For AI agents: the complete documentation index is available at https://docs.dataplatform.ovh.net/llms.txt, the full documentation bundle is available at https://docs.dataplatform.ovh.net/llms-full.txt, and this page is available as Markdown at https://docs.dataplatform.ovh.net/legacy/release-notes-before-ga.md.
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    • Release notes before GA

    Warning

    Releases from before general availability, kept for reference and no longer maintained. Every release since GA is on the current release notes.

    Feb 29th 2024

    Platform

    • Several bug fixes and improvements

    Feb 22nd 2024

    Platform

    • Several bug fixes and improvements

    Feb 15th 2024

    Platform

    • Several bug fixes and improvements

    Feb 8th 2024

    Platform

    • Several bug fixes and improvements

    Feb 1st 2024

    Platform

    • Updated ForePaaS logos to OVHcloud logo

    Analytics Manager

    • Fixed history metrics not being returned correctly

    Jan 25th 2024

    Data Processing Engine

    • Removed logs that are not formatted correctly

    Jan 18th 2024

    Analytics Manager

    • Fixed queries, APIs and applications returning an error when trying to query data from standard Lakehouse Manager datasets.

    AI App Builder

    • Removed repeated column in Knowledge Bases list
    • Visual fixes and improvements

    Storage Engines

    • Sorted storage engines list in alphabetical order
    • Added a 'Location' filter for interface
    • Updated 'Engine' filter to filter the interface on the type of engine

    Platform

    • Updated Profile & Profile > Security pages to be in auto-save mode

    Jan 11th 2024

    Lakehouse Manager

    • Removed check on last dataset preventing to delete it
    • Added warning message when trying to delete a dataset used in Machine Learning Manager

    Support Portal

    • Fixed 'Open in a new tab' option not being available for support cases
    • Fixed direct URL opening of a support case redirecting to the portal home

    Dec 28th 2023

    Platform

    • Several bug fixes and improvements

    Dec 21th 2023

    Lakehouse Manager

    • Fixed query estimator still appearing when failed
    • Fixed display of type in datasets list
    • Fixed bugs on the import and export of configurations

    AI App Builder

    • Added redirection link to linked app from assistant interface
    • Updated possible options from the home of the project

    Identity Access Manager

    • Fixed appearance of MFA feature

    Dec 14th 2023

    Lakehouse Manager

    • Updated 'Associated resources' table in policy tag page to show attributes' table
    • Added sections in sidebar of Lakehouse

    Platform

    • Added template for AI App Builder

    Dec 8th 2023

    Lakehouse Manager

    • Fixed name and type of datasets sometimes not displaying correctly

    Platform

    • Added confirmation modal before stopping a running job
    • Fixed tile sometimes being blank after adding service in project

    Nov 30th 2023

    Platform

    • Fixed sidebar links not working when there is no project in organization

    Data Processing Engine

    • Improved Aggregate action to support manual adding of GROUP BY

    Nov 23rd 2023

    Identity Access Manager

    • Added OVH logo for emails.
    • Bugfixed login without authentication provider except ovh.

    Data Processing Engine

    • Added message block when creating pyspark action from action.

    Lakehouse Manager

    • Fixed search in groups/users when adding policy tags.
    • Fixed display of policy tags in table / tree view.

    Nov 16nd 2023

    Lakehouse Manager

    • Added interface to grant access to policy tags directly from Lakehouse Manager
    • Fixed queries running automatically when opening Explorer
    • Fixed attributes being duplicated twice when duplicating a table
    • Multiple bug fixes and improvements related to the build status of tables

    Data Processing Engine

    • Python 3.6 is now decommissioned. All actions and workflows have been migrated to the next available version.
    • Added option to create a PySpark action when a Python Load/Aggregate action is detected to insert data in a Lakehouse Manager dataset.

    Nov 9nd 2023

    Lakehouse Manager

    • Multiple bug fixes and performance improvements

    Analytics Manager

    • Fixed a bug where it was impossible for a new user to login to the deployed-live dashboard URL
    • Added a confirmation modal before deactivating a query engine

    Platform

    • Updated password validation rules in the profile

    Nov 2nd 2023

    Storage Engines

    • Reworked pages for Storage Engines service in the interface: Storage Engines can now be opened as a standalone service from either the main sidebar or the services list.

