Cognite Seismic Service [Limited Availability]

Hello we have very good news for you, Seismic Service reached Limited Availability. What does it mean for you? A more mature and resilient Software as a Service offering supported by Cognite, and only one step away from being general available. In this particular case the main difference between Limited and General availability relies on the specific cloud support vs a cloud agnostic offer. Why was the Seismic service built? Because seismic data is a key asset for many companies in the Oil and Gas industry, and it represents a big portion of the data a company might own. The reason for this is that seismic data by nature is very large and complex to store and access quickly. In Cognite, we built the Seismic Service that allows you to store data in the cloud, search for a particular seismic line and stream it in seconds. All these functionalities are powered by CDF. Seismic Service enables you to:  Have centralized access for 2D and 3D post stack seismic data Full control on who access the data through entitlement management Cut and download on demand Smart resource usage during data ingestion The Seismic Service provides full flexibility to build your own workflows to manage your seismic data on top of CDF, by exposing it through a Python SDK and a GRPC API. Feel free to let us know if you think this service might be a good fit in your business or if you have any questions related to it. On behalf of the entire Seismic team, we hope the service is beneficial to all of you.  Elka Sierra - Group Product Manager for Subsurface (Oil & Gas vertical)  

Related products:Early Adopter

Cognite Data Fusion Release: October 2022

Images contain essential information required for optimizing operations. This release of Cognite Data Fusion (CDF) introduces image and video management, where you can upload, organize, and explore the image and video data and add annotations to the images. With the new image contextualization API, you can detect assets tags, text and people using industry-relevant detection models.We've also made it easier to work with the data flow from a source system into CDF with the option to create, edit, and troubleshoot the extractors' configuration files in the CDF user interface.Read more below or watch the videos to learn more about this and other improvements in this release. Image and video management​Images contain information such as the time or location of a photo, a number on a tag, or rust on a pipe. Use the new Image and video management tool to upload and enrich images and videos to CDF. Then, organize and explore your images and videos in a list view, gallery view, or on a map and add or review annotations to the images. Read moreUsing the Vision API and the Python and JavaScript SDKs, you can find data based on visual content and link images to assets by analyzing the images with detection models, such as asset tag detection, text detection, and person detection. The person detection model protects privacy and complies with GDPR. Create and edit extractor configuration files in the CDF user interface​The Cognite extractors connect to source systems and push data to CDF. When you set up or want to change the extractors, you can now create and edit the configuration files to fit your requirements on the Extraction pipeline page. This will reduce the time and effort spent accessing the configuration file on the extractor's host machine and make it easier to iterate and deploy the configurations settings and investigate extractor run issues. Read moreWhen you're ready to apply the configuration to a production environment, we recommend setting up remote configuration files stored in the cloud using versioned files and continuous integration systems, such as GitHub Actions, or directly with the CDF API. Read more Point cloud visualization in 3D models​With improved point cloud visualization in the 3D digital twin models, you'll find the rendering of objects clearer, more uniformed and with higher fidelity. This will make it easier to distinguish which object is in front and which is in the back when looking at digital twins. Place measurements in 3D models​Use the Cognite Reveal SDK to measure simple point to point distances in 3D models by clicking to- and from-points. For example to fit a new piece of equipment in a designated location. The default measurement unit is meters, but the tool provides callbacks to allow configuring the unit.Historic time series​The CDF time series service now allows data points starting on 01.01.1900T00:00:00Z (1 January 1900), specified as milliseconds since the epoch. This means you can import a more complete time series history to CDF. Time should be specified as a negative integer value for data points prior to midnight on Jan 01, 1970, and as positive integer values for data points after.

