Redundancy Agent – Determining redundancy in several similar signals
In this tutorial we generate four signals and supply the data to a Redundancy Agent. The agent calculates the best consistent estimate taking into account the supplied uncertainties. It rejects sensor values that may be erroneous. In this presented use case the sensors directly measure the measurand.
At the start of the main module we define all important parameters. For detailed descriptions of the parameters please refer to the docstrings of the respective methods. Then we define the agents and start the network. The network and the calculated results can be monitored in a browser at the address http://127.0.0.1:8050/.
[3]:
# %load redundancy_agent_four_signals.py
import numpy as np
from agentMET4FOF.agents.metrological_base_agents import (
MetrologicalMonitorAgent,
)
from agentMET4FOF.agents.metrological_redundancy_agents import RedundancyAgent
from agentMET4FOF.agents.metrological_signal_agents import (
MetrologicalGeneratorAgent,
)
from agentMET4FOF.network import AgentNetwork
from agentMET4FOF.streams.metrological_signal_streams import (
MetrologicalMultiWaveGenerator,
)
def demonstrate_redundancy_agent_four_signals():
batch_size = 10
n_pr = batch_size
fsam = 100
intercept = 10
frequencies = [6, 10, 8, 12]
phases = [1, 2, 3, 4]
amplitudes = [0.3, 0.2, 0.5, 0.4]
exp_unc_abs = 0.2
probability_limit = 0.95
# start agent network server
agent_network: AgentNetwork = AgentNetwork(dashboard_modules=True)
# Initialize signal generating class outside of agent framework.
signal_arr = [
MetrologicalMultiWaveGenerator(
sfreq=fsam,
freq_arr=np.array([frequency]),
ampl_arr=np.array([amplitude]),
phase_ini_arr=np.array([phase]),
intercept=intercept,
value_unc=exp_unc_abs,
)
for frequency, amplitude, phase in zip(frequencies, amplitudes, phases)
]
# Data source agents.
source_agents = []
sensor_key_list = []
for count, signal in enumerate(signal_arr):
sensor_key_list += ["Sensor" + str(count + 1)]
source_agents += [
agent_network.add_agent(
name=sensor_key_list[-1], agentType=MetrologicalGeneratorAgent
)
]
source_agents[-1].init_parameters(signal=signal, batch_size=batch_size)
# Redundant data processing agent
redundancy_name1 = "RedundancyAgent1"
redundancy_agent1 = agent_network.add_agent(
name=redundancy_name1, agentType=RedundancyAgent
)
redundancy_agent1.init_parameters(
sensor_key_list=sensor_key_list,
n_pr=n_pr,
problim=probability_limit,
calc_type="lcs",
)
# Initialize metrologically enabled plotting agent.
monitor_agent1 = agent_network.add_agent(
name="MonitorAgent_SensorValues", agentType=MetrologicalMonitorAgent
)
monitor_agent2 = agent_network.add_agent(
name="MonitorAgent_RedundantEstimate", agentType=MetrologicalMonitorAgent
)
# Bind agents.
for source_agent in source_agents:
source_agent.bind_output(monitor_agent1)
source_agent.bind_output(redundancy_agent1)
redundancy_agent1.bind_output(monitor_agent2)
# Set all agents states to "Running".
agent_network.set_running_state()
# Allow for shutting down the network after execution.
return agent_network
if __name__ == "__main__":
demonstrate_redundancy_agent_four_signals()
Starting NameServer...
Broadcast server running on 0.0.0.0:9091
NS running on 127.0.0.1:3333 (127.0.0.1)
URI = PYRO:Pyro.NameServer@127.0.0.1:3333
INFO [2021-07-07 14:49:18.993883] (Sensor1): INITIALIZED
INFO [2021-07-07 14:49:19.035303] (Sensor2): INITIALIZED
INFO [2021-07-07 14:49:19.072919] (Sensor3): INITIALIZED
INFO [2021-07-07 14:49:19.110387] (Sensor4): INITIALIZED
INFO [2021-07-07 14:49:19.143509] (RedundancyAgent1): INITIALIZED
/home/ludwig10/code/agentMET4FOF/agentMET4FOF/metrological_streams.py:135: UserWarning:
No uncertainty generator function specified. Setting to default (value_unc = constant, time_unc = 0).
