IoT Tips

Video Author:                     Asia Garrouj Original Post Date:            March 31, 2017 Applicable Releases:        ThingWorx Analytics 7.4 to 8.1   Description: This video will walk you through the first steps on how to set-up Analytics Manager for Real-Time Scoring and demonstrate how to create an Analysis Provider and start the ThingPredictor Agent.     Please Note: In this video, the startup command for the Agent has changed in Release 8.1.  Please refer to the PTC Help center  

Video Author:                     Asia Garrouj Original Post Date:            December 9, 2016 Applicable Releases:        ThingWorx Analytics 52.0 to 8.1   Description: This video walks you through how to upload data and shows the configuration settings.   Please Note: In this video, the shown configuration settings page is different for ThingWorx Analytics 8.1.  

Video Author:                     Asia Garrouj Original Post Date:            November 29, 2016 Applicable Releases:        ThingWorx Analytics 52.0 to 8.1   Description: Signals indicate the predictive strength or weakness of specific features on the goal variable. Use Signals to explore which features are important to predicting outcomes, and which are not.   Please Note:  In this video, it states that a model needs to be created prior to running Signals.  As of ThingWorx Analytics 8.1, this is no longer the case.    

Video Author:                    Christophe Morfin Original Post Date:            September 13, 2016 Applicable Releases:        ThingWorx Analytics 52.1 to 8.1 Description: In this video we cover the different configuration steps required for ThingWorx Analytics Builder extension.   Please Note: This video uses Classic Composer.  The same operations can be done using the New Composer starting with version 8.0 as illustrated in the Help Center For release 8.1, the Settings menu differs from previous versions, see What's New in ThingWorx Analytics Builder 8.1 between times 00:12 sec to 00:40 sec for an up to date menu selection.  

Video Author:                     Christophe Morfin Original Post Date:            September 13, 2016 Applicable Releases:        ThingWorx Analytics 52.1 to 8.1 ​ Description: A short introduction to ThingWorx Analytics Builder The import of the ThingWorx Analytics Builder Extension  

In this post we will take a look at using an existing JavaScript Library. The library will we will use is agGrid  which provides a very extensive Grid UI component. The objectives are To see how to add the library Use an external source to populate the grid Provide a click action when a user selects a row (Part 2) (see attachments - import AAGridExtensionExample as an extension and import as File PTC-ExternalSources-Entities ) Previous Posts for reference Widget Extensions Introduction Widget Extensions Click Event Widget Extensions Date Picker Widget Extensions Google Bounce We will not worry about CSS - I'm working on a post for that using Thingworx 8.2 CustomClass (CSS) feature. Also I will assume you have worked through the Widget Extensions Introduction The image below image below shows the resulting UI after grid population and a user clicked a row The following provides the high level areas of interest Steps 1. Create a Working Folder for example  AGGrid as in previous posts setup your ui folder and metadata file 2. Think of a name for the Extension - we will use aggrid and add a folder with this name under ui folder 3. create the required files as per previous posts - Note the jslibrary folder is where aagrid resides     Below shows the jslibrary folder the main file we care about is the ag-grid (we could use the min file but initially have the full makes debugging easier) 4. Setup the metadata file 5. Understand some of the agGrid requirements To create a grid we need to use the function agGrid which comes from the ag-grid.js       myGrid = new agGrid.Grid(gridContainer, gridOptions ); The gridContainer is where the grid will be placed in the DOM and the gridOptions is a definition object that holds all the settings for the grid before it is created. Using a init function inside the runtime.js (see previous posts for runtime)  we can get the gridContainer  by using a snippet like this document.getElementById(gridElementId); The gridOptions takes the form of a json object - note there are many options please refer to the agGrid documentation for more info. Our focus will be  columnDefs , rowData to start with. These 2 define the layout and the contents of the grid The columnsDefs takes the form of an Array of JSON basically headerName: and field The image below shows a hard-coded approach I took initially To make this more generic I created a Thingworx datashape and used a service script GetColumndefs to populate and output the columnDefs service script example uses a PTC-ExternalSourcesHelper thing below is the GetColumnsDefs service The next point of focus will be the gridOptions and the rowData (JSON  array of data ) based on the same definition as the columnDefs Both the columnDefs and the GridDataAsJSON (which turns into rowData)  shown below are setup in the ide.js file (see previous posts for ide) Returning back to the services we need to get some Grid data from an external source. For that we will create a GetRSSFeed and use that inside GetRSSAsJSON The GetRSSFeed  looks like this and uses the url input More Top Stories - Google News The GetRSSAsJSON looks like this looking back at the code maybe I should changed to result.rows when returning the GridData  but for now it works. The last thing is getting the data from the services and we use the updateProperty ( previous posts for ide ). Here we check for the property and set and pass the RawData to the drawaggrid function The drawaggrid takes in the rowData and uses the columnDefs to understand the format. Also the last thing the drawaggrid  function is create the actual grid. (Finally!) 5. lat but not least - Wire it all up in a Mashup! The first set is to zip up the Extension and Import  (see previous posts) The next is to create a Mashup and add the PTC-ExternalSourcesHelper entity and wire up the GetColumsDefs and the GetRSSAsJSON to the agGrid widget and then preview and hopefully it all works - I will upload the Extension and Entities shortly See you in Part 2 not yet created! (see attachments - import AAGridExtensionExample as an extension and import as File PTC-ExternalSources-Entities )

