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Commit ee333bd0 authored by Roque's avatar Roque Committed by Nikola Balog
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feat: Introduce erp5_wendelin_drone business template for Drone Edge - Artificial Life project 

- The business template is used to process drone log data and give a score to each simulated drone flight. The best five drone flights and their parameters are displayed in a notebook.

- Added ingestion policy in the erp5_wendelin_drone business template for Data Bucket Streams.

- Added a notebook for visualization of data with a short description of the project.

- Added tests for this business template, which can be used to dynamically generate new data (mock data).
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bt5/erp5_wendelin_drone/PathTemplateItem/data_acquisition_unit_module/drone_laptop.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
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<global name="Data Acquisition Unit" module="erp5.portal_type"/>
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<value> <string>Drone Laptop</string> </value>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_operation_module/convert_raw_data_to_array.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Operation" module="erp5.portal_type"/>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_operation_module/create_score_list.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Operation" module="erp5.portal_type"/>
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<key> <string>_Add_portal_content_Permission</string> </key>
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<key> <string>_Modify_portal_content_Permission</string> </key>
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<key> <string>script_id</string> </key>
<value> <string>DataAnalysisLine_convertDroneDataArrayToScoreArray</string> </value>
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<item>
<key> <string>title</string> </key>
<value> <string>Create Score List</string> </value>
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<value> <string>001</string> </value>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_operation_module/ingest_fluent_bucket_data.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Operation" module="erp5.portal_type"/>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_operation_module/recalculate_scores.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Operation" module="erp5.portal_type"/>
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<key> <string>title</string> </key>
<value> <string>Recalcualte Scores</string> </value>
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<value> <string>001</string> </value>
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<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>1012.36581.13151.40874</string> </value>
</item>
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<value> <string>current</string> </value>
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<item>
<key> <string>time</string> </key>
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<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235198.47</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
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</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235192.03</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/bouncy_flight_mavsdk.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Bucket Stream</string>
<string>Progress Indicator</string>
<string>Data Array</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>quantity_unit/unit/piece</string>
<string>use/big_data/ingestion/stream</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>bouncy_flight_mavsdk</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>bouncy_flight_mavsdk</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Bouncy Flight Mavsdk</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235159.31</float>
<string>UTC</string>
</tuple>
</state>
</object>
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<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
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</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/bouncy_flight_mavsdk_raw_data.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Bucket Stream</string>
<string>Progress Indicator</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>use/big_data/ingestion/stream</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>bouncy_flight_mavsdk_raw_data</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>bouncy_flight_mavsdk_raw_data</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Bouncy Flight Mavsdk Raw Data</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
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</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235152.02</float>
<string>UTC</string>
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</state>
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<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/drone_raw_array.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Bucket Stream</string>
<string>Progress Indicator</string>
<string>Data Array</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>use/big_data/ingestion/stream</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>drone-raw-array</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>drone_raw_array</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Drone Raw Array</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235138.66</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/drone_raw_data.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Bucket Stream</string>
<string>Progress Indicator</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>use/big_data/ingestion/stream</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>sample-drone-raw-data</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>drone_raw_data</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Sample Drone Raw Data</string> </value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235129.74</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/drone_simulation_performance_data.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Product" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Associate</string>
<string>Auditor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Array</string>
<string>Progress Indicator</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>quantity_unit/unit/piece</string>
<string>use/big_data/ingestion/stream</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/recalculated_plots.xml 0 → 100644
View file @ ee333bd0
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bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/recalculated_scores.xml 0 → 100644
View file @ ee333bd0
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bt5/erp5_wendelin_drone/PathTemplateItem/data_product_module/simulation_scores.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_supply_module/drone_real/1.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_supply_module/drone_real/2.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_supply_module/drone_simulation/1.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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bt5/erp5_wendelin_drone/PathTemplateItem/data_supply_module/drone_simulation/2.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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<global name="Data Supply Line" module="erp5.portal_type"/>
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bt5/erp5_wendelin_drone/PathTemplateItem/data_transformation_module/convert_drone_raw_data.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
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<key> <string>title</string> </key>
<value> <string>Convert Drone Raw Data</string> </value>
</item>
<item>
<key> <string>version</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAc=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="Length" module="BTrees.Length"/>
</pickle>
<pickle> <int>0</int> </pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="OOBTree" module="BTrees.OOBTree"/>
