtt = Mqtt(app)
socketio = SocketIO(app)
bootstrap = Bootstrap(app)
MODE_STOP = 0x00
MODE_SPEED = 0x01
MODE_POSITION = 0x02
RX_AZIMUTH = 0x27
RX_ELEVATION = 0x47
TX_AZIMUTH = 0x25
TX_ELEVATION = 0x45
NONE_AXIS = 0x65
RX_FUNCTION = 0x30
TX_FUNCTION = 0x40
HEADER = 0x7e
MIN_SPEED = -180.0
MAX_SPEED = 180.0
SHRT_MIN = -32768
SHRT_MAX = 32768
USHRT_MAX = 65535
DATA_PATH = '/data'
RUNNING = False
EXPERIMENT = {'name': 'test'}
DEBUG = False
class NumpyArrayEncoder(JSONEncoder):
def default(self, obj):
if isinstance(obj, numpy.ndarray):
return obj.tolist()
return JSONEncoder.default(self, obj)
class HDF5File():
def __init__(self):
self.first = True
self.data_pos = {'az':[], 'el':[], 'saz':[], 'sel':[], 'timestamp':[]}
self.pos_ready = True
self.pos_time = 0
self.raw = {}
self.timestamp = 0
self.metadata = None
def reset(self):
self.first = True
self.data_pos = {'az':[], 'el':[], 'saz':[], 'sel':[], 'timestamp':[]}
self.pos_time = 0
self.raw = {}
self.timestamp = 0
def update(self, data):
for var in ('az', 'el', 'saz', 'sel'):
tmp = numpy.array(data[var][:99])[::4].tolist()
while len(tmp)<25:
tmp.append(numpy.nan)
self.data_pos[var].extend(tmp)
self.data_pos['timestamp'].extend(numpy.linspace(int(data['timestamp'])-1, int(data['timestamp'])-0.04, 25).tolist())
self.timestamp = int(data['timestamp'])
def write(self, data):
if self.first:
self.pos_time = int(data['timestamp'])
self.first = False
self.raw = data
self.update(data)
if self.pos_ready:
filex = "pos@%10.3f.h5" % (self.pos_time)
date_folder = datetime.fromtimestamp(self.pos_time).strftime('%Y-%m-%dT%H-00-00')
filename = os.path.join(DATA_PATH, EXPERIMENT['name'], 'position', date_folder, filex)
if not os.path.exists(os.path.dirname(filename)):
path = os.path.dirname(filename)
os.makedirs(path)
self.fpos = h5py.File(filename, 'w')
self.pos_ready = False
if datetime.fromtimestamp(self.timestamp).second == 0:
self.pos_time = self.timestamp
grp = self.fpos.create_group("Data")
dset = grp.create_dataset("azi_pos", data=numpy.array(self.data_pos['az']))
dset = grp.create_dataset("ele_pos", data=numpy.array(self.data_pos['el']))
dset = grp.create_dataset("azi_speed", data=numpy.array(self.data_pos['saz']))
dset = grp.create_dataset("ele_speed", data=numpy.array(self.data_pos['sel']))
dset = grp.create_dataset("utc", data=numpy.array(self.data_pos['timestamp']))
self.fpos.close()
self.data_pos['az'] = []
self.data_pos['el'] = []
self.data_pos['saz'] = []
self.data_pos['sel'] = []
self.data_pos['timestamp'] = []
self.pos_ready = True
if DEBUG:
date_folder = datetime.fromtimestamp(self.timestamp).strftime('%Y-%m-%dT%H-00-00')
filelog = os.path.join(DATA_PATH, EXPERIMENT['name'], 'position', date_folder, "pos@%10.3f.txt" % (self.timestamp))
f = open(filelog, 'w')
f.write(json.dumps(self.raw, cls=NumpyArrayEncoder))
f.close()
HDF = HDF5File()
def getSpeedPosition(msg_b64):
AzPosition=[]
AzSpeed=[]
ElPosition=[]
ElSpeed=[]
raw = numpy.frombuffer(base64.decodebytes(msg_b64.encode()),numpy.dtype('B'))
raw_size = len(raw)
Timestamp = (raw[raw_size-4])|(raw[raw_size-3]<<8)|(raw[raw_size-2]<<16)|(raw[raw_size-1]<<24)
# Timestamp = time.time()
counter = 0
while counter < raw_size-4:
if raw[counter]==HEADER:
if raw[counter+1]==RX_FUNCTION:
if raw[counter+2]==RX_AZIMUTH or raw[counter+2]==RX_ELEVATION:
iangle = 0.0
ispeed = 0.0
hadstuffing = 0
if (counter+hadstuffing+4<raw_size-4):
if raw[counter+hadstuffing+4]==HEADER-1:
hadstuffing+=1
iangle = int(0x70|raw[counter+hadstuffing+4]&0x0F)
else:
iangle = int(raw[counter+hadstuffing+4])
else:
logging.debug("Warning: Index out of bounds. The packet is incomplete or corrupted.")
