def __init__(self,
device_name,
device_id,
metric,
subscriber_type="pika",
rabbitmq_address=None,
pipe_name=None):
if subscriber_type == "pika" and rabbitmq_address is None:
raise ValueError(
"Pika subscriber needs to have a rabbitmq address!")
if subscriber_type == "pika":
self.subscriber = PikaSubscriber(device_name=device_name,
device_id=device_id,
rabbitmq_address=rabbitmq_address,
metric_name=metric)
elif subscriber_type == "pipe":
self.subscriber = PipeSubscriber(device_name=device_name,
device_id=device_id,
metric_name=metric,
pipe_name=pipe_name)
else:
raise ValueError(
"'%s' is not a valid subscriber type. Valid types are %s." %
(subscriber_type, "pika, pipe"))
self.metric = metric
self.device_name = device_name
self.device_id = device_id
self.subscriber_type = subscriber_type
self.csv_writer = None
self.file = None
self.headers = None
def __init__(self, device_name, device_id, metric, subscriber_type="pika", rabbitmq_address=None, pipe_name=None):
if subscriber_type == "pika" and rabbitmq_address is None:
raise ValueError("Pika subscriber needs to have a rabbitmq address!")
if subscriber_type == "pika":
self.subscriber = PikaSubscriber(device_name=device_name,
device_id=device_id,
rabbitmq_address=rabbitmq_address,
metric_name=metric)
elif subscriber_type == "pipe":
self.subscriber = PipeSubscriber(device_name=device_name,
device_id=device_id,
metric_name=metric,
pipe_name=pipe_name)
else:
raise ValueError("'%s' is not a valid subscriber type. Valid types are %s." % (subscriber_type, "pika, pipe"))
self.metric = metric
self.device_name = device_name
self.device_id = device_id
self.subscriber_type = subscriber_type
self.csv_writer = None
self.file = None
self.headers = None
class FileWriterSubscriber(object):
"""
Subscribes and writes data to a file
"""
def __init__(self,
device_name,
device_id,
metric,
subscriber_type="pika",
rabbitmq_address=None,
pipe_name=None):
if subscriber_type == "pika" and rabbitmq_address is None:
raise ValueError(
"Pika subscriber needs to have a rabbitmq address!")
if subscriber_type == "pika":
self.subscriber = PikaSubscriber(device_name=device_name,
device_id=device_id,
rabbitmq_address=rabbitmq_address,
metric_name=metric)
elif subscriber_type == "pipe":
self.subscriber = PipeSubscriber(device_name=device_name,
device_id=device_id,
metric_name=metric,
pipe_name=pipe_name)
else:
raise ValueError(
"'%s' is not a valid subscriber type. Valid types are %s." %
(subscriber_type, "pika, pipe"))
self.metric = metric
self.device_name = device_name
self.device_id = device_id
self.subscriber_type = subscriber_type
self.csv_writer = None
self.file = None
self.headers = None
def get_headers(self):
"""
Generate the CSV headers for that metric.
:return: CSV headers
"""
num_channels = get_num_channels(self.device_name, self.metric)
headers = ['timestamp'
] + ['channel_%s' % i for i in xrange(num_channels)]
return headers
def init_file(self):
"""
Open file and write headers.
:return:
"""
if not os.path.exists("data"):
os.mkdir("data")
file_path = os.path.join(
"data",
"%s_%s_%s.csv" % (self.device_id, self.device_name, self.metric))
self.file = open(file_path, 'wb')
self.csv_writer = csv.writer(self.file)
self.csv_writer.writerow(self.headers)
def start(self):
"""
Consume and write data to file
:return:
"""
self.headers = self.get_headers()
self.init_file()
self.subscriber.connect()
self.subscriber.consume_messages(self.write)
def stop(self):
"""
Unsubscribe and close file
:return:
"""
self.subscriber.disconnect()
self.file.close_file()
def write(self, ch, method, properties, body):
buffer_content = json.loads(body)
for record in buffer_content:
self.csv_writer.writerow([
record.get(column_name, None) for column_name in self.headers
])
class FileWriterSubscriber(object):
"""
Subscribes and writes data to a file
"""
def __init__(self, device_name, device_id, metric, subscriber_type="pika", rabbitmq_address=None, pipe_name=None):
if subscriber_type == "pika" and rabbitmq_address is None:
raise ValueError("Pika subscriber needs to have a rabbitmq address!")
if subscriber_type == "pika":
self.subscriber = PikaSubscriber(device_name=device_name,
device_id=device_id,
rabbitmq_address=rabbitmq_address,
metric_name=metric)
elif subscriber_type == "pipe":
self.subscriber = PipeSubscriber(device_name=device_name,
device_id=device_id,
metric_name=metric,
pipe_name=pipe_name)
else:
raise ValueError("'%s' is not a valid subscriber type. Valid types are %s." % (subscriber_type, "pika, pipe"))
self.metric = metric
self.device_name = device_name
self.device_id = device_id
self.subscriber_type = subscriber_type
self.csv_writer = None
self.file = None
self.headers = None
def get_headers(self):
"""
Generate the CSV headers for that metric.
:return: CSV headers
"""
num_channels = get_num_channels(self.device_name,self.metric)
headers = ['timestamp'] + ['channel_%s' % i for i in xrange(num_channels)]
return headers
def init_file(self):
"""
Open file and write headers.
:return:
"""
if not os.path.exists("data"):
os.mkdir("data")
file_path = os.path.join("data", "%s_%s_%s.csv" % (self.device_id, self.device_name, self.metric))
self.file = open(file_path, 'wb')
self.csv_writer = csv.writer(self.file)
self.csv_writer.writerow(self.headers)
def start(self):
"""
Consume and write data to file
:return:
"""
self.headers = self.get_headers()
self.init_file()
self.subscriber.connect()
self.subscriber.consume_messages(self.write)
def stop(self):
"""
Unsubscribe and close file
:return:
"""
self.subscriber.disconnect()
self.file.close_file()
def write(self, ch, method, properties, body):
buffer_content = json.loads(body)
for record in buffer_content:
self.csv_writer.writerow([record.get(column_name, None) for column_name in self.headers])