    Lakehouse Manager

    • Fixed file size ordering not working in Buckets
    • Multiple bug fixes and improvements to Datasets and Tables

    Analytics Manager

    • Added a link to the query when an error occurred in a dashboard

    Identity Access Manager

    • Fixed a bug when logging-in using login/password would not not work

    Oct 26th 2023

    Platform

    • Added link to projects' templates' store in the services list
    • Added locked visual in sidebar and header if no permission to header
    • Removed some unused permissions in organization IAM
    • Improved error message when reseting password

    Data Manager

    • Data Manager service has been split in Data Catalog and Lakehouse Manager.
    • Data Manager graphical interface is depreciated

    Lakehouse Manager

    • Introducing Lakehouse Manager!
    • Lakehouse Manager is a serverless data warehouse to store and organize any dataset
      • You can now create custom datasets
      • You can now create policy tags for Advanced Data Access Control

    Data Catalog

    • Introducing Data Catalog!
    • Data Catalog allows you to define connections and data assets across your organization

    Data Processing Engine

    • Added a new action: CSV to PostgreSQL

    Identity Access Manager

    • Removed incorrect display of 'Log History' feature for DataplantID and API key authentication methods

    Oct 19th 2023

    Platform

    • Multiple bug fixes and improvements

    Applications

    • Fixed metric of FPU in APIs/apps not displaying correct value

    Oct 12th 2023

    Platform

    • "Organization not found" page will be showed for invalid link.
    • Increased text area size on Support portal page.
    • Fixed default configuration of storage engine when create new project.

    Data Manager

    • Fixed secret+key label missing for 'S3-compatible storage' source

    Data Processing Engine

    • Changed source icon size.
    • Time format updated.

    Machine Learning Manager

    • Time format updated.

    Analytics Manager

    • Analytics Manager is now generally available

    Oct 5th 2023

    Analytics Manager

    • Analytics Manager Dashboards are now in Beta release
    • Fixed access to live deployed dashboard

    Data Processing Engine

    • Fixed duration not showing when it is under 1 second

    Application Services

    • Fixed certificate management for apps
    • Fixed configuration for login screens disappearing

    Sep 28th 2023

    Platform

    • Fixed long projects/organizations names being shortened with ellipsis

    Data Processing Engine

    • Fixed bug for repo version override
    • Removed app_id & type query strings from the code snippet to launch an action/workflow

    App Manager

    • Fixed a bug where it was impossible to remove a tag

    Sep 21st 2023

    Platform

    • Fixed a bug where the Storage Engines page would be accessible but empty if user has no permission on storage engine instances. The page is now un-accessible in this case
    • Fixed bug where the list of invites (to organizations) on the profile page would be inaccurate
    • Fixed support page layout

    Data Processing Engine

    • Fixed default version in actions being Python 3.11

    Sep 14th 2023

    Platform

    • We are rolling out a major update to the backend of the organization's IAM! Performances and stability are much improved on all of the platform pages.
    • Updated sign-in screen when session is timed out inside a project

    Sep 7th 2023

    Platform

    • Add option to sign in / sign up to ForePaaS using OVHcloud account

    Application Services

    • Fixed automatic deployment when creating app/api

    Aug 31th 2023

    Data Processing Engine

    • Added possibility to order/limit when listing objects by API

    Data Manager

    • Added possibility to order/limit when listing objects by API

    Machine Learning Manager

    • Added possibility to order/limit when listing objects by API

    Aug 24th 2023

    Data Processing Engine

    • The version of PySpark is now displayed in Custom PySpark actions
    • The minor version number for Python is no longer displayed in the interface

    Machine Learning Manager

    • The minor version number for Python is no longer displayed in the interface

    Analytics Manager

    • Fixed displaying of paywall based on query engine activation

    Control Center

    • Added support for quotas. You can manage Control Center quotas in the Settings of the CC
    • Fixed redirection to Control Center in the header which sometimes opened the wrong organization

    Aug 17th 2023

    Platform

    • Various bug fixes and improvements

    Aug 10th 2023

    Data Manager

    • Various bug fixes and improvements

    Aug 3rd 2023

    Data Manager

    • Added two new connectors: Shadow Drive, and Google Cloud Storage.
    • Fixed verify_ssl option for OpenSearch connector to be false by default
    • Added a data type for virtual attributes on creation
    • Fixed a bug when creating an index with 2 attributes on a PostgreSQL table

    Data Processing Engine

    • Fixed a bug where the service would be softlocked if Control Center is unresponsive

    Jul 27th 2023

    Platform

    • Fixed status member pending till he creates his account
    • Fixed access to project being available if creation aborted

    Analytics Manager

    • Added support to eq and ne operators for JSON queries

    Jul 20th 2023

    Platform

    • Bug fixes and performances improvements

    Jul 13th 2023

    Storage Engines

    • Introducing a new engine in Alpha release: Polar Data. Polar Data is a modern lakehouse engine built by ForePaaS.