Related products:Cognite Data Fusion

Cognite InField 10.16.0

Another week, another InField update! InField 10.16.0 has just been released 🎉 This release introduces two new features: value ranges and alarm limits for time series, and additional input types for gauge readings!View value ranges and alarm limits for time seriesInField now displays value ranges and alarm limits for time series if this is set up in the source system that streams data into InField.You'll see the alarm limits as labels on time series on the Trends page and listed on the Properties card on the Overview page. The alarm limits are sorted as LL (Low, Low), L (Low), H (High), and HH (High, High). You can show or hide these values with the Show alarm limits button.The value range is displayed on the Time series card in the sidebar on the Trends page. Alarm limits and value ranges are available on both desktop and handheld devices.Notice the new labels with alarm limits and rangeAdditional input types for measurement readingsIf you're setting up or editing existing templates for routine round checklists, you'll find more options for how the checklist users can enter measurement readings. In addition to numbers, you can now set Low, Normal, High, or In, Out, Up as a measurement reading values: You'll also see that the checklists reports show these measurement readings in the Value column. We are always listening to your feedback, and we would love to hear how we can make these two new features even better – feel free to get in touch! 👍🏻In addition to these two new features, we’ve also removed invalid documents – documents that are set with workflow status Void or Superseded are no longer available in InField.Let’s end this release note with a quick InField tip! 💡 Did you know that you can open a checklist directly from a work order? Simply select an open work order, navigate to the “Objects” tab, and click the “Open as checklist” button.That has been it for now – on behalf of the entire InField team, we hope you enjoy using InField and have a great day out there 🚀 Nicklas / Designer @ InField InField updates automatically to new releases, to make sure that you always have the latest and greatest version. Remember that you can always find the latest news about InField in our “What’s new?” section for InField on

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Cognite InField 10.15.5

Hello! It’s Nicklas from the InField team here to share a bit of good news: InField 10.15.5 has just been released 🎉Based on feedback from users of InField, our developers took some time to squash some pesky bugs with this version of InField. Two related bugs were causing problems for users on Apple iOS devices (such as iPads):Checklist items set to OK on an iOS device did not appear as complete when the items were synchronised with a desktop Checklist items added on an iOS device disappeared if you refreshed the page on the deviceIt took a bit of time to diagnose the cause of the issues, but we narrowed it down to connection issues between the iOS device and the InField database – they should now be fixed! A big thank you to our eagle-eyed and diligent users who reported these bugs! 👍🏻We also added a nifty little keyboard shortcut in this release. This update helps the users speed up the process of deleting multiple archived checklists by selecting a checklist under “Archived checklists” and pressing the Delete or Backspace key on the keyboard.Speaking of shortcuts, let’s end this release note with a quick InField tip! 💡 Did you know that you can set a task to OK just by holding down on the radio button for a second? It saves you a click!Feel free to let us know what you think about this latest release in the comment section below.On behalf of the entire InField team, we hope you enjoy using InField and ave a great day out there,Nicklas / Designer @ InFieldInField updates automatically to new releases, to make sure that you always have the latest and greatest version. Remember that you can always find the latest news about InField in our “What’s new?” section for InField on

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Cognite Discover Release 1.31.0

The Cognite Discover version 1.31 is ready and available.New Features & Enhancements In Stick Chart View,  view of trajectory card as user option  improved filter with inclusion of formation, trajectory and FIT/LOT next to Casing, NPT, NDS,  Section summary view of LOT / FIT graph as user option view of formation tops as user option adjusted casing shoe design - reflected also in Casing view Show wellbores meet / not meet the well filter criteria along with wellbore characteristics  Other option added to the document feedback Refactoring, optimization and code improvementFixed Bugs Well  Syntax search: The "Clear all" button is resolved after entering the name of a well  Stick Chart: Scatter view is now preserved when deselecting wellbores  The field filter option refreshes properly after selection on field drop-down menu  3D:  When click on `Others` button, left side panel getting disappeared Objects are under the correct light with the option overlay  When changing measurement unit, selected wells remains selected Vertical axis are correctly displayed  Table: Sorting by water depth is correct following data availability selection Casing: Show Details when clicking on “Details” drop down after selecting NPT events option from list  Trajectory: Change measurement unit from chart full view mode Geomechanics:  When pressure unit change, chart x axis label is changing according to selected pressure unit NPT & NDS filter dropdowns are now closing automatically Related document: The "Clear all" button is now active after entering the name of a well in the search box. NDS events:  Filters are kept even after change in measurement unit Column values are correctly updated after change in measurement unit Admin Settings Correct code definitions page  

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Cognite Data Fusion Roadmap - August 2022

