Community Discussions

UI improvement: mismatching UI elements

The color in the status bar doesn’t match the legend:

111

Kushagra MishraCommitted ⭐️

sandbox option

I come from a data analysis background, specifically working on anomaly detection in power plant equipment operations. I find Cognite to be a great learning platform.I would like to suggest whether it is possible to have a sandbox environment where we can practice using data and apply our own logic. Recently, I received communication from Cognite encouraging users to implement their own anomaly detection ideas, which is a great opportunity to learn and contribute.Having access to a sandbox setup with relevant data would allow us to build and test data models for anomaly detection. This would be beneficial for both learning and practical application, especially since the platform is closely aligned with real plant operations.

Marwen TALEBMVP ⭐️⭐️⭐️⭐️⭐️

Is there a way to accelerate CDF function deployments?

Hello, We have around ~10/15 CDF functions. We deploy these functions via cdfToolkit.We notice that deployment of new version of a function takes around ~10min in order for it to be fully available. In the worst case where we modify a common module used by all function, redeploying of all functions can reach ~30-40mins. During this time these functions are not available and results in a failure in the dependent high frequency workflows. We wonder if there is a way to accelerate deployment of new function versions. Thank you!

473

Markus PettersenMVP ⭐️⭐️⭐️⭐️⭐️

Broken link in the data modeling section

The documentation link takes me to a 404 page:

141

Anders BrakestadSeasoned ⭐️⭐️⭐️

Atlas AI Query Tool: Resolve graph relations for deterministic agent evaluationGathering Interest

Hello :) Use caseAs an AI evaluation engineer, I want graph relations returned by the agent to be resolved into the underlying equipment and time series instance IDs in the structured JSON output, so that recall metrics reflect the instances the agent actually identified, not only the relation objects it retrieved. BackgroundI am evaluating agents that retrieve process data from an industrial knowledge graph in Cognite Data Fusion. I use a simple Python-based recall evaluator that compares expected equipment/time series IDs against IDs returned in the agent’s structured JSON output. Current behaviorThe agent may identify the correct equipment or time series in the natural-language response, but the structured JSON sometimes only contains the relation objects it used to infer them. This is mostly invisible to the end user, because the answer can still be correct. The issue is automated evaluation: correct retrievals may be undercounted because the expected equipment/time series IDs are

242

Makoto TonoPractitioner ⭐️⭐️⭐️

InField Checklist PI data comparison (Fujioil request)New

It would be great if they could compare InField data with PI Data directly within InField checklist. The attached file shows InField values, but they would like to be able to display them for comparison with instrument readings (PI Data).

802

3 days ago

Kubota MamiSeasoned ⭐️⭐️

【 Canvas / Charts】Request for Ownership Transfer FunctionalityParked

Currently, when a Canvas or Chart is created, the creator is automatically assigned as the “Owner.” We would like to request the implementation of a feature that allows ownership to be transferred to another user.BackgroundIn our operations department, Canvas and Charts are used for long-term operational monitoring. However, the primary person in charge changes relatively frequently. Therefore, we need a mechanism that allows ownership to be transferred smoothly to the next responsible person.From a long-term operational perspective, having the original creator remain as the owner even after role changes or internal transfers raises concerns regarding internal security and governance.For these reasons, we would greatly appreciate it if an official ownership transfer function could be implemented.Additionally, @Shun Takase-san from Nippon Shokubai commented that since Canvas and Charts can be searched by the creator’s name, having the current responsible person listed as the creator si

1092

Win Nie ChoongCommitted ⭐️

Cognite Data Type Change String to False

Help! I am currently facing an issue where the dataset data type is set as string = true, whereas it should be false (numeric). As a result, the chart is not displaying any data due to the field being treated as a string.However, when I download the dataset as a CSV file, the data is present. Could you advise if there is a quick fix on your side to convert the data type from string to numeric?

131

Win Nie ChoongCommitted ⭐️

Help Needed to Change Cognite Data Type

I am currently facing an issue where the dataset data type is set as string = true, whereas it should be false (numeric). As a result, the chart is not displaying any data due to the field being treated as a string.However, when I download the dataset as a CSV file, the data is present. Could you advise if there is a quick fix on your side to convert the data type from string to numeric?

Win Nie ChoongCommitted ⭐️

Help Needed to convert Data Type

321

Andre AlvesMVP ⭐️⭐️⭐️⭐️⭐️

Removing a Deployed Flow App from a Cognite Cluster

Is it possible to remove a Flow App from a Cognite cluster after it has already been deployed?