break
if (counter+hadstuffing+5<raw_size-4):
if raw[counter+hadstuffing+5]==HEADER-1:
hadstuffing+=1
iangle = iangle + int((0x70|raw[counter+hadstuffing+5]&0x0F)<<8)
else:
iangle = iangle + int(raw[counter+hadstuffing+5]<<8)
else:
logging.debug("Warning: Index out of bounds. The packet is incomplete or corrupted.")
break
if (counter+hadstuffing+6<raw_size-4):
if raw[counter+hadstuffing+6]==HEADER-1:
hadstuffing+=1
ispeed = int(0x70|raw[counter+hadstuffing+6]&0x0F)
else:
ispeed = int(raw[counter+hadstuffing+6])
else:
logging.debug("Warning: Index out of bounds. The packet is incomplete or corrupted.")
break
if (counter+hadstuffing+7<raw_size-4):
if raw[counter+hadstuffing+7]==HEADER-1:
hadstuffing+=1
ispeed = ispeed + int((0x70|raw[counter+hadstuffing+7]&0x0F)<<8)
else:
ispeed = ispeed + int(raw[counter+hadstuffing+7]<<8)
else:
logging.debug("Warning: Index out of bounds. The packet is incomplete or corrupted.")
break
if (counter+2<raw_size-4):
if raw[counter+2]==RX_AZIMUTH:
AzPosition.append(iangle*360.0/USHRT_MAX)
AzSpeed.append(((ispeed-SHRT_MIN)*(MAX_SPEED-MIN_SPEED)/(SHRT_MAX-SHRT_MIN))+MIN_SPEED)
elif raw[counter+2]==RX_ELEVATION:
ElPosition.append(iangle*360.0/USHRT_MAX)
ElSpeed.append(((ispeed-SHRT_MIN)*(MAX_SPEED-MIN_SPEED)/(SHRT_MAX-SHRT_MIN))+MIN_SPEED)
else:
counter+=1
continue
else:
logging.debug("Warning: Index out of bounds. The packet is incomplete or corrupted.")