In the first half of 2022 we have delivered some powerful capabilities to Cognite Data Fusion. Based on your feedback, customer insight and our strategic priorities, we shipped new functionality like no-code data analytics tools and convenient hosting of Python models, and expanded capabilities in data onboarding, 3D, and transformations. So far this year we've delivered on 9 of the ideas you've given us through the community. In addition, 23 of your ideas submitted in the community are either under construction or planned for development, worth a total of 149 votes from you and your peers. Thank you for your valuable contributions so far! This post is a summary of our main areas of improvement going forward. The main themes of Cognite Data Fusion for the next period are:Improve the User Experience. Invest in a more holistic product experience, with improvements for developers, data scientists and domain expertsStreamline data onboarding. Great first experience when implementing Cognite Data Fusion - with delightful and fast onboarding of new dataEmpower the builder. Reduce the cost and complexity of building solutions inside and on top of Cognite Data Fusion Roadmap Highlights Model your own industrial realityWe aim to increase the flexibility in Cognite Data Fusion’s data modeling capabilities, enabling you to: Scale your digital solutions across plants and sites by abstracting the underlying variations across systems into a single, stable data representation. Autogenerated SDKs provide an accelerated path to developer productivity Model the industrial reality the way you understand it, and according to your industry domain language and standards. Based on your own company standards, or international standards such as CFIHOS, ISO, CIM, etc. Easily build, manage and version data models that power your solutions both in a collaborative user interface – or deploy as code for version control and traceability Understand and find the data you need We will expand the data exploration experience in Cognite Data Fusion with enhanced search and filtering capabilities  Powerful search for documents with automatic classification and filtering based on metadata and information extracted from within the documents  Incorporate visual data and 3D to visualize, navigate and focus search for contextualized data. Traverse the knowledge graph to understand the structure of your data Improvements to Access ControlSecurely share data with customers and partners for collaborative scenarios with enhanced granularity on data access control with identity based access control with row-level security We look forward to sharing more on these capabilities as they mature and are released. If you want to follow our development and shaping of these and many other features of Cognite Data Fusion, use Cognite Hub to engage with us and stay up to date with the latest developments. Cognite Roadmaps are forward-looking and subject to change.

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Data Explorer Release - Cognite Data Fusion

In the last months we released several improvements in Data Explorer, Cognite Data Fusion UI. This is a first release post dedicated to Data Explorer and more will come. We have continuously releases and planning some exciting features in the following months so stay tuned :). We are revamping the whole user experience and we are really happy to get your feedback as we iterate. Please share your feedback and submit requests, we are constantly checking them out and integrate them in our product development.  New features:The search bar is moved to the top of the page and displays the search results count on resource types. Search improvements for Files name: better ranking by bringing the best matches first and adding support for partial match search for file name. You can reset your filters, and a red badge indicates that filters are applied. You can also collapse the More filters section. We've improved the navigation when you search for a tag in an engineering diagram, such as a P&ID. You can also choose to see the initial P&ID without the hot links by using the “Hide annotations” checkbox. When using time series, the Time Zone info is now available at timestamp hovering. Files are grouped by their document type on the Files tab. And it’s easier to distinguish the file types as now there is a specific icon and the file type name is more readable. You can reuse any Search and Filters you have applied. Simply copy the URL and share it with your co-workers. You can now sort in the metadata tables. When using relationships, there is a new column added which specifies if the resource type is a source or a target in a relationship. Fixed bugs:The search criteria you enter in the Search bar are now kept when you toggle between the different tabs in the explorer. On the Files > File details tab, you can scroll up and down the list of metadata to find what you're looking for. We've added a notification to let you know that you cannot upload files greater than 5GB. Now it’s possible to download metadata with data points for a given timeframe. The applied boolean filters are now showing up on the filter button when closing the side panel. When selecting the time frame, in the Data picker, the selection is applied immediately, the “Update Date” button is being removed. When the file is deleted manually, previously, the UI was giving an error - the error is now fixed. Infinite scroll is now working when grid view is selected. Renaming the tab “Children” with “Hierarchy”. Displaying when the root node is without children and the root nodes with children are displayed properly in the hierarchy. Relationship count is fixed and all relationship labels are visible. Various styling issues are fixed. 

