Integration

So I’ve been experimenting with using FME to build specific AI agents/agentic workflows.I’m using OpenAI’s API and leveraging function calling. It’s been quite fun and a really good learning experience. You can let the agent make decisions - if you give it tools to use then you can use looping transformers to let it use the various tools you give it, constantly updating it’s context. Looping transformers are a bit of a paint to work with and hopefully there could be something done in this space to make building these tools in FME easier. I’m still not sure what the best way to do this is or even if it makes any sense to use FME for this but I made some progress anyway:for example: should the tools be other CustomTransfomers for example or whole workspaces or maybe both. Should this be something somehow handled in Automations rather than a workspace? So many optionsSo far the agent isn’t interactive and I’m just

Hello everyoneFollowing this article I created (with the help of our IT folks) a OneDrive (Graph) web service with custom client and tenant ID values, and on using the Test feature I can successfully bring up the sign-in dialog, but my connection is repeatedly sent back for admin approval, even though I’m configured as an admin for the app, and the 365 admins approved my login.  On returning to the app I get this:A bit of web research leads me Microsoft’s troubleshooting topics, but I don’t know my way around.  Our 365 environment is pretty locked down, but IT say I should be good for the app.

Hello ! Does anybody have a clue how to transform a polygon reprensenting a text to a text ? See attached image.

Hello everybody,I hope this is a the right place for a FME Realize question as this is about mobile apps (or is there a Realize subforum I missed?) otherwise please don’t hesitate to move this thread. I am just starting out with FME Realize and I noticed some weird behaviour and was wondering if this is only because of GPS position fluctuations or because of something else.I placed spheres at these two points:When I place one via rotating/moving and lock the model the other one is quite a bit offset. I doubt it is because of my data, as it is measured by a trusted surveyor.  Correctly placed sphere and line.When I

Hi Everyone, Looking for some assistance, I’m using FME 2023.1.0.0 trying to migrate some existing Survey-123 forms and data with attachments from ArcGIS On-Line to our new Enterprise portal.Our survey-123 form has a singular photos field for tracking a picture of the bus stop, it also has a repeatable photo’s field (table) where the inspector is able to take and attach multiple deficiency photos to the stop if one exists.  In FME, I’m able to read in the AGOL feature service that hosts all of the survey information, I’m also able to write out the tabular information from the point layer to the new Enterprise feature layer that was created when I saved the Survey-123 form in Enterprise.The part that I’m currently struggling with is getting the singular photos to attach when writing the tabular information out to the Enterprise feature service so when I view the points in ArcGIS Pro, they appear in the attachments tab of the attributes editor like they currently

I would like to hear about everyone’s experience with “Observability” of “FME Flow” in understanding it’s health and operational usage (for example, including FME Flow in a “trace” or understanding/correlating logs in relation to metrics)My context, I’m working on maturing our GIS stack to a completely new level. Modern Observability is a major objective for us.Now, I’m working on a design and architecture where our observability platform will be able to tell us about an operation “end to end” with traces, give a high level view of failed jobs/automations/etc at a high level BUT allow us to view errors in jobs AND the system at a high level in order to know when users may be experiencing issues early on.Mainly, we want observability that will help us see wherever our users start having issues and make “incident” management a little easier for diagnostic stages.NOTE: I’m looking at the Grafana LGTM Stack as an option for us but I’d really like to hear abou

Hello,I currently have some workbenches which access APIs and hence have secrets within them, which is fine when this is secured on FME Flow. I also want to set up version control, and have all of my workbenches uploaded to remote repo, GitHub. TLDR: How can I secure my API secrets on GitHub?So far I’ve looked into:encrypting my workbenches  https://support.safe.com/hc/en-us/articles/25407644298637-Password-Protection-for-FME-Workspaces this seems OK, but doesnt truly secure the api secrets, it does add a level of security but it could be better Storing my API keys as published parameters on FME Flow this may be hard to manage, especially when trying to run/debug/design any API workflows

Hi Community!Is there anyone who has experience regarding interaction/integration possibilities of FME with Microsoft Copilot? Maybe in connection with image recognition tasks?Thanks in advance!Cheers,Christoph

I need to send three files to an API. When I do it directly via the API, I have no issues—the files are sent and I receive status code 200. However, when I try to send them through FME, I can’t get it to work. Am I making some configuration mistake in FME?

