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We are happy to announce that Flexible Data Modeling is released in general availability in the April release. The stability and set of features is at a good state, but will of course be improved over the next months. The early adopter group will then be closed, and all content will be moved into the open community here on Hub.

Would you like to develop an end-to-end, production-ready solution with Cognite Data Fusion? We have a new training for you!The new Cognite Data Fusion Delivery Bootcamp is an intensive 5-day training program focusing on a complete deployment, combining the different steps with DevOps best practices from CDF bootstrapping to solution deployment, monitoring, and operations.Each day explores a different step of the deployment:Day 1: Configuring Cognite Data Fusion and the Azure Active Directory to set up access control. Day 2: Data creating pipelines and integrating data into Cognite Data Fusion. Day 3: Running integrations and calculations in Cognite Data Fusion. Day 4: Transforming and contextualizing data. Day 5: Unlocking the value of data and solving a use case by visualizing data.You can now preregister for the bootcamp on Cognite Academy, where you will find the available dates and an information package.Preregister for the bootcamp on Cognite Academy.Learn more about the bootcamp

Executing a SQL Transform joining 2 tables from Raw and writing results to a 3rd Raw table.Perhaps there is a syntax issue? Not sure if it matters but I noticed the error msg omits some backticks like here:'ChemPlant.`Alarms-2-INActive`.EventAssociationID' there is no backtick before Event… Thank you.SELECT `ChemPlant`.`Alarms-2-INActive`.`EventID`, `ChemPlant`.`Alarms-2-INActive`.`SourceName`, `ChemPlant`.`Alarms-1-Active`.`EventTimeStamp`, `ChemPlant`.`Alarms-2-INActive`.`EventTimeStamp` AS AlarmOffTime, `ChemPlant`.`Alarms-2-INActive`.`Message`, `ChemPlant`.`Alarms-2-INActive`.`Active`, `ChemPlant`.`Alarms-2-INActive`.`EventAssociationID` as key, `ChemPlant`.`Alarms-2-INActive`.`EventAssociationID`FROM `ChemPlant`.`Alarms-2-INActive` INNER JOIN `ChemPlant`.`Alarms-1-Active` ON `ChemPlant`.`Alarms-2-INActive`.`EventAssociationID` = `ChemPlant`.`Alarms-1-Active`.`EventAssociationID`Error Message:Cannot resolve 'ChemPlant.`Alarm

Are ANSI escape sequences planned to be added to the Cognite Function logs? For now, it seems to be impossible to make the text bold or change the color of the text inside the function logs. 

 Exciting News!  We are thrilled to announce the launch of a remarkable customer story featuring Aker BioMarine and their incredible journey with Cognite Data Fusion. We invite you to dive in and take a look at the incredible results they achieved! In a nutshell, here are some impressive highlights from their collaboration: 3 million data points were contextualized, unlocking valuable insights and driving informed decision-making 56% reduction in unit cost of operation within just two years, demonstrating the power of optimized processes and data-driven strategies A remarkable 73% reduction in downtime due to improved operations, ensuring maximum productivity and minimizing disruptions2x increase in output with the implementation of cutting-edge machinery, taking their operations to new heights!Want to explore this inspiring success story in detail? Don't miss out on the opportunity to learn more. Simply visit the link below to access the full story:  Link to the Customer Story: Aker B

Hi, There are raw data files which are used to perform computations (yield tracking measures ) that uses tons of input data attributes to compute the metrics. Currently, VBA macros (excel) is used to perform the calculations and publishing the outputs. WE have to transfer the computation within CDF. Can we use cognite functions in this regard?. Is there a way to create python script that can perform these calculations within the CDF. If not, should we create some external cloud based construct like Azure functions or Lambda routines?Please share some examples are snippets that can help to perform this project task.

Hi community members, Many of you have likely heard of – or directly experienced – the industrial data problem that stands in the way of the success of Asset Performance Management (APM) strategies and solutions.In light of this, we wanted to share an insightful report recently published by Verdantix that highlights these challenges and compares APM vendors on the market today.We’ve summarized the key findings from this report as a guide for asset-heavy organizations seeking to invest in Asset Performance Management software. Click here to read more on our blog.We genuinely value your input and would love to hear whether these challenges and proposed solutions resonate with you too? Your thoughts and experiences are important to us as we continue to explore ways to overcome the hurdles faced by the industry. Thank you for being a part of our community, and we look forward to your valuable thoughts!

​​​​​  I am able to browse ds-basics ,  cdf-fundamentals        ….etc

I have been using RAW tables and creating a final table out. After creating a transformation, I could see the number of rows as ~8000 but that's a wrong number. After changing the transformation a bit, now I got the correct number post running the transformation which  is around 4000 but the final RAW table isn't changing.I could see that the table isn't being overridden with the new data. Can anyone explain me why? Thanks in advance!

“So, what actually is contextualization?” As a Cogniter, this has to be the question we get asked most frequently. From customers, partners, and peers, as well as family and friends.If you’ve asked yourself this question, then I’d highly recommend reading this blog post where @terjelo offers a great (and simple!) definition, as well as a real-world industrial example. Hopefully it’s something you’re able to use when your colleagues ask you more about contextualization! contextualization (noun)Contextualization is the process of identifying and representing relationships between data to mirror the relationships that exist between data elements in the physical world. The result is a richer data model that is greater than the sum of its source systems.