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Cognite Data Fusion Release: August 2022

Cognite Data Fusion (CDF) makes data do more. This release focuses on rapid, reusable, and scalable industrial data science by introducing new code and non-code solutions. Read more below or watch the videos to learn all about the improvement in this release. Cognite Charts​Cognite Charts is a graphical user interface that lets domain experts explore data and trends and perform troubleshooting and root cause analysis. No programming skills are required to use Cognite Charts. Read more Cognite FunctionsWith Cognite Functions, you can deploy and host Python code for additional calculations and models using the data in CDF. Cognite Functions offers Python functions as a service, reducing the effort and expertise needed to deploy solutions using CDF data. Model data in your programming language and according to your company or industry standards, then call the code on demand or schedule regular runs. You can deploy Cognite Functions using the Cognite API, the Cognite Python SDK, and the CDF user interface. Read more Improved Transform data page​CDF Transformations has a new user interface to guide you through the process of transforming data from the CDF staging area to the CDF data model. The new interface is fully backward compatible with existing transformations. Read more.Improved Extract data page​The improved Extract data page makes it easy to find your best fit extractor and the installation files. You'll also find links to the Cognite Python and .NET utils packages and SDKs to get started creating a custom extractor. Read more.Improved Explore data page​Files are grouped by their document type on the Files tab. The search bar is moved to the top of the page and displays the search results count on resource types. You can reset your filters, and a red badge indicates that filters are applied. You can also collapse the More filters section. We've improved the navigation when you search for a tag in an engineering diagram, such as a P&ID.New Annotations API​CDF can detect references to tags and assets in engineering diagrams, documents, and images. The detections are often called annotations. The new Annotations API introduces strict schema validation to avoid invalid annotations and a well-defined flow for suggesting, accepting, and rejecting annotations. The API also enables third-party applications to enrich documents in CDF with custom annotations. Read more.Ensure geospatial data integrity using data sets​The geospatial endpoint is the entry point for resource types enabling storing and querying item collections with a geospatial nature. You can now use data sets to document and track data lineage for the geospatial features and feature types. Read more.3D models​You can now upload 3D models in IFC open file format to CDF enabling using CDF to process and host Building Information Models (BIM). 

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Cognite Discover Release 1.29.3

The Cognite Discover version 1.29.3 is ready and available.New features:Ability to set the legend for Non-Productive Time (NPT) codes on the Admin Settings In 3D View, the unit is now displayed for the measure distance option New feature, called ‘view mode’ to overlay multiple wells for trajectory comparison Improved colors for the NPT events Adjustment of favorite option with star icon inside well map card On the document feedback, the company name is shown below the username administrator can choose to assign a ticket to another administrator. Administrator’s name is searched dynamically as user types the name. Well result table shows KB elevation, Dog Leg Severity, Measured Depth and True Vertical Depth to understand the results of the corresponding well characteristic filtering. Improvement of No Drilling Surprise (NDS) clusters visible next to the Casings data Development of NDS Tree view When opening a favorite presenting well only, the favorite opens directly on the Well tab New tooltip component and Improved stability following dropdown component updateFixed Bugs On casing view, resolution of the overlapping texts with casing elements or other texts On 3D view, improved readability of NPT and NDS event description Depth values and unit are properly displayed as a function of the unit setting Fixed the clear of the document selection Zoom in and out on the map resolved Minimap works to show exactly location much better now Corrected the original path for the metadata of documents Search and close options remain close to the polygon when zooming in or out the map. Fixed the search on the exact page number for documents

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Cognite Data Fusion Release: June 2022