I have a set of feature classes inside a File Geodatabase, which I read using the "Single Merged Feature Type" option in FME. After reading, I perform some analysis on the data.At the end of my workflow, I want to write the results to a new File Geodatabase. I'm using a Dynamic Esri Geodatabase Writer because I want to write each input feature class as a separate output feature class, keeping the original names — but with a _buffer suffix added to each.🔹 Goal: If the original feature class was Rivers, I want the output to be Rivers_buffer.🔹 What I've Tried: I used an AttributeManager to set:fme_feature_type = @Value(fme_feature_type)_bufferI also tried setting:fme_schema_feature_type = @Value(fme_feature_type) (before overwriting it)But I keep getting this error:Esri Geodatabase Writer: Feature Type Definition 'Rivers_buffer' was requested, but not defined.🔹 Additional Info: The writer is fully dynamic.I believe t

Please be careful when using web connections:I think for most users this is probably a given, however, I’ve just seen something used practice which I thought was a little risky.When using web connections in FME, FME is not checking the hostname when making the request to an end point. This is true at least for some types of FME Server web connections but I assume it’s also true for others. If you have defined a service which uses a web connection you should only use that web connection when you actually need it. For example if you are dynamically requesting a list of URLs and only one of them requires authentication do not use the web connection for every request - especially if it’s to a different host. You will be sending the token or (in the case of basic HTTP Authentication) the username and password to those other servers. If you are not even checking the list of URLs then of course you could be making requests and sending out you

Can it be possible that key descriptive words be extracted from a document to process vast quantities of data using FME with the help of ChatGPT 5.0?For example: 3000 parcels with information from Costar (real Estate database) extracted for 10000 sq ft with property owners who are on the market to sell their land/properties.A query posed like that using ChatGPT 5.0 and n FME processing tool. Can that be done?

We are migrating to FME 2025.1 and I have a question about arcpy and the Emailer.I have a workbench with a Creator and a PythonCaller. In the PythonCaller I added import arcpy. Python Compatibility is set to Esri ArcGIS Python 3.11. This works.Now I want to add the Emailer transformer and I get the following screen:If I Choose Cancel, I get no Emailer.If I Choose Change Python Compatibility, I can add the Emailer. But now I the PythonCaller fails.To solve that, I need to Change the Python Compatibility back to Esri ArcGIS Python 3.11. But if I do this, I get the following screen:How can I configure my workbench to have both a working PythonCaller using arcpy an

We are migrating to FME 2025.1 and I have a question about arcpy.I set the Python Compatibility to Esri ArcGIS Python 3.11. I then add a PythonCaller. Now workbench asks me to change the Python Compatibility to Python 3.13+?  If I choose Cancel, I won’t get a PythonCaller.If I choose Change Python Compatibility, and I add “import arcpy” the workbench fails.What am I supposed to do to let FME 2025.1 run arcpy? Also for FME server.

Hi,I am using FME workbench 2024.1 to read an SDE database, every ting looks good, but tables can not be loaded. SDE database works in ArcGIS Pro, and the testing data connection in FME are also good. Anyone has experienced the same? 

Hello,Sorry for the inconvenience. We've never installed a floating license. Is there a process, or do I just need to specify where it's located?Thank you for your help.Regards.

We just started integrating data to GCP BigQuery by adding a system environment variable called ‘GOOGLE_APPLICATION_CREDENTIALS’ and pointing that to the service account key file. I am anticipating a need to integrate with a different BigQuery and would like to know how to run parallel integrations to two different GCP accounts. Any thoughts? Thanks.

Hello everyone,We are encountering an issue when using the SharePointOnlineConnector. My colleague, who is a member of a SharePoint site, was able to retrieve all files from the site using the HTTPCaller. However, when attempting to retrieve the same files using the SharePointOnlineConnector, not all files are returned. We are unsure why the SharePointOnlineConnector does not return the complete list of files from the site. For further clarification pictures are added:My colleague can access a specific list in Sharepoint itself (Codes)In the SharePointOnlineConnector, after connecting to the same Site, the list Codes is not available to him. Codes is a List and not a Document. Maybe that might be the reason why Codes is not available? 