break
counter = counter+hadstuffing+13
else:
counter+=1
continue
else:
counter+=1
continue
else:
counter+=1
continue
az = numpy.array(AzPosition)
az[numpy.where(az>=359.8)] = 0
az = numpy.round(az, 2)
saz = numpy.array(AzSpeed)
saz[numpy.where(saz>=28)] = saz[(saz>=28)]-360
saz = numpy.round(saz, 2)
el = numpy.array(ElPosition)
el[numpy.where((190 <= el) & (el <= 360))] = el[(190 <= el) & (el<= 360)] - 360
el = numpy.round(el, 2)
sel = numpy.array(ElSpeed)
sel[numpy.where(sel>=28)] = sel[(sel>=28)]-360
sel = numpy.round(sel, 2)
return az, saz, el, sel, int(Timestamp)
@app.route('/')
def index():
global RUNNING, EXPERIMENT
running = 'Running' if RUNNING else 'Not Running'
name = '-' if EXPERIMENT['name']=='test' else EXPERIMENT['name']
return render_template('index.html', status=running, experiment_name=name)
@app.route('/start', methods=['POST'])
def start_proc():
global EXPERIMENT, RUNNING
EXPERIMENT.update(request.get_json())
RUNNING = True
path = os.path.join(DATA_PATH, EXPERIMENT['name'])
if not os.path.exists(path):
os.makedirs(path)
fo = open(os.path.join(path, 'experiment.conf'), 'w')
fo.write(json.dumps(EXPERIMENT, indent=2))
fo.close()
mqtt.publish('sophy/control', json.dumps(EXPERIMENT))
socketio.emit('mqtt_message', data={'topic':'monitor', 'status': 'Running', 'name': EXPERIMENT['name']})
return jsonify({'start': 'ok'})
@app.route('/stop')
def stop_proc():
global RUNNING, DEBUG, HDF, EXPERIMENT
RUNNING = False
DEBUG = False
HDF.reset()
socketio.emit('mqtt_message', data={'topic':'monitor', 'status': 'Not Running'})
mqtt.publish('sophy/control', json.dumps({'stop': 'ok'}))
return jsonify({'stop': 'ok'})
@app.route('/status')
def status_proc():
global RUNNING
return jsonify({'status': RUNNING})
@app.route('/run')
def run_proc():
global RUNNING, EXPERIMENT, DEBUG
if request.args.get('debug', False):
DEBUG = True
name = request.args.get('name', 'TEST')
path = os.path.join(DATA_PATH, name)
if not os.path.exists(path):
os.makedirs(path)
EXPERIMENT['name'] = name
RUNNING = True
mqtt.publish('sophy/control', json.dumps(EXPERIMENT))
socketio.emit('mqtt_message', data={'topic':'monitor', 'status': 'Running'})
return redirect('/')
@app.route('/mqtt')
def mqtt_log():
return render_template('mqtt.html')
@app.route('/acq')
def acq_log():
return render_template('acq.html')
@socketio.on('publish')
def handle_publish(json_str):
data = json.loads(json_str)
mqtt.publish(data['topic'], data['message'], data['qos'])
@socketio.on('subscribe')
def handle_subscribe(json_str):
data = json.loads(json_str)
mqtt.subscribe(data['topic'], data['qos'])
@socketio.on('unsubscribe_all')
def handle_unsubscribe_all():
mqtt.unsubscribe_all()
@mqtt.on_connect()
def handle_connect(client, userdata, flags, rc):
mqtt.subscribe(os.environ.get('SOPHY_TOPIC', 'sophy/#'))
@mqtt.on_message()
def handle_mqtt_message(client, userdata, message):
global RUNNING, HDF
payload = message.payload.decode()
data = {}
if 'pedestal' in message.topic:
az, saz, el, sel, tm = getSpeedPosition(payload)
times = numpy.linspace(tm, tm+0.9, 10)
data['az'] = az[:100][::10].tolist()
data['el'] = el[:100][::10].tolist()
data['saz'] = saz[:100][::10].tolist()
data['sel'] = sel[:100][::10].tolist()
data['timestamp'] = times.tolist()
if RUNNING:
HDF.write({'az':az.tolist(), 'el':el.tolist(), 'saz':saz.tolist(), 'sel':sel.tolist(), 'timestamp':tm})
data['payload'] = payload
data['topic'] = message.topic
data['qos'] = message.qos
socketio.emit('mqtt_message', data=data)
@mqtt.on_log()
def handle_logging(client, userdata, level, buf):
# print(level, buf)
pass
if __name__ == '__main__':
socketio.run(app, host='0.0.0.0', port=5000, use_reloader=False, debug=True)