​This June release has several improvements for the end-user and the developer.  View more details in complex CAD models​To see more details and better understand the facility, we've improved the visual quality when you view large and complex 3D models.Also, we have improved the 3D processing pipeline and the load performance so that you can load geometry while the camera is moving. Note! To take full advantage of the improvements, you need to re-upload any 3D models processed before March 2022.A better user experience signing in to CDF​Signing in to the CDF user interface can be cumbersome if you don't know the authentication setup in your organization. With the new CDF sign-in flow, you only need to enter your organization's domain name and specify which CDF project you are signing in to. Your organization domain name is usually your company name spelled without spaces or an abbreviation of the name.Add your customer logo to the sign-in dialogs for a more personalized experience.Authenticate your CDF solutions​To allow the developer to focus on solution development instead of setting up authentication infrastructure, it's now possible to authenticate for solutions built on top of CDF without writing multiple lines of code. The @cognite/auth-wrapper is an OpenID Connect/OAuth 2.0 wrapper library written in JavaScript. It helps you retrieve an access token from any IdP that meets the OpenID standard, making it easy to sign in with our JavaScript SDK. Features in the authentication wrapper SDK include:NPM supported auth package Support for multiple auth flows Detailed documentation on how to use the package Detailed documentation on how to navigate key IdPs (i.e., Azure AD)Search, filter, and sort data in the CDF Data explorer​We've polished up the CDF Data explorer to make it easier to find the data you are looking for:You can reuse any Search and Filters you have defined. Simply copy the URL and share it with your co-workers. The search criteria you enter in the Search bar are now kept when you toggle between the different tabs in the explorer. On the Files > File details tab, you can scroll up and down the list of metadata to find what you're looking for. We've added a notification to let you know that you cannot upload files greater than 5GB. You can now sort in the metadata tables. We've fixed reported bugs and general styling issues.Increased number of columns for sequences​​Sequences now support up to 400 numeric columns (up from 200) and 200 string columns. Read more.DirectQuery support for Power BI (Early adopter)​​DirectQuery is a feature in Power BI that enables you to fetch data on demand and build Power BI dashboards with hundreds of time series and thousands of data points. With DirectQuery, no data is imported or copied into Power BI Desktop. Instead, Power BI queries CDF for the data every time you interact with the dashboard.Cognite Data Source for Grafana​The Cognite Data Source for Grafana now supports the CDF relationships resource type. You can fetch time series based on relationships in the Time series from asset tab and filter the relationships on data set, labels, and active relationships based on the time filter selected in Grafana. The new Relationships tab allows you to use Grafana's Node Graph visualization plugin or the new (alpha) custom visualization plugin available at cognite-grafana-relationships-visualization.Templates support (Early adopter)​We've added a new Templates tab to support the CDF Templates feature. Using templates with Grafana allows you to scale your dashboards dynamically when you add equipment. You can enable this feature in the data source settings.Read more about Templates and Early adopter.

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Cognite Discover Release 1.28.0

Context and IntroductionOn top of Cognite Data Fusion (CDF), the subsurface Cognite Discover application is an interface integrating existing tools and systems to give drilling engineers, well engineers, but also geoscientists and data manager, a single and secure access to multiple data sources. With Cognite Discover, you can find and explore structured data such as seismic data, well data and geospatial data, but also unstructured data such as documents, images, reports, spreadsheets using single or combined spatial search, syntax search and filters. This application is also a collaborative tool to structure search and findings with the possibility to share information within teams.The version 1.28.0 is ready and available!We are proud to present the version 1.28 with new features.On casing view, the user can see casing schematics on both sides. Previously, the user could see the casing schematic only on one side. In addition, the casing view provides information relative to the sea floor and water depths. Finally, the casing elements are clearly displayed with information along the measured depth.On casing view, the user can see along the measured depth, integrated information relative to Non-Productive Time (NPT) events and No Drilling Surprise (NDS) events. This is a way to understand visually the distribution of events with depth. It helps the user understanding the zones of potential risks in operations or in high costs for the next offset well.……………………..The NPT events have some acronyms which could be difficult to understand. The user has the capability now to get the acronym definition clicking on the “i” icon. It helps in sharing the same understanding of the NPT events and their risk types. If some acronyms are not yet described, the user is informed to contact his/her admin user to have it define. The admin user can then define the description on a dedicated area within the Admin Settings area under the Code Definitions page.…………………….Another feature available is on the trajectory view where you see 5 plots displaying the trajectories of the selected wellbores. By clicking on the Expand full sized view, you can see the plot in full screen. This improves the data analysis of the wellbore trajectories to understand the overall azimuth directions or the maximum depth and extension of your selected wellbores. Learn more about all the details in the comprehensive release notes. 