Hello team,We have ingested 15671 instances on an indexed model.While trying to view the data on the data managment tab on the fusion UI, we are getting 408 error.When we try to query the data through GraphQL, even if we apply limit of 1 we are getting the same response.Error message: {  "title": "",  "message": "Client request(POST https://westeurope-1.cognitedata.com/api/v1/projects/slb-pdf/models/instances/query) invalid: 408 Request Timeout. Text: \"{\n  \"error\": {\n    \"code\": 408,\n    \"message\": \"Graph query timed out. Reduce load or contention, or optimise your query.\"\n  }\n}\""}Details of the model:space: gb_MovieDMdata model:  Avocet data model

If I have view B which implements view A, in the definition of view B do I need to list the properties (e.g. container mappings) that are “inherited” from A? I noticed that if I don’t list them, this works fine the first time when view B is created (I can see the inherited properties automatically included), but if I try to update view B (even if nothing changes) the call fails saying that there is a change in the property list and the version needs to be changed. I’m assuming this is because the inherited properties are missing from the definition. Is this behavior by design and I have to explicitly list the properties, or would it be considered a defect?

HI, May i know how to schedule a refresh in Power BI for Cognite as i am facing below error?When i try to schedule, i see it is disabled for me.I tried to install the gateway locally as well but it says installation failed.While establishing the connection with CDF on PBI desktop i get pop-up as third party connector. Does that mean PBI service doesn't support scheduling for Cognite?Please help.TIA.Regards,Arati

Hello, it’s kind of easy to get all edges via rest api, but how i can filter them by start node? It’s not clear from documentation how to create such filter. Or any other approach using rest api will help me.{ "instanceType": "edge", "limit": 1 "filter: { "property": [], "value": "value" }}My filter is not correct here, but what I want is to filter all edges where “startNode”: {“space”: “name-space”, “externalId”: “some-id”}

Have a feature request or idea for a new and improved functionality?Then we want to hear all about it! We’re constantly working to improve the Charts product experience.You can choose to either create a dedicated post (topic) in the Charts group by clicking the Create topic button OR simply post a reply below in this thread. Remember to say whether your feature request is Nice to have, Important, or Critical to you and why. Screenshots, sketches, or explanatory videos are also encouraged. 

Hey!In our tooling for Power Analysts we compute synthetic-timeseries for them to evaluate scenarios of flow exceeding a threshold  value.     In the current implementation of  SyntheticTimeseries only Average and Interpolation aggregates are allowed. This leads to scenarios where zoomed out (and down-sampled) views of data computed through the SyntheticTimeseries API displays non-informative values. Consider the example below, where the top image is the un-aggregated addition of two timeseries, and the bottom is with the use of SyntheticTimeseries.  

Hello Team,i have deleted some of the events from cognite but still i can see its present and when i click on that then it’s giving resource not found. can anyone please help what can be the issue.and also I am trying to delete all that also not able to delete due to previous issue.PFA. 

Hi Community!Check out a recent interview with Cognite’s CTO, @Geir Engdahl, discussing the potential implications of generative AI on asset performance management (APM). The interview covers what ChatGPT is and how it works, its potential human and knowledge worker implications, and what to expect from ChatGPT in the APM domain. Our opinion: generative AI is the breakthrough technology the industry needs to deliver the “iPhone moment.”What do you think? Does ChatGPT have the potential to transform legacy asset performance management processes, and if so, how? @Eric Stein-Beldring   

Is there any known limitation in cognite-sdk-dotnet to be consumed in enterprise solution?

Could you please suggest how to limit source?

I was trying to upload a machine learning model file in pickle format of size 5GB. I observed that whenever the file is getting uploaded, the size of the uploaded file is 969 MB. The entire file is not getting uploaded. Only a part of it getting uploaded.Are there any restrictions on size for file upload ? Can we increase the that restriction while uploading?

https://github.com/cognitedata/cognite-sdk-js/tree/master/samples/react/msal-browser-react, I am trying to run npm install and $ REACT_APP_CDF_PROJECT=... REACT_APP_AZURE_TENANT_ID=... REACT_APP_AZURE_APP_ID=... npm startgot the following error:node:internal/modules/cjs/loader:1024  throw err;  ^Error: Cannot find module '/Users/kevin.peng/code/cognite/cognite-sdk-js/samples/react/msal-browser-react/start'    at Function.Module._resolveFilename (node:internal/modules/cjs/loader:1021:15)    at Function.Module._load (node:internal/modules/cjs/loader:866:27)    at Function.executeUserEntryPoint [as runMain] (node:internal/modules/run_main:81:12)    at node:internal/main/run_main_module:22:47 {  code: 'MODULE_NOT_FOUND',  requireStack: []}

type SimulationModel { modelName: String! nodes: [SimNode]}type SimNode { modelName: String input: [Key]}type Key{ modelName: String unit: String}With the above sample schema, I am able to fetch all the SimNodes together with their Keys for a specified SimulationModel instance using the GraphQL:query MyQuery{ listSimulationModel(filter:{externalId: {eq : "00000000-0000-0000-0000-000000000000"}}){ items { externalId modelName nodes(first:100){ items{ externalId modelName input{ items{ externalId modelName unit } } } } } }}How to do do the same with the APIs, could you give an example? Not sure which API should be used(instances/list, instances/byids, instances/search, instances/query). 

Currently, we choose the Instance Space same as Data Model ? What is the purpose of Space ? When we need to create one different with data model ? thanks :)

while using python sdk 5.10.5 and downgrade versions getting issue like 'CogniteClient' object has no attribute 'datapoints'.With latest version getting error while hitting micro service. Please find below  file for your reference.