Previous Posts Widget Extensions Introduction Widget Extensions Click Event Widget Extensions Date Picker I was asked was it possible to make the Google Maps indicator bounce if a property was set to true. The answer is yes. Open up the google maps extension and locate the googlemap.ide.js Make the above changes. Open up the googlemap.runtime.js and search for if (showMarkers) { after the if add the following below Make sure you have a property needsAttension on a returned Thing. If the value is true it will bounce! After viewing Mashup there are 4 locations but one needs attention.

Key Functional Highlights ThingWorx Manufacturing Apps enhancements Support for NI InsightCM connected to KEPServerEX as an aggregator Controls Advisor usability improvement to retrieve App Key for a specific KEPServerEX connection Asset Advisor usability improvement for displaying alerts Compatibility ThingWorx 8.1.0 KEPServerEX 6.2, 6.3 KEPServerEX V6.1 and older as well as different OPC Servers (with Kepware OPC aggregator) Documentation ThingWorx Manufacturing Apps Setup and Configuration Guide ThingWorx Manufacturing Apps Customization Guide What’s New in ThingWorx Manufacturing Apps 8.1.0 Download Extensions for ThingWorx Manufacturing Apps and Asset Remoting Note: this release announcement applies to the ThingWorx Manufacturing Apps Extensions 8.1.0. For the ThingWorx Manufacturing Apps Freemium (Express) 8.1.0 release notes, see this page: ThingWorx Manufacturing Apps 8.1 Freemium is Available for Download!

Introduction to the platform extensibility structures and options. Includes overview of setting up the eclipse plugin and build process, as well as install considerations and best practices.     For full-sized viewing, click on the YouTube link in the player controls.   Visit the Online Success Guide to access our Expert Session videos at any time as well as additional information about ThingWorx training and services.

This Expert Session reviews the concept of “Decision Trees” and the functionality that is available in ThingWorx Analytics Builder. First, you will learn how to create and upload a dataset in ThingWorx Analytics Builder.  After that, it shows you how to train a model and score on the model that was just generated. It then goes into detail on how the prediction learner "Decision Tree" operates and classifies inputs.     For full-sized viewing, click on the YouTube link in the player controls.   Visit the Online Success Guide to access our Expert Session videos at any time as well as additional information about ThingWorx training and services.