101

Oussama ALLALISeasoned ⭐️⭐️

Transformations — Non-deterministic silent upsert when duplicate externalIds are split across workers: request for configurable deduplication strategyGathering Interest

Observed behaviorWhen a CDF Transformation produces rows with duplicate externalId values , the behavior depends on how CDF partitions the data across workers:Duplicates within the same API request (same batch) → the API raises an error → the transformation fails visibly ✅ Duplicates split across multiple API requests (different CDF partitions/workers) → each request succeeds individually → the transformation completes with status "success", but which version of the node was actually written to the knowledge graph is unknown and non-deterministic ❌ProblemThe second case is the dangerous one:Silent and invisible — the run reports success, no alert is triggered, no engineer investigates. The data in the knowledge graph may be incomplete or wrong with no trace. Non-deterministic — which duplicate "wins" depends entirely on which CDF worker flushes first. Two identical runs on the same input can produce different results. No user control — there is no way to express intent: "fail if duplic

272

cwsilvaCommitted ⭐️

How to get Early adopted for document parsing

How to get Early adopted for document parsing, i got 3 environments in the request - https: //cognite. zendesk. com/hc/requests/18058. please can someone make it available for us in those 3 environments ?xom-upstream-devxom-upstream-testxom-upstream

151

cwsilvaCommitted ⭐️

Document Parser(New Adopter]

May our 3 projects have access to Document Parser as an Ealier adopter ?i have opened this request - https: //cognite. zendesk. com/hc/requests/18058

201

Soumaya ZAMMITSeasoned ⭐️

MongoDB extractor

Hi,We're using the Cognite DB extractor (version 3.9.2) with a MongoDB database (Azure Cosmos DB via the MongoDB API) and are trying to set up incremental loading.The documentation for mongodb (https://docs.cognite.com/cdf/integration/guides/extraction/configuration/db#databases.mongodb) doesn't mention the use of start_at and incremental_field but after testing them and looking at the debug logs, we can see the extractor sends the {start_at} placeholder literally without substituting the state value. My questions are: 1. Is start_at substitution supported at all for MongoDB JSON queries, or is it SQL-only? 2. If incremental loading is not supported for MongoDB, is there a recommended workaround?Thanks.

1017

6 days ago

Shun TakaseMVP ⭐️⭐️⭐️⭐️⭐️

【Charts】 Make Scheduled Charts Easily Identifiable in the List ViewGathering Interest

This idea is related to a previously submitted request:https://hub.cognite.com/product-ideas-492/charts-canvas-streamlit-lock-feature-to-prevent-accidental-deletion-6058?tid=6058&fid=492In most cases, charts with scheduled calculations are highly important. However, currently there is no clear way to distinguish them from regular charts in the list view, which creates a risk of accidental deletion.If a scheduled chart is accidentally deleted, the schedule itself may continue to run, but users would no longer be able to review or verify the calculation logic.To prevent this, it would be helpful to have:A clear visual indicator showing that a chart has a schedule configured, so it can be identified at a glanceA warning message when attempting to delete such a chartAdditionally, it would be even more useful if there were a filter option to display only charts with schedules.

221

6 days ago

Shun TakaseMVP ⭐️⭐️⭐️⭐️⭐️

【Charts】 Ability to Apply Calculation Results to Historical Data in Scheduled JobsGathering Interest

When scheduling calculations created in Charts, the calculated time series is currently written starting from the time the schedule is configured. However, there are many cases where we would like to apply these calculation results to historical data as well.For example, it would be helpful if users could specify a start point in the past using options such as:・“6 months ago,” “1 year ago,” or “3 years ago” from the current date・A specific date and timeWould it be possible to add an option that allows users to apply calculation results starting from a user-defined point in the past?

150

7 days ago

Prasant PandaActive ⭐️⭐️⭐️

integrated Supply Chain

what are the typical use cases that Cognite AI can solve Integrated Supply Chain challenges?

512

9 days ago

Marius KylloCommitted ⭐️

InField: Sync Y-Axis in compare trendsGathering Interest

The “Compare trends” function in the trend view is a great functionality to compare different trends. Today the Y-axis of the graphs does not align when comparing multiple trends. For example in the trend view below, the Y-axis of the purple trend is way higher than the axis for the blue trend line. 45% and 100% is placed at the same position. It is possible to manually zoom in and out on the Y-axis and then align but it would be better if there was a way of aligning Y-axis on a more user friendly way or alternatively that the axis are lined by default :-)

211

9 days ago

danielferrazExpert ⭐️⭐️⭐️⭐️

Cognite Data Source for Grafana v4.5.0 - Core Data Model featuresNews

We've just released v4.5.0 of the Cognite Data Source for Grafana, with a focus on making Core Data Model (CDM) the default path for new dashboards and bringing operational context (Activities) into your time series charts. This release builds on v4.4.0 and consolidates several capabilities that make Grafana a stronger fit for teams already working in CDM, or planning to migrate.What's new in v4.5.0Activities tab - a new query tab that lets you query CogniteActivity records directly in the editor, with filtering by Asset, Equipment, or TimeSeries. No GraphQL required. Activity annotations - overlay activities as shaded time regions directly on CogniteTimeSeries charts. Useful for visualising maintenance windows, planned downtime, or operational events alongside sensor data. Numeric time series auto-detection in the Data Models (GraphQL) tab - results with type "numeric" automatically fetch datapoints from CDF, removing a manual step in dashboard setup. Config editor overhaul - settings

994

11 days ago

Andre AlvesMVP ⭐️⭐️⭐️⭐️⭐️

New: Flows Custom Applications (Dune) + Updated Docs

Hi community!Cognite has just announced Flows Custom Applications (Dune). If you’ve been using the Dune documentation, please note that it’s now available at the updated link below:https://docs.cognite.com/cdf/flows

340

12 days ago

Bruce GeeCommitted ⭐️⭐️