    Data Manager

    • Explorer can now be used without activating a query engine (currently only available on projects deployed on OVHcloud provider)

    Jul 6th 2023

    Platform

    • Multiple improvements to the display performances of home page
    • Added tooltips on kpis of project home
    • Make editing message on project home always visible
    • Fixed status of project when adding a service
    • Fixed sidebar projects sometimes not up to date
    • Fixed free fpu included in organization overview

    Jun 29th 2023

    Platform

    • Performance improvements and multiple bug fixes to the new home pages and navigation

    Analytics Manager

    • Added new option to export query result to ForePaaS Buckets, and receive the download link by email. Use this option if your query results are bigger than 10 MB and you cannot use the local download.

    Jun 22th 2023

    Platform

    • Introducing ForePaaS Home v2!
      • Dataplants are now called Projects! They can be made of any number of services bundled together
      • A new header allowing to navigate between services, projects and organizations
      • A new sidebar allowing to navigate between services
      • A new organization home page introducing widgets and a 'recently opened' section
      • A new project home page where you can edit the layout and get detailed metrics
    • Projects can now be created from templates, allowing to get started with only some services before expanding to others

    Jun 15th 2023

    Control Center

    • Fixed bug on logs streaming endpoint

    Jun 9th 2023

    Platform

    • Fixed opening of versioning panel in Data Processing Engine, Analytics Manager and Machine Learning Manager

    Analytics Manager

    • Migrated all queries from Query Builder Legacy to Analytics Manager, in a new repository "QB Queries"
    • Query Builder Legacy is now removed from the console and decommissioned from the ForePaaS Platform

    Data Processing Engine

    • Added possibility for Custom actions and Load actions using a streaming-type connector to have no timeout, if the job's execution mode is Always-up
    • Fixed an issue on MQTT connector related to the acknowledgement of message consumption that would sometimes cause a timeout of the connection

    Jun 1st 2023

    Platform

    • Fixed buttons sometimes disappearing on lists if a column was enlarged a lot

    Analytics Manager

    • Fixed attributes from MART Tables not appearing in the choice of the query editor
    • History loading is now better handled in Analytics Manager & Data Mnaager Explorer

    Data Processing Engine

    • Statistics about insert/update are now disabled by default in order to optimize performances
      • Parameter statistics is now false by default in the bulk_insert SDK function
    • Statistics about insert/update are now computed only if the log level of a job is set to DEBUG

    May 25th 2023

    Data Manager

    • Fixed preview table button sometimes previewing wrong attributes

    Analytics Manager

    • Fixed regrouped attributes which sometimes would appear in wrong order on a bar chart

    May 11th 2023

    Data Manager

    • Added a warning when linking a storage engine that is not in the same location as the Dataplant
    • Fixed translation issues in some modals
    • Fixed arguments not being correctly required on MongoDB connector

    Analytics Manager

    • Fixed queries not running if Japanese characters were in the title
    • Fixed virtual attributes sometimes not appearing in the options for the visual query builder
    • Fixed gauge chart not taking the dashboard's chart into account

    May 4th 2023

    Analytics Manager

    • Added a new chart type: gauge chart. Make sure your projects are on-track and monitor how far KPIs are from reaching targets with this new visualization type!
    • Added new option to break the X-axis down into multiple attributes, in order to regroup bar charts, line charts and area charts by specific Scale attributes
    • Added more fine-grained origin types for the query history, with hyperlinks to the relevant object

    Data Processing Engine

    • Increased the size of a workflow's visual interface, in order to make the name of its actions more visible
    • Fixed a bug on the workflow version override which would sometimes not take effect

    Identity Access Manager

    • Fixed a bug on the service selection in the role condition builder

    Apr 27th 2023

    Data Manager

    • Added a type parameter for virtual attributes
    • Fixed "port" parameter in MQTT connector