ThingWorx's JDBC extensions - Relational Database Management System and the JDBC Extensions allow ThingWorx to connect to variety of different databases. With that comes a natural question how and what sort of SQL statements could be executed via these extensions? Note: ​​Importing the JDBC extensions i.e. the RDBMS and JDBC Extensions, creates a Database Template for that particular database. If you are working with RDBMS extension then Template of corresponding Database will be created with similar name e.g. importing the RDBMS Extension for Oracle 12 will create Template named OracleDBServer12. While importing the JDBC driver using the JDBC extension will create Template name based on the JDBC driver used or a custom name could be given. Following examples and SQL statements are adhering to Oracle's SQL*Plus standard, however these can be easily adapted to the type of RDBMS you intend to work with. Topics How to create SQL Service in ThingWorx entity Types of SQL Statements Examples on SQL Service usage and some extended use cases / examples How to create SQL Service in ThingWorx Navigate to the Thing implementing the Database Template, e.g. OracleDBServer12         2. Click on the Services section under the Entity Information and click on Add My Service         3. A new service creation section will come up, change the Service type of JavaScript (this is default selection) to either SQL (Query) or SQL (Command) depending on the type of SQL you are to create under this particular service                       4. Here's quick example on creating SQL (Query) service which takes name as input for a select *  sql … Statement, i.e. it returns complete set of rows and columns from any given table on which the user has the access to perform Select                   Note: BaseType defaults to Infotable when creating SQL (Query) service and the returned number of rows are restricted to 500. Therefore, if table contains rows more than 500, ensure to change the Max Rows parameters         5. Example on creating SQL (Command) service that delete all the rows from the database table               Note: The Base Type defaults to Number when using SQL (Command)     Additional information:     When creating a SQL service, apart from providing changing the Service Info and  Inputs /Outputs, 3rd section Tables/Columns allows users to explore the Tables and their respective columns as part of that particular user's schema - meaning the objects on which the user has select rights in his schema in the database.     Types of SQLs This is not an exhaustive list, rather contains most commonly used types of SQL statements     1. Data Definition Language (DDL)           a. Create, Alter and drop schema objects           b. Grant and Revoke privileges and roles     2. Data Manipulation Language (DML)           a. Insert           b. Delete           c. Select Examples for SQL Service usage and some extended use cases / examples     1. Data Definition Language (DDL)           a. Create statement                       b. Alter statements                         c. Drop statement                         d. Flashback statements (Oracle specific)                         e. Grant statement                     f. Rename statement                 2. Data Manipulation Language (DML)           a. Insert statement                     b. Delete statement                     c. Select statements           Use cases - Case 1 : Backing up DataTable DataTable objects in ThingWorx are for quick lookup of data and they are most performant till ~100K rows. Exceeding rows over 100K in a DataTable makes it highly susceptible to performance issues in terms of querying or writing to it. Unless, there's sharding​ on the persistence provider or multiple persistence providers used - JDBC connectivity to external data stores like RDBMS systems could help in keeping up with growing number of rows in DataTables. RDBMS tables are more than capable of storing very large amount of rows without being taxed over the performance. JDBC extension could be used to do just that in a use case requiring backing up DataTable or any Data Storage objects from ThingWorx for that matter. Here's one quick example using one of the Insert SQL service shown above to back up the entire DataTable to the Oracle's DB table. Following ThingWorx JavaScript service wraps the InsertIntoBULKDATAINSERTDT SQL service: // result: INTEGER // getting total row count in the DataTable var totalCount = Things["BulkInsertDT"].GetDataTableEntryCount(); var params = { maxItems: totalCount /* NUMBER */ }; // result: INFOTABLE // DataTable service to fetch all the rows from it var allData = Things["BulkInsertDT"].GetDataTableEntries(params); // looping over the result fetched above to get all the rows for insertion     for (var i = 0; i<totalCount; i++) {         var result = allData.getRow(i); // mapping the data for insert     var params = {         LongCol3: result.LongCol3 /* LONG */,         numcol1: result.NumCol1 /* NUMBER */,         StringCol2: result.StringCol2 /* STRING */,         IntCol4: result.IntCol4 /* INTEGER */     }; try { // result: NUMBER // calling the SQL Service InsertIntoBULKDATAINSERTDT created under a DB Thing called OracleDBThingNew     var result = Things["OracleDBThingNew"].InsertIntoBULKDATAINSERTDT(params); } catch (err) {      Logger.info ("Failed to insert the values" + err) }     }