--------------------------------------------------------------
| |
| Your agent network is starting up. Open your browser and |
| visit the agentMET4FOF dashboard on http://127.0.0.1:8050/ |
| |
--------------------------------------------------------------
INFO [2021-07-07 14:49:19.188230] (MonitorAgent_SensorValues): INITIALIZED
INFO [2021-07-07 14:49:19.220150] (MonitorAgent_RedundantEstimate): INITIALIZED
[2021-07-07 14:49:19.245339] (Sensor1): Connected output module: MonitorAgent_SensorValues
[2021-07-07 14:49:19.253119] (Sensor1): Connected output module: RedundancyAgent1
[2021-07-07 14:49:19.261596] (Sensor2): Connected output module: MonitorAgent_SensorValues
[2021-07-07 14:49:19.269916] (Sensor2): Connected output module: RedundancyAgent1
[2021-07-07 14:49:19.278184] (Sensor3): Connected output module: MonitorAgent_SensorValues
[2021-07-07 14:49:19.292819] (Sensor3): Connected output module: RedundancyAgent1
[2021-07-07 14:49:19.302562] (Sensor4): Connected output module: MonitorAgent_SensorValues
[2021-07-07 14:49:19.311015] (Sensor4): Connected output module: RedundancyAgent1
[2021-07-07 14:49:19.327098] (RedundancyAgent1): Connected output module: MonitorAgent_RedundantEstimate
SET STATE: Running
[2021-07-07 14:49:20.009515] (Sensor1): Pack time: 0.003875
[2021-07-07 14:49:20.011230] (Sensor1): Sending: [array([[ 0. , 0. , 10.05758677, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:20.013703] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5e20>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.014299] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.015177] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>]}}
[2021-07-07 14:49:20.014521] (RedundancyAgent1): Buffer: {'Sensor1': array([[ 0. , 0. , 10.05758677, 0.2 ]])}
[2021-07-07 14:49:20.015372] (MonitorAgent_SensorValues): Tproc: 0.000836
[2021-07-07 14:49:20.014668] (RedundancyAgent1): Tproc: 0.000764
[2021-07-07 14:49:20.044422] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.044547] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5e50>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.042673] (Sensor2): Pack time: 0.000218
[2021-07-07 14:49:20.045087] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>]}}
[2021-07-07 14:49:20.045181] (RedundancyAgent1): Buffer: {'Sensor1': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ]])}
[2021-07-07 14:49:20.043540] (Sensor2): Sending: [array([[0. , 0. , 9.81226671, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:20.046343] (MonitorAgent_SensorValues): Tproc: 0.001796
[2021-07-07 14:49:20.045304] (RedundancyAgent1): Tproc: 0.000627
[2021-07-07 14:49:20.078476] (Sensor3): Pack time: 0.000241
[2021-07-07 14:49:20.079205] (Sensor3): Sending: [array([[0. , 0. , 9.40049983, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:20.080191] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5f40>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.081131] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.082066] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>]}}
[2021-07-07 14:49:20.081235] (RedundancyAgent1): Buffer: {'Sensor1': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ]])}
[2021-07-07 14:49:20.082157] (MonitorAgent_SensorValues): Tproc: 0.000925
[2021-07-07 14:49:20.081328] (RedundancyAgent1): Tproc: 0.00101
[2021-07-07 14:49:20.116046] (Sensor4): Pack time: 0.000222
[2021-07-07 14:49:20.116813] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.116792] (Sensor4): Sending: [array([[0. , 0. , 9.63403863, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:20.117888] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>]}}
[2021-07-07 14:49:20.120198] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:20.121533] (RedundancyAgent1): Buffer: {'Sensor1': array([[ 0. , 0. , 10.05758677, 0.2 ]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ]])}
[2021-07-07 14:49:20.117995] (MonitorAgent_SensorValues): Tproc: 0.001085
[2021-07-07 14:49:20.121671] (RedundancyAgent1): Tproc: 0.001357
Buffer size is 1 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:21.007073] (Sensor1): Pack time: 0.005616
[2021-07-07 14:49:21.010574] (Sensor1): Sending: [array([[0.01 , 0. , 9.85659121, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:21.015850] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.01 , 0. , 9.85659121, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.015851] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.01 , 0. , 9.85659121, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.050802] (Sensor2): Pack time: 0.004355
[2021-07-07 14:49:21.078180] (Sensor3): Pack time: 0.000268
[2021-07-07 14:49:21.078841] (Sensor3): Sending: [array([[0.01 , 0. , 9.33105188, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:21.062134] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>]}}
[2021-07-07 14:49:21.030692] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ]])}