    Analytics Manager

    • Added a more fine-grained origin for queries in History
    • Added a more fine-grained status for queries in History
    • Tiles/filters are now automatically removed from dashboards if the related query is deleted

    Data Processing Engine

    • Added a new action: MySQL to Parquet
    • Fixed a bug where the status of a workflow would sometimes not reflect the status of stages

    Apr 20th 2023

    Data Manager

    • Bug fixed on MQTT connector

    Analytics Manager

    • Small cosmetic improvements to dashboards

    Apr 13th 2023

    Data Processing Engine

    • Python 3.6.5 is now depreciated. Please migrate all your actions to the next stable version of Python: 3.9.9
      • Python 3.6.5 will be fully decommissioned on October 19th 2023
    • Fixed multiple git conflicts

    Data Manager

    • Added Location column when binding a new storage engine, and 'recommended' tag if the storage engine is in the same location as dataplant
    • Fixed logs in console being swapped when launching another job

    Machine Learning Manager

    • Python 3.6.5 is now depreciated. Please migrate all your pipelines to the next stable version of Python: 3.9.9
      • Python 3.6.5 will be fully decommissioned on October 19th 2023

    Apr 6th 2023

    Data Processing Engine

    • Added support for Python 3.11
    • Added merge conflict user warning for Git versioning

    Analytics Manager

    • Keep attributes sorted in the same order when previewing a table from the Data Manager

    Application Services

    • Multiple bug fixes on timeout after building
    • Better handle when build finish job

    Mar 30th 2023

    Data Processing Engine

    • Alerts integration in DPE Workflow UI.
    • Confirm popin if creating a workflow with actions that use different Python versions.

    Analytics Manager

    • Improved animation to display edit chart settings panel in dashboard.
    • For Pie charts group data together if more than 20.
    • Fixed reload jobs and logs in logs explorer

    Control Center

    • Reload of jobs in Logs Explorer has been fixed.

    Mar 23rd 2023

    Analytics Manager

    • Added inversion evolution colors and displaying dimension.
    • Bug fixed where offset percentiles labels so that they don't overlap.

    Data Processing Engine

    • Alerts tab in Actions to create Control Center Alerts.
    • Actions/workflows names can be clicked in Jobs tab to redirect to the action/workflow.

    Machine Learning Manager

    • Pipeline names can be clicked in Jobs tab to redirect to the pipeline.

    Mar 16th 2023

    Analytics Manager

    • Added trend line option in the settings of scatterplot
    • Fixed red error message if user has no access to IAM
    • Fixed duplicate attributes appearing in query creation choices if both virtual and physical attribute have the same name

    Applications

    • Multiple bug fixes

    Platform

    • Fixed Azure storage engine creation
    • Added new filters to the Jobs page statuses

    Mar 9th 2023

    Analytics Manager

    • Added a new chart type: Scatterplot, to represent the correlation between two metrics as colored bubbles
    • Added possibility to edit all chart settings directly from a dashboard
    • Added info in query history that the query has been launched from a deployed dashboard
    • Fixed a bug when drilling down on a chart which already had an Order set at query level

    Data Processing Engine

    • Added a new action: PostgreSQL to Parquet
    • Renamed action table-to-files in interface and improved its visual aspect, to add an option to choose the output format
    • Added ability to disable stats calculation on bulk_insert function from SDK, in order to reduce the computing time
    • Disabled Always-up option for PySpark actions

    Mar 2nd 2023

    Analytics Manager

    • Introducing the possibility to drill-down on dashboards' charts! Click on a part of any chart in order to filter everything on related values, or to further explore relevant data.
    • Added option to download the content of a dashboard's tile as a CSV
    • Fixed timepicker's display reseting when opening it from a dashboard
    • Fixed timepicker's WTD option not starting on Monday in some countries

    Control Center

    • Updated interface for Logs Explorer in streaming mode in order to stick to the bottom of page when new logs appear

    Feb 23th 2023

    Analytics Manager

    • Added Download as a CSV option to export the result of query as a tab-separated .CSV local file (limited to 10 MB)

    Data Processing Engine

    • Disabled possibility in GUI to mix standard and PySpark actions in the same workflow
    • Fixed environement variables automatically opening in preferences
    • Fixed language version override on workflows sometimes not displaying

    Control Center

    • Fixed logs sometimes being displayed on same line when streaming
    • Redirecting to the logs explorer from another component now switches Streaming mode on if it is a currently running job

    Platform

    • Fixed drag and dropping repositories which would sometimes randomize their order
    • Renamed job status from Pending to Running
    • Fixed search if category selected

    Feb 20th 2023

    Data Processing Engine

    • Added a parameter apply_rules (default value = false) in function extract of the SDK in order to apply blueprint of rules.