Key Functional Highlights Production Advisor is now available in the Freemium and Developer Kit downloads. Plant Managers are provided with real-time monitoring of production status and critical KPI’s such as utilization, performance, quality and OEE, by unifying data from disparate lines, assets and sensors. With Production Advisor, Plant Managers have the ability to detect and react instantly to production issues- reaching lower downtime, higher production throughput and better quality from the factory resources. Compatibility ThingWorx 8.0.1 KEPServerEX 6.2 KEPServerEX V6,1 and older as well as different OPC Servers (with Kepware OPC aggregator) Documentation ThingWorx Manufacturing Apps Setup and Configuration Guide: https://support.ptc.com/WCMS/files/173133/en/ThingWorxManufacturingAppsSetup_8-0-1.pdf ThingWorx Manufacturing Apps Customization Guide: https://support.ptc.com/WCMS/files/173135/en/ThingWorxManufacturingAppsCust_8-0-1.pdf Get Started Documentation on Portal: https://www.ptc.com/en/thingworx/manufacturing-apps/Dashboard/Get-Started (PTC users should use their normal login credentials and do not need to register on the portal) Download Freemium and Developer Kit (8.0.1) are available for download here: https://www.ptc.com/en/thingworx/manufacturing-apps/Dashboard (PTC users should use their normal login credentials and do not need to register on the portal ThingWorx Platform Extensions (8.1.0, released 1 Nov 2017) are available for download here: https://support.ptc.com/appserver/auth/it/esd/product.jsp?prodFamily=TWA

Check out this new KCS article which links to all known best practice documents available for ThingWorx. This article will get larger in time as more articles are published related to the Dos and Don'ts of building an IoT application! Do you know when to use timers, and where to implement their subscriptions? How about ensuring info tables are used at the proper time, and data tables at others? Pesky performance issues wherein ThingWorx runs slow for apparently no reason? All of these questions and more are addressed here!