[2021-07-07 14:49:21.059748] (Sensor2): Sending: [array([[0.01 , 0. , 9.62458464, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:21.031615] (RedundancyAgent1): Tproc: 0.01496
[2021-07-07 14:49:21.066776] (MonitorAgent_SensorValues): Tproc: 0.050095
[2021-07-07 14:49:21.053804] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5e80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.068216] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.067974] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ]])}
[2021-07-07 14:49:21.075919] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>]}}
[2021-07-07 14:49:21.068204] (RedundancyAgent1): Tproc: 0.008848
[2021-07-07 14:49:21.076217] (MonitorAgent_SensorValues): Tproc: 0.003266
[2021-07-07 14:49:21.115605] (Sensor4): Pack time: 0.000165
[2021-07-07 14:49:21.081931] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5f70>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.081709] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.116036] (Sensor4): Sending: [array([[0.01 , 0. , 9.81544544, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:21.084608] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ]])}
[2021-07-07 14:49:21.085668] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>]}}
[2021-07-07 14:49:21.084815] (RedundancyAgent1): Tproc: 0.002653
[2021-07-07 14:49:21.085823] (MonitorAgent_SensorValues): Tproc: 0.003889
[2021-07-07 14:49:21.119944] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.116997] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:21.121792] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]])}
[2021-07-07 14:49:21.118684] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>]}}
Buffer size is [2021-07-07 14:49:21.121989] (RedundancyAgent1): Tproc: 0.001862
[2021-07-07 14:49:21.118792] (MonitorAgent_SensorValues): Tproc: 0.001691
2 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:22.000958] (Sensor1): Pack time: 0.000504
[2021-07-07 14:49:22.003373] (Sensor1): Sending: [array([[0.02 , 0. , 9.999462, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:22.004863] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.02 , 0. , 9.999462, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.005235] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.02 , 0. , 9.999462, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.019157] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>]}}
[2021-07-07 14:49:22.017290] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]])}
[2021-07-07 14:49:22.019977] (MonitorAgent_SensorValues): Tproc: 0.014061
[2021-07-07 14:49:22.018444] (RedundancyAgent1): Tproc: 0.01276
[2021-07-07 14:49:22.060122] (Sensor2): Pack time: 0.011586
[2021-07-07 14:49:22.082246] (Sensor3): Pack time: 0.001515
[2021-07-07 14:49:22.103090] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.052865] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5f70>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.062683] (Sensor2): Sending: [array([[0.02 , 0. , 9.85543299, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:22.086023] (Sensor3): Sending: [array([[0.02 , 0. , 9.72930289, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:22.119263] (Sensor4): Pack time: 0.000268
[2021-07-07 14:49:22.121752] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>]}}
[2021-07-07 14:49:22.116567] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]])}
[2021-07-07 14:49:22.120321] (Sensor4): Sending: [array([[ 0.02 , 0. , 10.33981753, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:22.123789] (MonitorAgent_SensorValues): Tproc: 0.019983
[2021-07-07 14:49:22.117188] (RedundancyAgent1): Tproc: 0.062733
[2021-07-07 14:49:22.128020] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.118922] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5e80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.133617] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>]}, 'Sensor4': {'data': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>]}}
Buffer size is [2021-07-07 14:49:22.125997] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'Sensor4': array([[0. , 0. , 9.63403863, 0.2 ],
[0.01 , 0. , 9.81544544, 0.2 ]])}
[2021-07-07 14:49:22.141930] (MonitorAgent_SensorValues): Tproc: 0.013113
[2021-07-07 14:49:22.130103] (RedundancyAgent1): Tproc: 0.01089
[2021-07-07 14:49:22.142661] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[ 0.02 , 0. , 10.33981753, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
3[2021-07-07 14:49:22.136847] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[ 0.02 , 0. , 10.33981753, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:22.153547] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>]}}
[2021-07-07 14:49:22.148906] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]])}
, which is less than [2021-07-07 14:49:22.153718] (MonitorAgent_SensorValues): Tproc: 0.006877
10[2021-07-07 14:49:22.149517] (RedundancyAgent1): Tproc: 0.012471
.
