High Level Types, HLT, aspects vs Ingestion processes
All the HLT can be exploited in Dashboards, but what about their data structure main information, and more about how can be ingested into the platform. This table gives your some answers.
For Data Formats, the Snap4City supports a large range of High-Level Types, HLT:
- Entity Instances, IoT Devices, Sensors/Actuators, POI, KPI, predictions, events of several kinds, social media,
- Trajectories, paths, etc.
- Origin Destination Matrices, demand of mobility, offer of transportation
- Vector Field, Flows, high of waves, slope field directions and intensity, wind flows, etc.
- Traffic Flow, People Flows, with animations,
- Heatmaps, Satellite data, with animations,
- 3D BIM building, 3D shapes of city,
- Building Floors,
- trajectories, routes,
- TV Camera, TV Cam streams,
- public transport offers, from GTFS, etc.
- synoptics,
- scenarios, city scenarios, etc.
- parking lots, parking areas, etc.
- traffic light plans, semaphores plans.
- custom formats, user profiles, etc.
- entities with geographical shapes and grids,
- etc.
the training course slides contain the updated version of the following tables and examples: https://www.snap4city.org/577
Please note that:
- MYPOI are ingested from MicroApplication userinterface marking some new POI in the territory. They typically not passed on KB https://www.snap4city.org/snap4cityWebAppAntwerp/?operation=myActivity/myPOI&coordinates=51.220194;4.401589 to see them you have to have created them, typically active only on mobile Apps.
- POI are ingested via ETL mainly and are collection of sensors, or point of interest, such as resoutarant, hotels, etc... are typically collected on KB and thus can be seen on ServiceMap direcly when ingested selecting on POI category you see the whole collection of them.
- .....
If I would like to show a certain data with a specific graphic representation, Widget: which kind of data I can show in the accessible widgets of the platform and how: wizard and/or manual addition, and/or dynamically created by IOT Applications
the following tables (still partial) give you an answer to the above question.
in the above table:
- IOT App: means that the widget data can be created and manipulated dynamically from the IOT App
- All the X represent feature available from Wizard production of Dashboard
- (*) means that the production is still manual and not via wizard
- (X) in progress, coming soon
- "sensors" are data ingested via IOT Brokers, or ETL that in any case are indexed into the KB, may be on HBASE or on Elastic Search
- "MyKPI" are data ingested via Mobile Apps, IOT Apps, manually, etc.; They may be on MySQL, and recently are coming to Elastic Search
- "MyPersonal Data" are ingested via IOT Apps, or manually; They may be on MySQL only
- "KPI, Metrics" are ingested via SQL, NoSQL queries (ODBC, JDBC, MOngo, SPARQL, etc.) from Database sources and are on MySQL
- etc.
please note that many other widgets can be also used and generated from the wizard and manually.
HOW TO: Exploit Special Widgets