When you install Thingworx with PostgreSQL, you can't import the "PostgreSQL" extension because of the conflict of a library file. So, here is a sample "MetaData.xml" file. You can zip this file and simply import it into your Thingworx so that you can have a thing template for "PostgreSQL" database. <Entities>     <ExtensionPackages>         <ExtensionPackage name="PostgreSQL_ExtensionPackage"                       description="PostgreSQL JDBC Extension"                       vendor="ThingWorx Customer Service"                       packageVersion="1.0"                       minimumThingWorxVersion="4.0.0">         </ExtensionPackage>     </ExtensionPackages>     <ThingTemplates>         <ThingTemplate baseThingTemplate="Database" description="PostgreSQL Server" documentationContent="" effectiveThingPackage="" homeMashup="" lastModifiedDate="2015-11-28T11:40:35.355-05:00" name="PostgreSqlServer" tags="" thingPackage="">             <ThingShape description="" documentationContent="" lastModifiedDate="2015-11-28T11:40:35.355-05:00" name="" tags="">                 <PropertyDefinitions/>                 <ServiceDefinitions/>                 <EventDefinitions/>                 <ServiceImplementations/>                 <ServiceMappings/>                 <Subscriptions/>             </ThingShape>             <ImplementedShapes/>             <ConfigurationTables>                 <ConfigurationTable description="" isMultiRow="false" name="ConnectionInfo">                     <DataShape>                         <FieldDefinitions>                             <FieldDefinition aspect.defaultValue="5.0" baseType="NUMBER" description="Maximum number of connections in the pool" name="maxConnections" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="jdbc" baseType="STRING" description="jDBCConnectionURL" name="jDBCConnectionURL" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="SELECT NOW()" baseType="STRING" description="Connection validation string" name="connectionValidationString" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="org.postgresql.Driver" baseType="STRING" description="jDBCDriverClass" name="jDBCDriverClass" ordinal="0"/>                             <FieldDefinition baseType="STRING" description="Database user name" name="userName" ordinal="0"/>                             <FieldDefinition baseType="PASSWORD" description="Database password" name="password" ordinal="0"/>                         </FieldDefinitions>                     </DataShape>                     <Rows>                         <Row>                             <jDBCConnectionURL><![CDATA[jdbc:postgresql://localhost:5432/demo]]></jDBCConnectionURL>                             <maxConnections>100.0</maxConnections>                             <connectionValidationString><![CDATA[SELECT NOW()]]></connectionValidationString>                             <jDBCDriverClass><![CDATA[org.postgresql.Driver]]></jDBCDriverClass>                             <userName />                             <password />                         </Row>                     </Rows>                 </ConfigurationTable>                 <ConfigurationTable description="" isMultiRow="false" name="ConnectionMonitoring">                     <DataShape>                         <FieldDefinitions>                             <FieldDefinition aspect.defaultValue="1.0" baseType="NUMBER" description="Number of retries" name="numberOfRetries" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="2000.0" baseType="NUMBER" description="Retry delay in milliseconds" name="retryDelay" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="false" baseType="BOOLEAN" description="Enable connection monitoring" name="enableMonitor" ordinal="0"/>                             <FieldDefinition aspect.defaultValue="30000.0" baseType="NUMBER" description="Monitor rate in milliseconds" name="connectionMonitorRate" ordinal="0"/>                         </FieldDefinitions>                     </DataShape>                     <Rows>                         <Row>                             <numberOfRetries>1.0</numberOfRetries>                             <retryDelay>2000.0</retryDelay>                             <enableMonitor>false</enableMonitor>                             <connectionMonitorRate>3000.0</connectionMonitorRate>                         </Row>                     </Rows>                 </ConfigurationTable>             </ConfigurationTables>             <avatar/>             <DesignTimePermissions>                 <Create/>                 <Read/>                 <Update/>                 <Delete/>                 <Metadata/>             </DesignTimePermissions>             <RunTimePermissions/>             <InstanceDesignTimePermissions>                 <Create/>                 <Read/>                 <Update/>                 <Delete/>                 <Metadata/>             </InstanceDesignTimePermissions>             <InstanceRunTimePermissions/>         </ThingTemplate>     </ThingTemplates> </Entities>