</pickle>
<pickle>
<none/>
</pickle>
</record>
<record id="5" aka="AAAAAAAAAAU=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="6" aka="AAAAAAAAAAY=">
<pickle>
<global name="OOBTree" module="BTrees.OOBTree"/>
</pickle>
<pickle>
<none/>
</pickle>
</record>
<record id="7" aka="AAAAAAAAAAc=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>validation_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAg=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="8" aka="AAAAAAAAAAg=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>validate</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <unicode>zope</unicode> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="_reconstructor" module="copy_reg"/>
</klass>
<tuple>
<global name="DateTime" module="DateTime.DateTime"/>
<global name="object" module="__builtin__"/>
<none/>
</tuple>
<state>
<tuple>
<float>1700235015.03</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>validated</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_transformation_module/convert_drone_raw_data/1.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Transformation Operation Line" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_identity_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>_range_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>trade_phase/data/convert</string>
<string>resource/data_operation_module/convert_raw_data_to_array</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>data_operation</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>1</string> </value>
</item>
<item>
<key> <string>int_index</string> </key>
<value> <int>1</int> </value>
</item>
<item>
<key> <string>quantity</string> </key>
<value> <float>1.0</float> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Convert Raw Data to Array</string> </value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_transformation_module/convert_drone_raw_data/2.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Transformation Resource Line" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_identity_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>_range_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Bucket Stream</string>
<string>Progress Indicator</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>trade_phase/data/convert</string>
<string>resource/data_product_module/drone_raw_data</string>
<string>use/big_data/ingestion/stream</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>in_stream</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>2</string> </value>
</item>
<item>
<key> <string>int_index</string> </key>
<value> <int>1</int> </value>
</item>
<item>
<key> <string>quantity</string> </key>
<value> <float>-1.0</float> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Raw_data</string> </value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_transformation_module/convert_drone_raw_data/3.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Transformation Resource Line" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_identity_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>_range_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>aggregated_portal_type</string> </key>
<value>
<tuple>
<string>Data Array</string>
</tuple>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>trade_phase/data/convert</string>
<string>use/big_data/ingestion/stream</string>
<string>resource/data_product_module/drone_raw_array</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>out_array</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>3</string> </value>
</item>
<item>
<key> <string>int_index</string> </key>
<value> <int>2</int> </value>
</item>
<item>
<key> <string>quantity</string> </key>
<value> <float>1.0</float> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Raw array</string> </value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/data_transformation_module/convert_drone_raw_real_data/1.xml 0 → 100644
View file @ ee333bd0
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Data Transformation Operation Line" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_identity_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
<item>
<key> <string>_range_criterion</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>categories</string> </key>
<value>
<tuple>
<string>trade_phase/data/convert</string>
<string>resource/data_operation_module/convert_raw_data_to_array</string>
<string>quantity_unit/unit/piece</string>
</tuple>
</value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>data_operation</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>1</string> </value>
</item>
<item>
<key> <string>int_index</string> </key>
<value> <int>1</int> </value>
</item>
<item>
<key> <string>quantity</string> </key>
<value> <float>1.0</float> </value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Convert Raw Data to Array</string> </value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary/>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
bt5/erp5_wendelin_drone/PathTemplateItem/portal_callables/DataAnalysisLine_convertRawDroneDataToArray.py 0 → 100644
View file @ ee333bd0
import pandas as pd
import numpy as np
# Function to remove non-ASCII characters from a string, because I can not be bothered to make to_records with utf8 right now
def remove_non_ascii(text):
return ''.join(char for char in str(text) if ord(char) < 128)
progress_indicator = in_stream["Progress Indicator"]
in_data_stream = in_stream["Data Bucket Stream"]
out_data_array = out_array["Data Array"]
keys = in_data_stream.getKeyList()
end = progress_indicator.getStringOffsetIndex()
if end is None:
end = ""
if len(keys) == 0:
context.log("No Keys found")
return
dtype= {'timestamp (ms)': '<f8',
'latitude ()': '<f8',
'longitude ()': '<f8',
'AMSL (m)': '<f8',
'rel altitude (m)': '<f8',
'yaw ()': '<f8',
'ground speed (m/s)': '<f8',
'climb rate (m/s)': '<f8'}
if len([x for x in keys if x not in end]) == 0:
context.log("No new keys found")
return
new_end = ""
for key in [x for x in keys if x not in end]:
try:
log = in_data_stream.getBucketByKey(key)
df = pd.read_csv(log, sep=';', dtype=dtype)
if df.shape[0] == 0:
return
# Remove non-ASCII characters from DataFrame values
df = df.applymap(remove_non_ascii)
# Remove non-ASCII characters from column names (headers)
df.columns = df.columns.map(remove_non_ascii)
non_numeric_columns = df.select_dtypes(exclude=[np.number]).columns
df[non_numeric_columns] = df[non_numeric_columns].apply(pd.to_numeric, errors='coerce')
ndarray = df.to_records(index = False) #column_dtypes does not work here for some reasone, even if it is an actuall parameter
zbigarray = out_data_array.getArray()
if zbigarray is None:
zbigarray = out_data_array.initArray(shape=(0,), dtype=ndarray.dtype.fields)
start_array = zbigarray.shape[0]
zbigarray.append(ndarray)
try:
data_array_line = out_array.get(key)
if data_array_line is None:
data_array_line = out_data_array.newContent(id=key,
portal_type="Data Array Line")
data_array_line.edit(reference=key,
index_expression="%s:%s" %(start_array, zbigarray.shape[0])
)
except:
context.log("Can not create Data Array Line")
except:
context.log("File "+str(key)+ " is not well formated")
new_end = new_end + str(key)
progress_indicator.setStringOffsetIndex(end + new_end)
bt5/erp5_wendelin_drone/bt/dependency_list 0 → 100644
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bt5/erp5_wendelin_drone/bt/description 0 → 100644
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bt5/erp5_wendelin_drone/bt/template_format_version 0 → 100644
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bt5/erp5_wendelin_drone/bt/template_keep_path_list 0 → 100644
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bt5/erp5_wendelin_drone/bt/template_keep_workflow_path_list 0 → 100644
View file @ ee333bd0
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bt5/erp5_wendelin_drone/bt/template_path_list 0 → 100644
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bt5/erp5_wendelin_drone/bt/template_test_id_list 0 → 100644
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bt5/erp5_wendelin_drone/bt/title 0 → 100644
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bt5/erp5_wendelin_drone/bt/version 0 → 100644
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