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:23.001249] (Sensor1): Pack time: 0.000518
[2021-07-07 14:49:23.003768] (Sensor1): Sending: [array([[ 0.03 , 0. , 10.08057762, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:23.004714] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[ 0.03 , 0. , 10.08057762, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.004796] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[ 0.03 , 0. , 10.08057762, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.024964] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>]}, 'Sensor2': {'data': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>]}}
[2021-07-07 14:49:23.024965] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'Sensor2': array([[0. , 0. , 9.81226671, 0.2 ],
[0.01 , 0. , 9.62458464, 0.2 ],
[0.02 , 0. , 9.85543299, 0.2 ]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]])}
[2021-07-07 14:49:23.047632] (Sensor2): Pack time: 0.001273
[2021-07-07 14:49:23.025808] (MonitorAgent_SensorValues): Tproc: 0.020348
[2021-07-07 14:49:23.025682] (RedundancyAgent1): Tproc: 0.020082
[2021-07-07 14:49:23.061407] (Sensor2): Sending: [array([[ 0.03 , 0. , 10.09273912, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:23.078518] (Sensor3): Pack time: 0.000409
[2021-07-07 14:49:23.054290] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[ 0.03 , 0. , 10.09273912, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.090960] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[ 0.03 , 0. , 10.09273912, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5e80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.079809] (Sensor3): Sending: [array([[ 0.03 , 0. , 10.13847663, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:23.096215] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>]}, 'Sensor3': {'data': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>]}}
[2021-07-07 14:49:23.098862] (MonitorAgent_SensorValues): Tproc: 0.036086
[2021-07-07 14:49:23.100533] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.03 , 0. , 10.13847663, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.109361] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'Sensor3': array([[0. , 0. , 9.40049983, 0.2 ],
[0.01 , 0. , 9.33105188, 0.2 ],
[0.02 , 0. , 9.72930289, 0.2 ]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]])}
[2021-07-07 14:49:23.110163] (RedundancyAgent1): Tproc: 0.01711
[2021-07-07 14:49:23.112103] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>]}}
[2021-07-07 14:49:23.115326] (Sensor4): Pack time: 0.000146
[2021-07-07 14:49:23.112999] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.03 , 0. , 10.13847663, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5f70>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.115634] (MonitorAgent_SensorValues): Tproc: 0.012721
[2021-07-07 14:49:23.115816] (Sensor4): Sending: [array([[ 0.03 , 0. , 10.63988826, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:23.122295] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01]])}
[2021-07-07 14:49:23.116724] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[ 0.03 , 0. , 10.63988826, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.122456] (RedundancyAgent1): Tproc: 0.008684
[2021-07-07 14:49:23.124353] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>]}}
[2021-07-07 14:49:23.124676] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[ 0.03 , 0. , 10.63988826, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3d5ee0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:23.124532] (MonitorAgent_SensorValues): Tproc: 0.00655
[2021-07-07 14:49:23.129010] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]])}
[2021-07-07 14:49:23.129574] (RedundancyAgent1): Tproc: 0.004748
Buffer size is 4 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:24.000868] (Sensor1): Pack time: 0.000566
[2021-07-07 14:49:24.003067] (Sensor1): Sending: [array([[0.04 , 0. , 9.66887351, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:24.004152] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.04 , 0. , 9.66887351, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.005978] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.04 , 0. , 9.66887351, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.023807] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>]}}
[2021-07-07 14:49:24.031224] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]])}
[2021-07-07 14:49:24.024723] (MonitorAgent_SensorValues): Tproc: 0.018109
[2021-07-07 14:49:24.031762] (RedundancyAgent1): Tproc: 0.027094
[2021-07-07 14:49:24.053222] (Sensor2): Pack time: 0.008118
NS shut down.