    Analytics Manager

    • Added Copy to clipboard option to copy the result of query to the clipboard (limited to 1 MB)
    • Replaced the dashboard subtitle by the dashboard's description
    • Improved the default visual aspect of some charts
    • Updated the options for the size of query engine. 4 FPU-S is now XS, and added a new coming soon option: XL (64 PFU-S).
    • Fixed visual display bugs on dashboard tiles (tooltip or options that would sometimes go behind the tile)

    Data Manager

    • Fixed a bug in Trino connector where it would return an error 'Trino' object has no attribute '_read_sql'

    Control Center

    • In Logs Explorer, clicking on refresh now refreshes the list of executions for jobs

    Platform

    • Added repository_id in url of following pages: DPE Actions, MLM Pipelines, AM Queries
    • Fixed a bug where double clicking on folder would create subfolder with same name

    Feb 9th 2023

    Platform

    • Fixed drag and drop of files into folder which was sometimes failing
    • Fixed display of delete confirmation modal when too many objects are in it
    • Increased size of description ticket in Support portal

    Analytics Manager

    • Added option to compare to previous period in Metric chart!
    • Improved visual aspect of big number
    • Improved drag and drop of tiles to include an auto-scroll at the top and bottom of dashboard
    • Fixed filter dropdown that would sometimes go behind a tile
    • Fixed "Filter on" option at the bottom of the filter
    • Updated text if no deployed dashboard in the dashboards portal

    Data Processing Engine

    • Updated PySpark version from 3.1.1 to 3.2.1
    • Fixed bug when committing changes in repo connected to git
    • Fixed the display Building status when simply saving action

    Machine Learning Manager

    • Made the pipeline ID in a job clickable

    Control Center

    • Added icons to show status of execution id's in Log Explorer
    • Removed delete icon for ForePaaS monitoring panels (in multi-select)

    Feb 2nd 2023

    Platform

    • Updated label color and button's grey.
    • Fixed table width.

    Analytics Manager

    • Added dashboards portal.
    • Optimized dashboards render.
    • Fixed redirection to logs in the Control Center from a resource.

    Data Manager

    • Fixed loader in Table load.

    Jan 26th 2023

    Analytics Manager

    • Added a new chart type: Metric, to display a query result as a single big number!
    • Greatly improved vertical resizing of dashboard tiles to be pixel perfect instead of by steps
    • You can now choose to add a time to your date filter in a dashboard if the filter is set on Date & Time
    • Increased the limit of tiles per row from 4 to 8 (tiles can now be smaller)
    • Switched icon for successful autosave in dashboard to green
    • Fixed scroll in query preview if error
    • Fixed message when query does not exist in a dashboard
    • Fixed labels being hidden in a pie chart in dashboards with no reason

    Control Center

    • The Control Center is now in General Availability!
    • Infrastructure Monitoring Legacy interface has been decommissioned
    • Added possibility to notify subscribers when an alert is resolved

    Data Processing Engine

    • Fixed a bug where a workflow would be stuck at a stage (despite all its actions successfully finishing) and would timeout

    Application Services

    • Fixed creation of app using custom template

    Platform

    Jan 19th 2023

    Analytics Manager

    • You can now filter absolute and relative dates in your dashboards using the Date and Date & Time filter types!
    • Added Boolean filter type
    • Added possibility to change filter type in the advanced filter options
    • Fixed sql query not executed in dashboards if configuration empty
    • Fixed display button back to dashboard if no dashboard

    Data Processing Engine

    • Add log for operator elected
    • Fixed watch_jobs ignore not initialised or stopped job
    • Fixed skip instead of stop if error happens

    Jan 16th 2023

    Platform

    • Improved performances for support interface

    Jan 12th 2023

    Analytics Manager

    • Introducing Dashboards! A modern and simple BI tool for super fast dataviz and reporting. Using the next-gen Analytics Manager query engines, your data visualisation and querying can easily scale up to Big Data and beyond.
      • Dashboards are currently in Alpha release in Analytics Manager.