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The first Version of Power Market Operations is ready for operationalization [Beta]

Context and introductionAs liquidity increases in short term markets and market mechanisms evolve towards net zero targets, the sheer volume and complexity of data in relation to power trading activity has outpaced the capacity for prudent, optimal decision-making.With Cognite's product suite consisting of Cognite Data Fusion and Power Market Extensions, along with expert input from selected partners, we’re building the next-generation software capabilities designed for modern, data-driven power trading processes. The first Beta Version is ready for operationalisationWe are very proud to present the first Beta version of Power Market Operations to our partner customers. We are now entering a phase of stabilization before releasing to PROD and with that the opportunity to scale the product. Stay tuned.The product is relevant for market analysts, data scientists, production planners and traders who would like to improve data operations and power trading processes.The Beta version of Power Market Operations is the first step towards a fully integrated value chain, especially linking analysis with trading activities across all physical power markets, adding capabilities around continuously improving analyses, models and processes in real time on the basis of OOB benchmarking. This version of Power Market Operations is focused on improving the quality of day-ahead auction participation and helping production planners make decisions with a high confidence level.   The product generates a wide sample space on the basis of sophisticated scenarios for the bid matrix and can update the bid matrix based on events, such as price and water inflow. Cognite Power Market Operations uses event driven automation and frequent updates. By reducing the number of manual operations, it significantly shortens the day-ahead bidding process, and provides visibility around performance to enable quality improvement. Hence, production managers can use automated, detailed benchmarking to improve the process continuously.

Related products:Early Adopter

Cognite InField 10.12

This is an exciting release of InField that introduces the Sections feature for checklists based on templates.Sections make it possible to create neatly structured templates, routine round checklists, and checklist reports, with custom sections and subsections for logically grouped tasks.Checklist on desktop Checklist on mobile You can add sections and subsections to new and existing checklist templates if you're granted extended access rights to create templates. To create a section, click Create sections in the template creation view. Give the section a title, and move and indent checklist items that belong together below the section element. To create a subsection, drag and indent a new section directly below an existing section.Checklist items that don't belong to a group, you keep as is by placing them outside a section. You can format the section titles according to these guidelines. Select the Example button in the toolbar for inspiration for an example template with sections. FURTHER IMPROVEMENTSThis is the first version of creating checklist sections, and we'll continue delivering updates on this functionality based on your feedback. OPC UA time series dataStream OPC UA time series data directly from the control system to InField. On the Trends page and the Trends card on the Overview page, you'll see these time series labeled with OPC UA: View P&IDs on mobile unitsWe've learned that some users on some assets struggle to open P&IDs on mobile units. You may need to install a 3rd party file viewer for a particular P&ID document format on the mobile unit. Contact your organization's IT support for help with this.

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Cognite Data Fusion Release: April 2022

 Data governance is key to ensuring high quality throughout your data's lifecycle, and Cognite Data Fusion (CDF) has the tools and features to secure that the data meet your expectations. This release optimizes data management by introducing more granular access to data transformations using data sets.Read more about this and the other improvements for the CDF April 2022 release below. We cover the main features in the five-minute video above.  Scope transformation access to data setsProtect access to CDF SQL transformations from ungoverned actions and visibility by associating a transformation to a data set. Users will only be able to see and run the transformations associated with the data sets they have access to.- As a project admin granting users access to transformations, select the data sets a user can see and run transformations for under Scope in the Transformations capability dialog:        - As a user creating a transformation, select the data set you want to associate to a transformation in the Create new transformation dialog. Only users with transformation access to this data set can see and run the transformation.          This feature is also available in the CDF API, Python SDK, and Transformations CLI. Read more about transformations Ingest data into sequence rowsYou’ll now find Sequence Rows as an option in the Destination type field on the Transformations page in the CDF user interface and no longer need to use other developer tools like APIs and SDKs to ingest sequence rows into the Sequence resource type in CDF.        Develop applications using JavaAlready, you can build solutions using Cognite's SDKs. Now, we introduce the Cognite Java SDK to interact with the CDF v1 APIs. The Java SDK is optimized for data publishing and allows you to write data efficiently with the upsert function. The Java SDK covers core CDF functionality, such as contextualization and data extraction. You’ll find all the info you need in the cdf-sdk-java repo, and we have updated the Cognite API documentation  with code samples on how to perform tasks with the Java SDK. Change isStep setting for ingesting time series to CDFWhen you stream time series data points into the CDF data model, the interpolation between the data points is controlled by the isStep property on the time series object. You can now change the isStep property value without recreating and re-ingesting the entire time series.