[2021-07-07 14:49:24.055885] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[0.04 , 0. , 9.87107856, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.050573] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[0.04 , 0. , 9.87107856, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.055786] (Sensor2): Sending: [array([[0.04 , 0. , 9.87107856, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:24.080184] (Sensor3): Pack time: 0.000415
[2021-07-07 14:49:24.094510] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>]}}
[2021-07-07 14:49:24.081616] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]])}
[2021-07-07 14:49:24.115317] (Sensor4): Pack time: 0.000148
[2021-07-07 14:49:24.081397] (Sensor3): Sending: [array([[ 0.04 , 0. , 10.05755346, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:24.096476] (MonitorAgent_SensorValues): Tproc: 0.039947
[2021-07-07 14:49:24.082143] (RedundancyAgent1): Tproc: 0.030634
[2021-07-07 14:49:24.115746] (Sensor4): Sending: [array([[ 0.04 , 0. , 10.20797569, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:24.097377] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.04 , 0. , 10.05755346, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.086882] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.04 , 0. , 10.05755346, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.101512] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>]}}
[2021-07-07 14:49:24.094842] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01]])}
[2021-07-07 14:49:24.101812] (MonitorAgent_SensorValues): Tproc: 0.004319
[2021-07-07 14:49:24.095046] (RedundancyAgent1): Tproc: 0.007816
Buffer size is [2021-07-07 14:49:24.116662] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[ 0.04 , 0. , 10.20797569, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.121756] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[ 0.04 , 0. , 10.20797569, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:24.119812] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>]}}
[2021-07-07 14:49:24.126948] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]])}
[2021-07-07 14:49:24.119949] (MonitorAgent_SensorValues): Tproc: 0.003144
[2021-07-07 14:49:24.127060] (RedundancyAgent1): Tproc: 0.005193
5 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:25.000773] (Sensor1): Pack time: 0.000549
[2021-07-07 14:49:25.003259] (Sensor1): Sending: [array([[0.05 , 0. , 9.71880656, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:25.004381] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.05 , 0. , 9.71880656, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.004406] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.05 , 0. , 9.71880656, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.045974] (Sensor2): Pack time: 0.000723
[2021-07-07 14:49:25.027310] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>]}}
[2021-07-07 14:49:25.034306] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]])}
[2021-07-07 14:49:25.081564] (Sensor3): Pack time: 0.001522
[2021-07-07 14:49:25.048315] (Sensor2): Sending: [array([[ 0.05 , 0. , 10.09221065, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:25.028520] (MonitorAgent_SensorValues): Tproc: 0.023271
[2021-07-07 14:49:25.035852] (RedundancyAgent1): Tproc: 0.03091
[2021-07-07 14:49:25.084255] (Sensor3): Sending: [array([[ 0.05 , 0. , 10.36796753, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:25.116279] (Sensor4): Pack time: 0.000292
[2021-07-07 14:49:25.117125] (Sensor4): Sending: [array([[ 0.05 , 0. , 10.04256986, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:25.058309] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[ 0.05 , 0. , 10.09221065, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.052796] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[ 0.05 , 0. , 10.09221065, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.077909] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]])}
[2021-07-07 14:49:25.101770] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>]}}
Buffer size is [2021-07-07 14:49:25.078517] (RedundancyAgent1): Tproc: 0.025156
[2021-07-07 14:49:25.102277] (MonitorAgent_SensorValues): Tproc: 0.043267
6[2021-07-07 14:49:25.093159] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.05 , 0. , 10.36796753, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.105473] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.05 , 0. , 10.36796753, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
, which is less than 10[2021-07-07 14:49:25.118593] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]])}
[2021-07-07 14:49:25.125922] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>]}}
.[2021-07-07 14:49:25.118823] (RedundancyAgent1): Tproc: 0.025122
[2021-07-07 14:49:25.127248] (MonitorAgent_SensorValues): Tproc: 0.021354
Not enough data for redundancy agent evaluation.[2021-07-07 14:49:25.119880] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[ 0.05 , 0. , 10.04256986, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.128182] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[ 0.05 , 0. , 10.04256986, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:25.128032] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]])}
[2021-07-07 14:49:25.133657] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>]}}
[2021-07-07 14:49:25.128168] (RedundancyAgent1): Tproc: 0.008096
[2021-07-07 14:49:25.133884] (MonitorAgent_SensorValues): Tproc: 0.00555
[2021-07-07 14:49:25.998685] (Sensor1): Pack time: 0.000196
[2021-07-07 14:49:25.999185] (Sensor1): Sending: [array([[0.06 , 0. , 9.70455528, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:26.000340] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.06 , 0. , 9.70455528, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.000331] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.06 , 0. , 9.70455528, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.004294] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]])}
