def offload_sensor_data(sensor_data):
logger.info("Saving data to database...")
count = 0
# Connect to the database
ddb = DryadDatabase()
if ddb.connect(CUSTOM_DATABASE_NAME) == False:
logger.error("Failed to update device info")
return False
for node_data in sensor_data:
source_id = node_data['node_id']
data = node_data['data']
for sensor_data in data:
ts = sensor_data['time']
read_data = '{ "type" : "%s", "value" : %f }' % ( sensor_data["sensor"], sensor_data["reading"] )
ddb.add_data(read_data, source=source_id, timestamp=ts)
if (count % 5) == 0:
logger.info("Data saved:{0} records".format(count))
count += 1
# Disconnect from the database
ddb.disconnect()
return True
def offload_data(self):
db = DryadDatabase()
session_data = db.get_session_data()
self.logger.debug(session_data)
blk_count = 0
curr_session = 0
prev_session = 0
n_params = 13 # ideal number of parameters per data block
data_blocks = {}
offloaded_data = {}
for reading in session_data:
# Save the current session id
curr_session = reading.session_id
# Extract the data type and value from the 'content' string
data_key = reading.content.split(":")[0].strip()
data_val = reading.content.split(":")[1].strip()
data_source_id = reading.source_id
# Boolean indicator whether data key exists in a data block
key_exists = True
# Check if source id exists in current data blocks
if data_source_id in data_blocks.keys():
source_id_readings = data_blocks[data_source_id]
for i in range(len(source_id_readings)):
if data_key in source_id_readings[i].keys():
# Go to the next source id reading
continue
# If the data key is not existing on the source id readings
key_exists = False
data_blocks[data_source_id][i][data_key] = data_val
# Add block to offloaded_data if complete
if len(data_blocks[data_source_id][i]) == n_params:
if data_source_id not in offloaded_data.keys():
offloaded_data[data_source_id] = [data_blocks[data_source_id][i]]
else:
offloaded_data[data_source_id].append(data_blocks[data_source_id][i])
# Remove datum that has been offloaded
del data_blocks[data_source_id][i]
# Go to the next reading
break
if key_exists is True:
data_blocks[data_source_id].append({data_key: data_val})
# Initialize data block if source id not existing
else:
data_blocks[data_source_id] = [{data_key: data_val}]
# Add remaining data blocks to offload
for key, block in data_blocks.items():
for reading_set in block:
if len(reading_set) is not 0:
if key not in offloaded_data.keys():
offloaded_data[key] = [reading_set]
else:
offloaded_data[key].append(reading_set)
blk_count = 0
# Add offloaded data to database
for source, block in offloaded_data.items():
for reading_set in block:
# Save the block to the database
db.add_data( blk_id=blk_count,
session_id=curr_session,
source_id=source,
content=str(reading_set),
timestamp=reading.timestamp )
blk_count += 1
db.clear_session_data()
db.close_session()
return