In this blog I will be testing with the WindchillSwaggerConnector, but most of the steps also apply to the generic SwaggerConnector.     Overview   The WindchillSwaggerConnector enables the connection to the Windchill REST endpoints through the Swagger (OpenAPI) specification. It is a specialized implementation of the SwaggerConnector. See Integration Connectors for documentation.   It relies on three components : Integration Runtime : microservice that runs outside of ThingWorx and has to be deployed separately, it uses Web Socket to communicate with the ThingWorx platform (similar to EMS). Integration Subsystem : available by default in 7.4 (not extension needed) Integration Connectors (WindchillSwaggerConnector) : available by default in 7.4 (not extension needed)   Currently, in 7.4, the WindchillSwaggerConnector  does not support SSO with Windchill (it is more targeted for a "gateway type" integration). Note that the PTC Navigate PDM apps are using the WindchillConnector and not the WindchillSwaggerConnector.   Integration Runtime microservice setup   The ThingWorx Integration Runtime is a microservice that runs outside of ThingWorx. It can run on the ThingWorx server or a remote machine. It is available for download from the ThingWorx Marketplace (Windows or Linux). The installation media contains 2 files : 1 JAR and 1 JSON configuration file.   For this demo, I'm installing the Integration Runtime on a remote machine and will not be using SSL.   1. Prerequisite for the Integration Runtime : Oracle Jre 8 (and of course a ThingWorx 7.4 platform server accessible) 2. Create an ApplicationKey in the composer for the Integration Runtime to use for communication to the ThingWorx platform. 3. Configure the Integration Runtime communication - ThingWorx host, port, appKey, ... - this is done on the Integration Runtime server via the JSON configuration file.   My integrationRuntime-settings.json (sslEnable=false, storagePath is ignored) : { "traceRoutes": "true", "storagePath": "/ThingworxStorage", "Thingworx": {     "appKey": "1234abcd-xxxx-yyyy-zzzz-5678efgh",     "host": "twx74neo",     "port": "8080",     "basePath": "/Thingworx",     "sslEnable": "false",     "ignoreSSLErrors": "true"   } } Note : It is important to completely remove the "SSL": {} block when not using SSL   4. Launch the Integration Runtime service (update the JAR and JSON filenames if needed) java -DconfigFile=integrationRuntime-settings.json -jar integration-runtime-7.4.0-b12.jar The Integration Runtime service uses Web Socket to communicate with the ThingWorx platform (similar to EMS). It registers itself with the ThingWorx platform.   Monitoring the Integration Runtime microservice        In the ThingWorx composer : Monitoring > Subsystems > Integration Subsystem      SMAINENTE1D1 is the hostname of my Integration Runtime server.   Custom WindchillSwaggerConnector implementation   Use the New Composer UI (some setting, such as API maps, are not available in the ThingWorx legacy composer) 1. Create a DataShape that is used to map the attributes being retrieved from Windchill WNCObjectDS : oid, type, name (all fields of type STRING)   2. Create a Thing named WNC11Connector that uses WindchillSwaggerConnector as Thing Template 3. Setup the Windchill connection under WNC11Connector > Configuration Authentication Type = fixed (SSO currently not supported) Username = <Windchill valid user> Password = <password for the Windchill user> Base URL : <Windchill app URL> (e.g. http://wncserver/Windchill)   4. Create an API maps under WNC11Connector > Services and API Maps > API Maps (New Composer only) My API Map : New API Map Mapping ID : FindBasicObjectsMap EndPoint : findObjects (choose the first one) Select DataShape : WNCObjectDS (created at step 1) and map the following attributes : name <- objName ($.items.attributes) type <- typeId ($.items) oid <- id ($.items)   After pressing [done] verify that the API ID is '/objects GET' (and not /structure/objects - otherwise recreate the mapping and choose the other findObjects endpoint). 5. Create a "Route" service under WNC11Connector > Services and API Maps > Services (New Composer only) Name : FindBasicObjects Type (Next to [Done] button) : Route Route Info | Endpoint : findObjects (same as step 4) Route Info | Mapping ID : FindBasicObjectsMap-xxxx created at step 4 Testing our custom WindchillSwaggerConnector   Test the WNC11Connector::FindBasicObjects service Note that the id (oid) and typeId (type) are returned by default by the /objects REST API - objName has to be explicitly requested.   Monitoring the Integration Connector        In the ThingWorx composer : Monitoring > Integration Connectors