[2021-07-07 14:49:26.004583] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>]}}
[2021-07-07 14:49:26.004392] (RedundancyAgent1): Tproc: 0.00391
[2021-07-07 14:49:26.004709] (MonitorAgent_SensorValues): Tproc: 0.004226
[2021-07-07 14:49:26.041176] (Sensor2): Pack time: 0.000134
[2021-07-07 14:49:26.041835] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[ 0.06 , 0. , 10.17661344, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.041503] (Sensor2): Sending: [array([[ 0.06 , 0. , 10.17661344, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:26.046772] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[ 0.06 , 0. , 10.17661344, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.045984] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>]}}
[2021-07-07 14:49:26.048356] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]])}
[2021-07-07 14:49:26.046153] (MonitorAgent_SensorValues): Tproc: 0.00423
[2021-07-07 14:49:26.048471] (RedundancyAgent1): Tproc: 0.001597
[2021-07-07 14:49:26.076987] (Sensor3): Pack time: 0.00014
[2021-07-07 14:49:26.077908] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.06 , 0. , 10.48463468, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.077584] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.06 , 0. , 10.48463468, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.077343] (Sensor3): Sending: [array([[ 0.06 , 0. , 10.48463468, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:26.080354] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]])}
[2021-07-07 14:49:26.080207] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>]}}
[2021-07-07 14:49:26.080303] (MonitorAgent_SensorValues): Tproc: 0.002634
[2021-07-07 14:49:26.080417] (RedundancyAgent1): Tproc: 0.002434
[2021-07-07 14:49:26.115261] (Sensor4): Pack time: 0.000242
[2021-07-07 14:49:26.116660] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[0.06 , 0. , 9.7540184, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.116479] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[0.06 , 0. , 9.7540184, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:26.115684] (Sensor4): Sending: [array([[0.06 , 0. , 9.7540184, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:26.118065] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]])}
[2021-07-07 14:49:26.119262] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>]}}
[2021-07-07 14:49:26.119350] (MonitorAgent_SensorValues): Tproc: 0.002783
[2021-07-07 14:49:26.118130] (RedundancyAgent1): Tproc: 0.001394
Buffer size is 7 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:27.007522] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.07 , 0. , 9.64395692, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.003888] (Sensor1): Pack time: 0.000931
[2021-07-07 14:49:27.007780] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.07 , 0. , 9.64395692, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.006537] (Sensor1): Sending: [array([[0.07 , 0. , 9.64395692, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:27.064438] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>]}}
[2021-07-07 14:49:27.049495] (Sensor2): Pack time: 0.00217
[2021-07-07 14:49:27.082978] (Sensor3): Pack time: 0.000381
[2021-07-07 14:49:27.093177] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]])}
[2021-07-07 14:49:27.065373] (MonitorAgent_SensorValues): Tproc: 0.051613
[2021-07-07 14:49:27.053082] (Sensor2): Sending: [array([[ 0.07 , 0. , 10.10629053, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:27.086959] (Sensor3): Sending: [array([[ 0.07 , 0. , 10.39382334, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:27.096507] (RedundancyAgent1): Tproc: 0.088083
[2021-07-07 14:49:27.085681] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>]}}
[2021-07-07 14:49:27.097338] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[ 0.07 , 0. , 10.10629053, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.073893] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[ 0.07 , 0. , 10.10629053, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.108499] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]])}
[2021-07-07 14:49:27.085880] (MonitorAgent_SensorValues): Tproc: 0.011452
[2021-07-07 14:49:27.108738] (RedundancyAgent1): Tproc: 0.011242
[2021-07-07 14:49:27.087157] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.07 , 0. , 10.39382334, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.116905] (Sensor4): Pack time: 0.000174
[2021-07-07 14:49:27.110424] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.07 , 0. , 10.39382334, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.095596] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>]}}
[2021-07-07 14:49:27.117323] (Sensor4): Sending: [array([[0.07 , 0. , 9.5119209, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:27.113833] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01]])}
[2021-07-07 14:49:27.095824] (MonitorAgent_SensorValues): Tproc: 0.008473
[2021-07-07 14:49:27.114747] (RedundancyAgent1): Tproc: 0.004163
[2021-07-07 14:49:27.118762] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[0.07 , 0. , 9.5119209, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.118666] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[0.07 , 0. , 9.5119209, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:27.127116] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>]}}
[2021-07-07 14:49:27.122042] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]])}
[2021-07-07 14:49:27.127213] (MonitorAgent_SensorValues): Tproc: 0.00831
[2021-07-07 14:49:27.122187] (RedundancyAgent1): Tproc: 0.003364
Buffer size is 8 , which is less than 10 .