    Identity Access Manager

    • Added compatibility for CEL conditions on Analytics Manager service.

    Jan 6th 2023

    Happy New Year! ForePaaS and OVHcloud wish you the most successful data projects for 2023! 🎉🎉

    Platform

    • Performances improvements

    Week 52

    Date: 29/12/2022

    Platform

    • Bug fixes and performances improvements

    Week 51

    Date: 22/12/2022

    Platform

    • Bug fixes and performances improvements

    Week 50

    Date: 15/12/2022

    Platform

    • Bug fixes and performances improvements

    Week 49

    Date: 08/12/2022

    Data Processing Engine

    • Added option to override repository version of actions inside workflow

    Analytics Manager

    • Fixed chart Runtime Percentile on Overview page

    Control Center

    • Removed storage engine overtime chart in storage engine monitoring
    • Added OAuth2 support for Custom Webhook alert consumers in the interface

    Identity Access Manager

    • Advanced CEL conditions (technical name, etc.) are now available for services Data Manager and Control Center.

    Week 48

    Date: 01/12/2022

    Data Manager

    • Added a new connector in general availability: InfluxDB

    Control Center

    • Added OAuth2 support for Custom Webhook alert consumers in the API

    Week 47

    Date: 24/11/2022

    Happy Thanksgiving! 🎉

    Data Manager

    • Added a new connector in general availability: CockroachDB
    • Fixed translation when creating a new storage engine
    • Fixed responsive on Buckets files list

    Identity Access Manager

    • Advanced CEL conditions (technical name, etc.) are now available for service Data Processing Engine.

    Control Center

    • Fixed URL when redirecting from other services to the Logs Explorer
    • Fixed format date of storage engines

    Week 46

    Date: 17/11/2022

    Platform

    • Implemented a major backend update to dramatically improve the performance and availability of the ForePaaS console. Among other things, this update significantly increases the stability and speed of access to your Dataplants and other organization-level services.

    Data Processing Engine

    • Logs window now prompts to redirect to the Control Center Logs Explorer

    Identity Access Manager

    • Advanced CEL conditions (technical name, etc.) are now available for service Machine Learning Manager.

    Control Center

    • Fixed display of tooltip for RPS and Latency charts in monitoring panels
    • Added automatic default values on triggers when creating an alert
    • Replaced 0 by 'Terminated' in column 'Age' of service in monitoring panels if status of pod is terminated

    Machine Learning Manager

    • Logs window now prompts to redirect to the Control Center Logs Explorer
    • Fixed bug on dataset generation for unstructured data

    Data Manager

    • Logs window now prompts to redirect to the Control Center Logs Explorer

    Week 45

    Date: 10/11/2022

    Control Center

    • Added all query filters in URL of Logs Explorer
    • Fixed a bug when logs would not match chosen timeframe after editing the datepicker to a smaller date

    Data Processing Engine

    Machine Learning Manager

    • Fixed download model link

    Identity Access Manager

    • Added compatibility for CEL conditions on Analytics Manager and Control Center services

    Week 44

    Date: 03/11/2022

    Control Center

    • You can now search logs using a regex match (as well as doesn't regex match, contains, or doesn't contain) in the Logs Explorer.
    • Log search can now be done using Control Center API
    • Navigation in the header no longer blocked if user has rights on service.

    Identity Access Manager

    • Added compatibility for CEL conditions on Data Processing Engine, Data Manager and Machine Learning Manager services
    • Updated date format for creation date of api key in users and service account.

    Data Manager

    • Fixed opening of advanced panel when update table in Data Manager.

    App Service

    • Updated return status when user is unauthorized (403 instead of 401).
    • Updated to return 403 if users has no rights on applications instead of 200 and empty list.

    Data Processing Engine

    • Fixed concurrent job execution amongst other bugs.

    Week 43

    Date: 27/10/2022

    Control Center

    • Added storage engine charts in monitoring.

    Identity Access Manager

    • Fixed disabled when edit legacy role condition.
    • Updated user name with civility translated.
    • Translated civility (in english) in mails.
    • Fixed bug about group duplicate in backend.

    Machine Learning Manager

    • Fixed autosave when edit preferences of model.
    • Fixed getters prim and mart table from store.