Twilio extends the ThingWorx functionality to send SMS and voice messages in variety of languages. Starting from scratch I'll cover the steps required to setup the Twilio extension and the basic account registration (trial version) and setup at Twilio.com Twilio allows registering with the trial account, which comes with $15 as initial account balance, something which is quite useful for testing the initial setup and testing of Twilio extension in conjunction to ThingWorx. Prerequisite 1. Sign up, if not already done, with Twilio.com for free trail account 2. Configure the account to setup a verified phone number to receive text and voice messages, free trial account allows setting up 1 verified phone number that can receive text and voice messages Note: See What's the difference between a verified phone number and a Twilio phone number? 3. Choose and configure a Twilio phone number capable of sending text and voice messages, free trial account allows setting up of 1 Twilio number which will be used in the Extension configuration in ThingWorx for sending the messages 4. Download Twilio Extension from ThingWorx Marketplace Note that Twilio phone number should be enabled with the send SMS or send voice message capability, depending on what your use case is. Failing to do so will lead to error while testing the sendSMS or sendVOICE service (two default services provided with the Twilio Extension when imported in ThingWorx) Signing up and setting up Twilio account 1. Sign up on Twilio.com with your details and emailID. When registering for the first time you'll be prompted for your personal phone number as part of the security requirement. Also with free trial account this will be the only phone number where you'll be able to send SMS or Voice message via Twilio Extension in ThingWorx 2. Next would be to setup the Twilio number with voice and text messaging, navigate to https://www.twilio.com/console/phone-numbers/getting-started 3. Do ensure that you setup the voice or text capabilities for the new Twilio number, failing to do so will lead to error in sending message via Twilio Extension in ThingWorx 4. Different Twilio Number have different capabilities, it's quite possible that you don't find the number with required capabilities i.e. Voice, SMS - in that scenario simply search for different number, one that has the capabilities you are looking for 5. With trial account only 1 Twilio number is avilable for setup 6. While setting up the Twilio number you will be required to provide a valid local address of your country The cost of setting up the number and further sending the SMS will only be deducted from the $15 made available when you signed up for the first time. Navigate to your account details on Twilio.com to make note of the following information which will be used when configuring the Twilio Extension in ThingWorx: a. Account SID b. Authentication ID c. Your Verified Phone Number (will be used for receiving the messages) d. Twilio Phone number created with required capabilities, e.g. that number is capable of sending text message Here's how it shows up once you are successfully registered and logged on to the twilio.com/console To check your Twilio Phone Number and the Verified Phone Number navigate to twilio.com/phone-numbers As it can be seen in the above screenshot, the number I have bought from Twilio is capable of sending Voice and SMS. With this all's set  and ready to configure the Twilio Extension in ThingWorx, which is pretty straight forward. Setup Twilio Extension in ThingWorx 1. Let's setup the extension by navigating to the ThingWorx Composer > Import/Export > Extensions > Import > browse to the location where you saved the Twilio Extension from ThingWorx Marketplace and click Import 2. Once imported successfully refresh the composer and navigate to Modeling > Things , to create a new Thing implementing the Twilio Template (imported with the extension) like so, in screenshot below Thing is named DemoTwilioThing 3. Navigate to the the Configuration section of that Thing, to provide the information we noted above from Twilio account Note: this demo thing is setup to send the text SMS to my verified phone number only, therefore the CallerID in the configuration above is the Twilio number I created after signing up on Twilio with text message capability. 4. Save the created the Thing 5. Finally, we can test with the 1 of the 2 default services provided with the Twilio Template i.e. SendSMSMessage service 6. While testing the SendSMSMessage service use your verified phone number in To for receiving the message Troubleshooting some setup related issues I'll try to cover some of the generic errors that came up while doing this whole setup with Twilio Extension Error making outgoing SMS: 404 / TwilioResponse 20404 Reason If the Twilio number is not enabled with SMS sending capabilities you may run into such an error when testing the service. Here's the full error stack Unable to Invoke Service SendSMSMessage on DemoTwilioThing : Error making outgoing SMS: 404 <?xml version='1.0' encoding='UTF-8'?><TwilioResponse><RestException><Code>20404</Code><Message>The requested resource /2010-04-01/Accounts/<AccountSID>/SMS/Messages was not found</Message><MoreInfo>https://www.twilio.com/docs/errors/20404</MoreInfo><Status>404</Status></RestException></TwilioResponse> Resolution Navigate back to the Phone Number section on Twilio's website and as highlight in screenshot above check if the Twilio number is enabled with SMS capabilities. Error making outgoing SMS:400 / TwilioResponse 21608 Reason You may encounter following error when attempting to send SMS/Voice message, here's the full error detail Wrapped java.lang.Exception: Error making outgoing SMS: 400 <?xml version='1.0' encoding='UTF-8'?><TwilioResponse><RestException><Code>21608</Code><Message>The number <somePhoneNumber>is unverified. Trial accounts cannot send messages to unverified numbers; verify <somePhoneNumber>at twilio.com/user/account/phone-numbers/verified, or purchase a Twilio number to send messages to unverified numbers.</Message><MoreInfo>https://www.twilio.com/docs/errors/21608</MoreInfo><Status>400</Status></RestException></TwilioResponse> Cause: Error making outgoing SMS: 400 <?xml version='1.0' encoding='UTF-8'?><TwilioResponse><RestException><Code>21608</Code><Message>The number <somePhoneNUmber>is unverified. Trial accounts cannot send messages to unverified numbers; verify <somePhoneNumber> at twilio.com/user/account/phone-numbers/verified, or purchase a Twilio number to send messages to unverified numbers.</Message><MoreInfo>https://www.twilio.com/docs/errors/21608</MoreInfo><Status>400</Status></RestException></TwilioResponse> Resolution As the error points out clearly the number used in To section while testing the SendSMSMessage service didn't have verified number. With free trial account you can only use the registered verified phone number where SMS/Voice message can be sent. If you want to use different number an account upgrade is required. Error making outgoing SMS:400 / TwilioResponse 21606 Reason Following error is thrown while testing SendSMSMessage service with different Twilio number which is either not the same as the number you bought when setting up the trial account or it doesn have SMS sending capabiltiy. Here's the full error stack Wrapped java.lang.Exception: Error making outgoing SMS: 400 <?xml version='1.0' encoding='UTF-8'?><TwilioResponse><RestException><Code>21606</Code><Message>The From phone number <TwilioNumber>is not a valid, SMS-capable inbound phone number or short code for your account.</Message><MoreInfo>https://www.twilio.com/docs/errors/21606</MoreInfo><Status>400</Status></RestException></TwilioResponse> Cause: Error making outgoing SMS: 400 <?xml version='1.0' encoding='UTF-8'?><TwilioResponse><RestException><Code>21606</Code><Message>The From phone number <TwilioNumber> is not a valid, SMS-capable inbound phone number or short code for your account.</Message><MoreInfo>https://www.twilio.com/docs/errors/21606</MoreInfo><Status>400</Status></RestException></TwilioResponse> Resolution Check the configuration in the ThingWorx Composer for the Thing created out of Twilio Template whether or not the callerID is configured with correct Twilio account number