Not enough data for redundancy agent evaluation.
[2021-07-07 14:49:27.998756] (Sensor1): Pack time: 0.000271
[2021-07-07 14:49:27.999481] (Sensor1): Sending: [array([[0.08 , 0. , 9.9701676, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad47d550>]
[2021-07-07 14:49:28.000684] (RedundancyAgent1): Received: {'from': 'Sensor1', 'data': array([[0.08 , 0. , 9.9701676, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.002045] (MonitorAgent_SensorValues): Received: {'from': 'Sensor1', 'data': array([[0.08 , 0. , 9.9701676, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad459d00>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.008939] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d00>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>]}}
[2021-07-07 14:49:28.010147] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]])}
[2021-07-07 14:49:28.009079] (MonitorAgent_SensorValues): Tproc: 0.006906
[2021-07-07 14:49:28.011280] (RedundancyAgent1): Tproc: 0.010427
[2021-07-07 14:49:28.041395] (Sensor2): Pack time: 0.000193
[2021-07-07 14:49:28.042955] (MonitorAgent_SensorValues): Received: {'from': 'Sensor2', 'data': array([[ 0.08 , 0. , 10.3098588, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3f0130>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.041970] (Sensor2): Sending: [array([[ 0.08 , 0. , 10.3098588, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4806d0>]
[2021-07-07 14:49:28.044622] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d00>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0130>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>]}}
[2021-07-07 14:49:28.045903] (RedundancyAgent1): Received: {'from': 'Sensor2', 'data': array([[ 0.08 , 0. , 10.3098588, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b1c0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.048715] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]])}
[2021-07-07 14:49:28.044681] (MonitorAgent_SensorValues): Tproc: 0.001629
[2021-07-07 14:49:28.048806] (RedundancyAgent1): Tproc: 0.002818
[2021-07-07 14:49:28.076686] (Sensor3): Pack time: 0.000103
[2021-07-07 14:49:28.076910] (Sensor3): Sending: [array([[ 0.08 , 0. , 10.53250935, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad4826d0>]
[2021-07-07 14:49:28.077554] (RedundancyAgent1): Received: {'from': 'Sensor3', 'data': array([[ 0.08 , 0. , 10.53250935, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.080638] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.05325093e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]])}
[2021-07-07 14:49:28.080717] (RedundancyAgent1): Tproc: 0.003086
[2021-07-07 14:49:28.077555] (MonitorAgent_SensorValues): Received: {'from': 'Sensor3', 'data': array([[ 0.08 , 0. , 10.53250935, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3f0070>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.080644] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d00>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0130>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.05325093e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0070>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>]}}
[2021-07-07 14:49:28.080716] (MonitorAgent_SensorValues): Tproc: 0.00308
[2021-07-07 14:49:28.114989] (Sensor4): Pack time: 0.00015
[2021-07-07 14:49:28.115411] (Sensor4): Sending: [array([[0.08 , 0. , 9.83409251, 0.2 ]]), <time_series_metadata.scheme.MetaData object at 0x7fecad482700>]
[2021-07-07 14:49:28.116198] (RedundancyAgent1): Received: {'from': 'Sensor4', 'data': array([[0.08 , 0. , 9.83409251, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad46b3d0>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.116198] (MonitorAgent_SensorValues): Received: {'from': 'Sensor4', 'data': array([[0.08 , 0. , 9.83409251, 0.2 ]]), 'metadata': <time_series_metadata.scheme.MetaData object at 0x7fecad3f0040>, 'senderType': 'MetrologicalGeneratorAgent', 'channel': 'default'}