    Data Manager

    • Added most queried tables chart in overview.

    Data Processing Engine

    • Changed settings to not ask to update environment on first launch if version deployed.

    Platform

    • Added loader when switch organization.

    Week 42

    Date: 20/10/2022

    Control Center

    • Replaced FPU consumption KPI with Dataplant count KPI

    Identity Access Manager

    Data Manager

    • Fixed reseting search filter when selecting a bucket

    Analytics Manager

    • Fixed count of queries in overview

    Data Processing Engine

    • Fixed use of databases and tables in Actions
    • Added visual display of when job fails because oomkill
    • Added tooltip on disabled options for perimeter and segmentation
    • Updated trigger translations

    Platform

    • Prevented accidentally closing the modal when adding/editing storage engine
    • Fixed empty size when creating new storage engine

    Week 41

    Date: 13/10/2022

    Identity Access Manager

    • Added compatibility for CEL conditions on Data Store and App Service services

    Data Manager

    • Fixed 'magnifying glass' button for a table to open a preview of the table
    • Fixed button switch table views
    • Added horizontal scrolling on the metadata analysis page

    Data Processing Engine

    • Fixed perimeter option not being in the correct place in the UI
    • Fixed missing English translation in quotas
    • Fixed buttons in the versioning panel
    • Fixed database_name in tables

    Week 40

    Date: 06/10/2022

    Control Center

    • Added refresh button next to the date picker
    • Fixed alert's metrics page to filter table only on the alert
    • Added all authentication modes (Azure AD, etc.) in Total Logins KPI in overview

    Data Processing Engine

    • Improved stability and performance of the execution of jobs
    • Increased default limit of maximum jobs that can be launched at the same time to 42
    • Jobs can no longer be put to the queue, an error will be returned if the maximum limit is reached
    • Added new "Automatic segmentation" mode

    Data Manager

    • On a Kafka source, added possibility to choose between watching from the earliest or the latest offset for each topic
    • Fixed error in chart in Overview page when storage engine is missing
    • Moved toggle near to text in wide screen when configuring sources
    • Added message if trying to analyze table of source in Analyzer but no tables in source

    Analytics Manager

    • Fixed list of attributes in table details
    • Removed counting Explorer queries in some charts and KPIs in overview

    Machine Learning Manager

    • Fixed display success rate heatmap in metrics notebook and pipeline
    • Fixed adding modules in notebook by type of notebooks (PySpark vs Python)

    Week 39

    Date: 03/10/2022

    Control Center

    • Fixed organization-level view not available despite being authenticated in IAM

    Week 38

    Date: 22/09/2022

    Identity Access Manager

    • Introducing new CEL role conditions! Use the new visual condition builder to give fine-grained permissions on resources, or write your role conditions using Common Expression Language (CEL)
      • Currently, CEL conditions are only available for roles containing permissions on IAM service solely.

    Control Center

    • Automatically add author of the alert to the subscribers
    • Added alert categories
    • Added alert status next to the title in UI

    Data Processing Engine

    • Removed segmentation options not available depending on the connector type
    • Improved job execution time by improving the build system

    Data Manager

    • Added historical values of storage size in Overview
    • Improved job execution time by improving the build system

    Week 37

    Date: 15/09/2022

    Control Center

    • We revamped the log exploration interface! Now, you can scroll down to progressively load logs as they go
    • Added two new alert consumers: Amazon SNS and Opsgenie
    • Updated email text content

    Data Processing Engine

    • Multiple bug fixes and performance improvements

    Data Manager

    • Warning: /metas API endpoint is now deprecated. Please make sure to stop using it when calling your ForePaaS Dataplants from outside.
    • Multiple bug fixes and performance improvements

    Week 36

    Date: 08/09/2022

    Control Center

    • Fixed external consumers unexpected coercion on configuration field
    • Fixed slack config (remove not working fields Channel, username, user icon)

    Data Processing Engine

    • Stability and performances improvements
    • UI changes to environments to force user to click on confirm before saving

    Data Manager

    • Stability and performances improvements

    Analytics Manager

    • Fixed autosave right after opening a query

    Identity Access Manager

    • Several interface bug fixes and improvements
    • Prevented access to service interface from header and url if no rights
    • Updated title and message in authentication page for Dataplant application
    • Added default message in authentication page when creating new application