This video is the 2nd part, of a series of two videos, walking you through the configuration of Analysis Event which is applied for Real-Time Scoring. This part 2 video will walk you through the configuration of Analysis Event for Real-Time Scoring, and validate that a predictions job has been executed based on new input data.   Updated Link for access to this video:  Analytics Manger 7.4: Configure Analysis Event & Real Time Scoring Part 2 of 2

This video walks you through the use of Analysis Replay to execute analysis events on historic data. This video applies to ThingWorx Analytics 7.4 to 8.1   Updated Link for access to this video:  Analytics Manager : Using Analysis Replay

This video is the 1st part of a series of two videos walking you through the configuration of Analysis Event which is applied for Real-Time Scoring. This 1st video demonstrate how to create a Template and Thing which allows the prediction model to score in real-time. Note that this video is just for demo purposes, customers who have ThingWorx, they of course already have their properties set-up. They just need to configure Analysis Event which is demonstrated in the part 2 video.   Updated Link for access to this video:  Analytics Manger 7.4: Create a Template & Thing for Real-Time Scoring Part 1 of 2

This video will walk you through the first steps of how to set-up Analytics Manager for Real-Time Scoring. More specifically this video demonstrates how to create an Analysis Provider and start ThingPredictor Agent. NOTE: For version 8.1 the startup command for the Agent has changed view the command in PTC Help center.   Updated Link for access to this video:  ThingWorx Analytics Manager: Create an Analysis Provider & Start the ThingPredictor Agent