Added edge_intelligence examples and edge_component packages along with tests. by lucifercr07 · Pull Request #2 · KohliDev/liota

lucifercr07 · 2017-07-02T10:01:53Z

Added ModelPath to conf file for the edge_intelligence_models e.g windmill_iotcc_pfa.py etc.
Removed the training files from edge_intelligence_models i.e eval-build.py and build-model.py
Added readme information to the edge_intelligence_models.
Removed file_reader_package.py from edge_component
Added comments for actuator in edge_intelligence_models e.g windmill_iotcc_pfa.py etc.
Added loadModel for the tensor_flow_edge_component.py
Added files windmill_graphite_tf.py and windmill_iotcc_tf.py to the edge_intelligence_models.
Added rule_edge_component
Added windmill_graphite_rule.py
Added packages for edge_components (sklearn_edge_component, pfa_component,
tensorflow_edge_component, rule_edge_component.py).
Example packages for each edge_component (graphite_pfa_windmill_simulated.py,
graphite_rule_thermistor_simulated.py, graphite_rule_windmill_simulated.py,
graphite_sklearn_windmill_simulated.py, graphite_tensorflow_windmill_simulated.py).
Tests for edge_components under tests folder.

KohliDev · 2017-07-03T07:47:59Z

+
+#### [EDGE_INTELLIGENCE_MODEL_PATH] ####
+
+ModelPath = "Model-Path"


Add a new line here.

I have done the change.

Added a new line to the file

KohliDev · 2017-11-02T12:56:08Z

 # Edge Intelligence Models

-Place holder for Edge intelligence models
+Saved pfa, sklearn and tensorflow models are present under the windmill-models directory.


Trained pfa ...

<PFA, SKlearn , Tensorflow link>
The generated data is using the TI sensor tag which has been used for training the windmill model.
It provides a basic example which uses TI sensor tag data to simulate a sample windmill model. The basic metrics we collect from Windmill model are:

KohliDev · 2017-11-02T12:57:07Z

@@ -0,0 +1,3 @@
+model_checkpoint_path: "model.ckpt-2000"


Trained_tf_model

KohliDev · 2017-11-02T12:58:15Z

@@ -0,0 +1,59 @@
+from __future__ import absolute_import


Remove python3 support, add the license.
Move this to example/edge_intelligence/trained_models

KohliDev · 2017-11-02T13:05:44Z

@@ -1,90 +0,0 @@
-import tensorflow as tf


Change file permission to 644

All files which are being shown outdated moved to examples/edge_intelligence/trained_models

KohliDev · 2017-11-02T13:06:03Z

@@ -0,0 +1,31 @@
+30,1


Explain the usage of all files

KohliDev · 2017-11-02T13:08:58Z

+import numpy as np
+import tensorflow as tf
+
+# Data sets


Add comments.

KohliDev · 2017-11-02T13:11:44Z

@@ -0,0 +1,20 @@
+This folder contains example files for different models: pfa, sklearn, tensorflow, rule.


PFA, RuleEdge

KohliDev · 2017-11-02T13:14:37Z

+
+# RuleEdgeComponent
+
+Rule edge component is like different edge components provided by Liota, you can define a simple rule depending on your requirement as a lambda function and the rule edge component will process the incoming metrics and give output to the actuator on the basis of the rule you have defined as lambda function.


one of the edge intelligences components.

Lambda

The result can be passed onto actuator on basis of the rule you have defined as lambda function.

KohliDev · 2017-11-02T13:17:09Z

+```
+Rule = lambda x : 0 if (rpm>=rpm_limit) else 0
+```
+Now just pass the rule to RuleEdgeComponent along with the action_actuator and exceed_limit.


Create the ruleEdge and pass it onto RuleEdgeComponent.

Action_actuator_parameter explain
exceed_limit explin
actuator_udm explain with full form

KohliDev · 2017-11-02T13:17:56Z

+```
+edge_component = RuleEdgeComponent(ModelRule,exceed_limit,actuator_udm=action_actuator)
+```
+After this just register the edge_component and start_collecting the values from sensor.


the values which will get published to RuleEdge component. Please refer the example.

KohliDev · 2017-11-02T13:19:52Z

 #### [DEFAULT] ####

-EdgeSystemName = "EdgeSystem-Name"
+EdgeSystemName = "EdgeSystem-prasha"


Remove all the parameters value

KohliDev · 2017-11-02T13:23:28Z

            name="windmill.AmbientTemperature",
            unit=ureg.degC,
-            interval=0,
+            interval=10,


Check in SensorTag before committing this code.

KohliDev · 2017-11-02T13:24:23Z

-            actuator_udm=action_actuator)
+        #Model-Path can be edited in the sampleProp.conf file
+        #pass value to actuator as of now the action_actuator prints the value on the console
+        edge_component = PFAComponent(config['ModelPath'], actuator_udm=action_actuator)


actuator_udm and mention the comment before function.

KohliDev · 2017-11-02T13:26:32Z

+import random
+
+config = {}
+execfile('../sampleProp.conf', config)


Path correct

It's correct checked.