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Release 1.22 of Cognite Maintain

​Hello from the Maintain team!We’ve been focusing heavily on the future of scheduling. We’re happy to release significant changes to this feature as well as updates to the workspaces functionality and a standard slew of bug fixes.Scheduling upgradesWe’re introducing several new upgrades to our scheduling component, and laying the foundation for upgrades to come!You can now create operations. These operations are tied to Maintain and are used for ‘noting down’ new operations that are required. Once you have finalized your changes, you can export these and add them to your source system (e.g., SAP). You can adjust the granularity to see your schedule in a day, week, month, or year view - making it easier to view longer-lasting plans. You can drag and drop operations to reorder them to make the most sense to your plan. Drag and drop bars are now more user friendly and easier to do. The trade matrix will now use the number of workers as a baseline instead of the number of work hours each day. This will be the foundation for the teams concept coming up the next half year. We’ve given the page a new design refresh to make the experience cleaner and easier to use. Finally, we have added a selection of filters for you to use specific to the scheduling page. For example, filtering by the type of operation phase (Pre, Post or Exec).Workspace upgradesWe’ve given the stamp tool a redesign. We also have added a base set of P&ID symbols that you can use as stamps. You can upload images to CDF and use as stamps. If a document physically covers another document on the page, you can now move it between layers. You can now swap between pages of a PDF.Integrity and Major Risks DashboardWe have made multiple changes to improve the performance of the IMR-dashboard.Other updatesWe have improved the filtering options selection to be more performant and included the number of options this filter has.Bug fixesFixed issue with rendering suggestions. Comments tool in workspaces now works again. Fixed issue where the material status did not show on work orders. This release also contains bug fixes to improve performance and user experience.Behind the scenesWe’re looking forward to booking meetings with super users from our customers to start validating our roadmap plans for the upcoming months! Several users have raised some exciting ideas that we are developing a concept around. We hope that these will further increase the value of Maintain going forward. Head on over to the Maintain Group on Cognite Hub to learn more about specific features, what’s to come, and post a question if you have one!

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Cognite BestDay 2.0

 We're very excited to present BestDay's all-new deviation and deferment handling workflow.Detect production deviations for your overall production throughput - your total hydrocarbon production - on a daily basis, analyze and investigate the data using multiple new panels on the KPI page, then classify and group deviations as you see best fit to transition into BestDay deferments. When you have handled the deviations, you can export and ingest the BestDay deferments back into your source system.  The BestDay capacity and production deviation calculations are now based on total hydrocarbon production. This means that the BestDay capacity and deviation volumes include the well main hydrocarbon product (such as oil for an oil well) and the hydrocarbon side-products (such as associated gas for an oil well) in one single Best Day capacity daily number per well. The BestDay daily identified production deviations volumes exclude deferment volumes recorded in the source system on the day of the BestDay capacity calculation. This means the source deferment events do not need to be attached to BestDay deviations as these are two separate volumes. You can verify the production and deferment volumes available in the system at the time of the BestDay capacity calculation in the detailed description of the BestDay daily production deviations. This means that if a deferment event and volume have been added in the source system after the BestDay calculation, you can check the values at the time of the calculation. Learn more about all the details in the comprehensive release notes.   

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Cognite Data Fusion Release: February 2022

The Product Release Spotlight Webinar recording for February can be found here. Cognite Data Fusion (CDF) streams data into the CDF data model, where the data is normalized and enriched by adding connections between data resources of different types to provide better business decisions. With this release, you can ingest geospatial data into CDF to contextualize and map with other CDF resource types to deliver accurate spatial analysis and statistics.Read more on this and all the other improvements for the CDF February 2022 release below. Geospatial dataWork with geospatial data using the Geospatial API and Python & JavaScript SDKs to handle the positioning and geometry of CDF data. We currently support a multitude of coordinate reference systems (CRS), but you can add other entries from the European Petroleum Survey Group (EPSG) as a custom CRS. You can also transform an input CRS to the defined CRS to improve the search in geometrics.  Read more. Ingest PI Asset Framework data to CDFThe new Cognite PI Asset Framework (AF) extractor is considered an extension to the Cognite PI extractor. The Cognite PI AF extractor retrieves a dump of the asset hierarchy from the Asset Framework on the PI Server and ingests this into Cognite RAW. Subsequently, the extractor regularly checks for updates in the PI asset framework and ingests any changes into CDF. Delete asset hierarchies using CDF TransformationsYou can now delete asset hierarchies in CDF using CDF Transformations. Items are deleted by their internal ID, and non-existing IDs are ignored. Read more about CDF Transformations here. Ingest data into CDF Relationships using PostgreSQL gatewayWe're rolling out the option to use the PostgreSQL gateway and Azure Data Factory (ADF) to ingest data directly into CDF Relationships. Select the public.relationships table in your ADF sink. Learn how here. Ingest time series data points directly into CDF Data points using the Cognite DB extractorThe Cognite DB extractor, version 2.4.1, provides a new option to ingest data points directly into CDF Data points instead of Cognite RAW. Set destination type as TIME_SERIES in your configuration file. Early adopter programsCognite offers several Early adopter programs to our users. We encourage you to take this opportunity to learn about and test our features currently in the making. Navigate to Cognite Hub , open the Group tab, and select Request to join to become an Early adopter candidate.