Hello everyone!So I’ve had a workflow run fine for the past 2+ years. It involves using HTTPCaller to send a GET request to our OpenText ContentServer repository and download a csv document as an attribute for further processing.It appears that at some point in late June, the service credentials we’d been using all along are no longer working in FME or something because we’ve been consistently getting a 401 error in the rejected features port of the HTTPCaller. We’re seeing this behaviour in both FME 2022.2 and 2024.2.The thing is, the same credentials will work fine when the URL request is done manually through the browser.The setup has originally been NTLM, with the service username and password passed from User Defined Parameters. When I check ContentServer’s authorization settings through the browser’s Developer Tools it still shows up as NTLM too, so that hasn’t changed.I’m hoping for any ideas or leads that I can look into. Is it possible tha

I would like to use Flow to send an email once a record is being added to a survey123-form in Arcgis Online. This email should contain the record fields and attachment (image file, 1 for every record). When using a webhook + workspace in Flow I am able to sent an email with the record fields using the emailer transformation.However, I am not sure how to send the attachment (without placing it on the server first). I am not sure what I should fill out in the 'source file' field in the Emailer transformer.I tried:inserting the attachment url first converting (with RasterExtractor) and then using the rasterblob.Both send the items to rejected.What should I fill out here?Or is this not possible without first downloading the image?

Hey!I was wondering what the best practices are when it comes to updating a sde table that has archiving enabled. I have a few tables in a sde database that I need to update regularly. These tables have archiving enbaled and the tables have between 100,000-900,000 records.I have noticed that when I want use “Truncate Existing” in my sde writer that it takes a long time (I’ve never actually had the patience to let it run to completion… I usually cancelled it after a few hours)If I use the “SQL To Run Before Write” to truncate the table before I write to it, all the “archived” data gets lost.If I use the arcpy function “Truncate Table” in a Python Caller right before I write the data to the table it works really well, it doesn’t take too much time and the archiving function is working as well. I guess one other option would be to detect all the changes and only update those rows but for different reasons this makes the workflow a

I’m currently dynamically reading web feature service layers by using a feature reader and trying to write them up to AGOL. I have no issues dynamically writing to a File GDB, but if I attempt to write to AGOL, I only get a Python KeyError, which isn’t telling me anything. Message Type: fme::internal::_v0::py::ExceptionPython Exception <KeyError>: 'Cadastre_Address_LGATE002'ARCGISONLINEFEATURES writer: An error has occurred. Check the logfile above for detailsThis only occurs when I want to write dynamically to AGOL, if I just write the exposed attributes it functions. Is there any way around this? I’m aiming to use one workspace to read in the features based on parameters, and write it out using parameters, as a way of creating and updating feature services.I should note that it seems to be half creating the feature service itself, but when it comes to write any features to the newly made feature service, the error appears.Thanks

Hi FME enthusiast,               I am trying to read a large size of shape file using fme form (formerly desktop) where the file size 2GB. when I select the file in the esri shape file reader and try to add in workspace I am get the error like image attached below.The server have enough space to perform but I am receive error attached. Did anyone have face this issue earlier?. If anyone have any suggestions, all would welcome. Thanks in advance.!Notes: These shape files are exported from Smallworld using FME only.  I am using FME Desktop 2020.1.1.1 32 bit version.   

Hi All,I'm still somewhat new to FME and am hoping someone can advise me.Through another workbench I have been able to gather a a list of service URLs from an AGOL. I would now like to automate the process of creating a new item in ArcGIS Portal via the New Item > URL workflow.I have looked through the Esri ArcGIS Portal Feature Service Reader/Writer and a few other transformers but none seem to accommodate for creating a referenced item via URL. Google is leading me nowhere either.Any advice or pointers?Thanks very much for your time! 

Hello All,  We use FME server 2021.2 as an integration platform and it is not configured for HTTPS. Organization internal systems call our FME workbenches via webhook. ArcGIS Portal Feature Service Reader fetches data from ArcGIS portal feature service. It executes successfully most of the time but fails very intermittently causing data discrepancy between different systems. The failure message is: ArcGIS Portal Feature Service Reader: SSL certificate verification failed for host 'xxxx.xxx.com'. HTTPS connections may not be secure. Disabling verification of SSL certificates. Message: HTTPSConnectionPool(host='vgggg', port=443): Max retries exceeded with url: /portal/sharing/rest/generateToken (Caused by SSLError(SSLError("bad handshake: Error([('SSL routines', 'tls_process_server_certificate', 'certificate verify failed')])")))2025-03-05 11:15:58|   0.1|  0.0|INFORM|ArcGIS Portal Feature Service Reader: Getting item with ID 'c505638a9b