KohliDev · 2017-11-02T13:27:35Z

+	return round(random.uniform(2.0,7.0),2)
+
+def collect_rpm_vib():
+	l = [get_rpm(), get_vibration()]


rename it two parameters mention in READMe currently tested for single metric.

KohliDev · 2017-11-02T13:27:54Z

+
+if __name__ == '__main__':
+
+	graphite = Graphite(SocketDccComms(ip=config['GraphiteIP'],port=8080))


8080 read from sampleProp.conf

KohliDev · 2017-11-02T13:42:07Z

+
+        #Model-Path can be edited in the sampleProp.conf file
+        #pass value to actuator as of now the action_actuator prints the value on the console
+        edge_component = PFAComponent(config['ModelPath'],actuator_udm=action_actuator)


Comment about PFA component.

Show one metric publishing to DCC same metric to Edge_Component

KohliDev · 2017-11-02T13:45:00Z

        )
+        #Model-Path can be edited in the sampleProp.conf file
+        #pass value to actuator as of now the action_actuator prints the value on the console
+        edge_component = SKLearnEdgeComponent(config['ModelPath'],actuator_udm=action_actuator)


Mention comment about Sklearn

KohliDev · 2017-11-02T13:49:00Z

+            sampling_function=get_rpm_for_model
+        )
+
+        #Model-Path can be edited in the sampleProp.conf file


Add comment and show one metric, correct the comment formatting.

KohliDev · 2017-11-02T13:50:10Z

+GraphiteIP = "92.246.246.188"
+GraphitePort = 2003
+
+#### [EDGE_INTELLIGENCE_MODEL_PATH] ####


Edge_Intelligence

KohliDev · 2017-11-02T13:51:19Z

                 ['BSD_LICENSE.txt', 'BSD_NOTICE.txt']),
                (os.path.abspath(os.sep) + '/../var/log/liota', [])]
-)
+)


Add extra line

…em_stats_with_filter.py failing to load

lucifercr07 and others added 2 commits July 2, 2017 00:58

commit

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Changes to edge_intelligence_models

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KohliDev reviewed Jul 3, 2017

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KohliDev approved these changes Jul 3, 2017

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lucifercr07 added 5 commits July 3, 2017 17:43

Updated sampleProp.conf

b2fbb83

Added a new line to the file

Tensor flow test model added

ac94515

Added rule_edge_component

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Small modifications to rule_edge_component

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Small modifications to rule_edge_component

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lucifercr07 changed the title ~~Changes made to the branch edge intelligence model~~ Added rule_edge_component and modifications to tensor flow model Jul 16, 2017

lucifercr07 added 20 commits July 17, 2017 19:49

Small modifications to directory structure

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Small modifications to directory structure

db7f4d1

Modifications to rule_edge_component

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Added unit test for rule_edge_component

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Added Readme

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Added unit tests for Sklearn, PFA

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Small modifications

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Modifications to test cases

1b75e4a

Files for edge_component packages

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Added rule_edge_component package

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Added rule_edge_component package

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Added rule_edge_component package

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Added rule_edge_component package

bb735b1

Added packages for edge_component

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Added edge_component package

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All the edge_component packages added

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Packages added for edge_component

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Added Readme for edge_intelligence

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Added Readme file

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Added Readme file

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lucifercr07 added 9 commits August 9, 2017 18:57

Added Readme file

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Added Readme file

e2d4785

Added tensorflow_edge_component.py

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Added tensorflow edge_component

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Added README.md for edge_component packages

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Added README.md for edge_component packages

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Minor modifications to tensorflow model

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Minor modifications to tensorflow model

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Minor modifications to tensorflow model

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lucifercr07 changed the title ~~Added rule_edge_component and modifications to tensor flow model~~ Added edge_intelligence examples and edge_component packages along with tests. Aug 10, 2017

lucifercr07 added 4 commits August 10, 2017 18:05

Changes to tensorflow edge_component

c2b1e13

Minor modificaions to edge_component packages

9e1b9e5

Minor modificaions to edge_component tests

dba0459

Removed unnecessary files

b41f7c7

KohliDev reviewed Nov 2, 2017

View reviewed changes

lucifercr07 added 4 commits November 3, 2017 00:59

Fixed issue with graphite_edge_system_stats.py and graphite_edge_syst…

da3aa9a

…em_stats_with_filter.py failing to load

Edge intelleigence after review

843ebef

Edge intelleigence after review

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Edge intelligence review

2f93359

lucifercr07 closed this Nov 3, 2017

lucifercr07 deleted the edge_intelligence branch November 3, 2017 10:18


		#### [EDGE_INTELLIGENCE_MODEL_PATH] ####

		ModelPath = "Model-Path" No newline at end of file

		@@ -0,0 +1,20 @@
		This folder contains example files for different models: pfa, sklearn, tensorflow, rule.


		# RuleEdgeComponent

		Rule edge component is like different edge components provided by Liota, you can define a simple rule depending on your requirement as a lambda function and the rule edge component will process the incoming metrics and give output to the actuator on the basis of the rule you have defined as lambda function.


		if __name__ == '__main__':

		graphite = Graphite(SocketDccComms(ip=config['GraphiteIP'],port=8080))

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lucifercr07 commented Jul 2, 2017 •

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KohliDev Jul 3, 2017 •

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