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Cognite Data Fusion Release: December 2021

The Product Release Spotlight Webinar recording for December can be found here.  ​Trusting the data in Cognite Data Fusion (CDF) is the core of managing, building, and using the Cognite product suite. Data engineers need sufficient insight into the staged data to take the next step on the ingestion journey and the new data profiling report on staged data in Cognite RAW caters for this. This CDF release also introduces the new Cognite Solutions Portal. The Cognite Solutions Portal collects applications, use cases, and other helpful links to solutions your organization has built on top of CDF. Users no longer have to keep track of many different URLs to access the information they need in their daily work.Read more on this and all the other improvements for the CDF December release below: Data profiling on staged dataTo get in-depth knowledge about the data quality, discover patterns, outliers, and see other statistics in the new standard profiling report available on the Profile tab in Cognite RAW. Report your findings to the data owners and use this as a trigger to discuss topics such as the best fit for the primary key column and contextualization and to provide the best support for the end-users of the data. Keep iterating on the data integrations to improve the data quality and prepare the data transformation into the CDF data model. Read more here. ​Get notified about interrupted data flow into CDFCatch any issues that interrupt the data flow into CDF by setting up email notifications on the Extraction pipeline page. You can define the time condition for triggering the email. Learn how to set it up in this article.  New tools for running SQL TransformationsNew Transformations CLIThe new Transformations CLI replaces the old Jetfire CLI offering a better developer experience. Now, you can easily declare and manage variables in the configuration file without any hard-code. You install the CLI using the Python pip package manager. Read more here. APIs and Python SDK for TransformationsThe Transformations APIs and Python SDK are promoted to Version 1. Using the APIs/SDK, data engineers can orchestrate transformations sequentially, making it more reliable and quick. Check out the  API docs and SDK docs for more information.  Access management for SQL TransformationsYou can now manage access to SQL Transformations using the new transformations:read and transformations:write capabilities in your CDF group. We still support transformation access using the transformationsor jetfire groups for existing users to ensure backward compatibility. However, we recommend that you switch to managing access to Transformations using the new capabilities. Introducing the Cognite Solutions PortalAs companies ramp up their digitalization and transformation efforts, the number of applications, dashboards, and use cases increases rapidly. As a result, end-users have to keep track of many different URLs to access the information they need. This is the problem Cognite Solutions Portal sets out to solve. It gathers all your CDF-enabled solutions in one place. Use the Cognite Solutions Portal to add applications, dashboards from analytics and visualization tools, and helpful links into shared spaces.  Explore data in 3DThe CDF Data explorer already helps solution builders and data scientists find, validate, and learn about the data in CDF. Get the full experience by navigating and searching for assets and viewing the details in 3D models on the new 3D tab in the CDF Data explorer.    ChartsCognite Charts runs on top of  CDF and is a powerful tool for engineers and domain experts to explore, trend, and analyze industrial data. For more information, visit the Charts [Early Adopter] Group. This release has the following improvements: Automatic data alignmentCharts now automatically handle data alignment in your calculations. Time series data often have different sampling frequencies and time stamps, and it can be hard to do even the simplest calculations (e.g. timeseries_1 + timeseries_2), especially if you’re not proficient in Python.  Calculation results will be inaccurate and untrustworthy without properly accounting for data alignment.    A new and improved no-code calculation builder experienceThe no-code calculation builder has been redesigned and rebuilt on a new, powerful library.   

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