[2021-07-07 14:49:28.119805] (MonitorAgent_SensorValues): Buffer: {'Sensor1': {'data': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce6a0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea00>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8b0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cea90>, <time_series_metadata.scheme.MetaData object at 0x7fecad44fe80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce4c0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceeb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d00>]}, 'Sensor2': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce7f0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceaf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cebb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced30>, <time_series_metadata.scheme.MetaData object at 0x7fecad459c70>, <time_series_metadata.scheme.MetaData object at 0x7fecad459af0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce670>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cecd0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0130>]}, 'Sensor3': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.05325093e+01, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3cea30>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce700>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec10>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ced90>, <time_series_metadata.scheme.MetaData object at 0x7fecad459b80>, <time_series_metadata.scheme.MetaData object at 0x7fecad459970>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ce8e0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb80>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0070>]}, 'Sensor4': {'data': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.83409251e+00, 2.00000000e-01]]), 'metadata': [<time_series_metadata.scheme.MetaData object at 0x7fecad3ce730>, <time_series_metadata.scheme.MetaData object at 0x7fecad3ceb20>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cec70>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cedf0>, <time_series_metadata.scheme.MetaData object at 0x7fecad459d60>, <time_series_metadata.scheme.MetaData object at 0x7fecad459bb0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cee50>, <time_series_metadata.scheme.MetaData object at 0x7fecad3cefa0>, <time_series_metadata.scheme.MetaData object at 0x7fecad3f0040>]}}
[2021-07-07 14:49:28.119751] (RedundancyAgent1): Buffer: {'Sensor1': array([[0.00000000e+00, 0.00000000e+00, 1.00575868e+01, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.85659121e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.99946200e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00805776e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.66887351e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 9.71880656e+00, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.70455528e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.64395692e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.97016760e+00, 2.00000000e-01]]), 'Sensor2': array([[0.00000000e+00, 0.00000000e+00, 9.81226671e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.62458464e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.85543299e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.00927391e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 9.87107856e+00, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00922106e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.01766134e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.01062905e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.03098588e+01, 2.00000000e-01]]), 'Sensor3': array([[0.00000000e+00, 0.00000000e+00, 9.40049983e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.33105188e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 9.72930289e+00, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.01384766e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.00575535e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.03679675e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 1.04846347e+01, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 1.03938233e+01, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 1.05325093e+01, 2.00000000e-01]]), 'Sensor4': array([[0.00000000e+00, 0.00000000e+00, 9.63403863e+00, 2.00000000e-01],
[1.00000000e-02, 0.00000000e+00, 9.81544544e+00, 2.00000000e-01],
[2.00000000e-02, 0.00000000e+00, 1.03398175e+01, 2.00000000e-01],
[3.00000000e-02, 0.00000000e+00, 1.06398883e+01, 2.00000000e-01],
[4.00000000e-02, 0.00000000e+00, 1.02079757e+01, 2.00000000e-01],
[5.00000000e-02, 0.00000000e+00, 1.00425699e+01, 2.00000000e-01],
[6.00000000e-02, 0.00000000e+00, 9.75401840e+00, 2.00000000e-01],
[7.00000000e-02, 0.00000000e+00, 9.51192090e+00, 2.00000000e-01],
[8.00000000e-02, 0.00000000e+00, 9.83409251e+00, 2.00000000e-01]])}
[2021-07-07 14:49:28.120010] (MonitorAgent_SensorValues): Tproc: 0.003683
[2021-07-07 14:49:28.119848] (RedundancyAgent1): Tproc: 0.003522
Buffer size is 9 , which is less than 10 .
Not enough data for redundancy agent evaluation.
Buffer size is 9 , which is less than 10 .
Not enough data for redundancy agent evaluation.