    Week 35

    Date: 01/09/2022

    Platform

    • Updated title in tabs of browser when being on the Overview page of a component

    Control Center

    • We added tooltips on each KPI on the overview! Learn how a specific metric was obtained by hovering over it for a couple of seconds.
    • Overview: Added ability to filter panel Consumption by providers or dataplants
    • Fixed chart consumption in organization level that wouldn't stack
    • Fixed jobs heatmap in overview when filtering by timeframe, and to only display only CRON-based
    • Updated Y-axis for cpu / ram charts to adjust to the value
    • Optimized display of items for DPE and ML dashboards

    Data Manager

    • Added shortcut file upload when create new source from overview
    • Updated selectbox style in Explorer

    Data Processing Engine

    • Disabled create action button on the onboarding welcome page if no rights

    Analytics Manager

    • Updated selectbox style in queries
    • Added origin explorer in filter of history
    • Fixed fields not showing all attributes in visual builder when adding first filter

    Identity Access Manager

    • Added button to copy application’s url to clipboard

    Week 34

    Date: 25/08/2022

    Control Center

    • The Control Center is now in Beta release!
    • Fixed display of days in the date picker
    • Metric "Login per hour" is now "Total logins", and metric "RPS" is now "Current RPS"

    Data Processing Engine

    Data Manager

    • The "Directly Queryable" feature has been renamed to Direct Query. Use the Analytics Manager to run queries on remote sources without having to import the data!
    • Added endpoint health

    Identity Access Manager

    • Fixed sessionExpired when calling IAM after login with APIkey/secret key

    Week 33

    Date: 18/08/2022

    Control Center

    • Fixed scroll bar in alert editor, monitoring and job’s triggers pages.
    • Number of failed execution now includes timed out executions.
    • Added full time in tooltip of network charts.

    Data Processing Engine

    • Added retry when retrieving DPE action/workflow configuration.

    Week 32

    Date: 11/08/2022

    Platform

    • Fixed size tooltip in charts.

    Control Center

    • Fixed overview chart storage when organisation view.
    • Improved chart consumption in overview.
    • Forced display tooltip for charts event if no value.
    • Updated tracker front.
    • Fixed logout.
    • Updated auto generate name for new alert.
    • Fixed update FPU for items from old infra monitoring.

    Data Manager

    • Fixed delete file when buckets not loaded.

    Machine Learning Manager

    • Allowed adding link for notebook dependencies.

    Identity Access Manager

    • Added permission DM for DM & QB Editor.
    • Added role Control Center Editor.
    • Created Infrastructure Managers group.
    • Updated name of Identity Access Managers group.

    Week 31

    Date: 04/08/2022

    Control Center

    • Prevented second click when create alert + Autogeneration of name.
    • Removed info from selectbox to select existing consumer + prevented adding it if required field is not filled.
    • Showed preview of instances when toggle HA in storage engine dashboard.
    • Added tracking UI.
    • Refreshed time when click on refresh button in logs explorer.
    • Jobs: Fixed long loader.
    • Jobs: Added missing filter "Execution method".
    • Jobs: Added more options for filter "Status".
    • Jobs: Fixed failed case in graphs.
    • Jobs: Added hyperlink for Object name of job.
    • Jobs: Fixed wrong icon.
    • Jobs: Fixed duplicate objects in table.
    • Jobs: Fixed numbers of executions column.
    • Jobs: Fixed edit ml trigger.
    • Logs: Fixed wrong icon.
    • Logs: Sorted the list of object by numbers of executions
    • Logs: Fixed toggle streaming button
    • Logs: Added show numbers of search result
    • Logs: Fixed filter cleared after refreshing logs
    • Logs: Sorted and filter execution_id in the filter options

    Data Manager

    • Fixed related items in attributes pages

    Machine Learning Manager

    • Update select box for depencies if pyspark notebook.
    • Update icon when notebook starting or stopping.

    Data Processing Engine

    • Removed stopped deployments from active deployments table.

    Week 30

    Date: 28/07/2022

    Control Center

    • Removed not necessary actions in top of treeview in alerts.
    • Optimized call in dashboarding default (call was send on all data plant instead of one).
    • Added style to redirect on name in table (like in DPE).
    • Added name of dataplant in tooltip of charts.
    • Displayed first row of charts in one third for panel in overview.
    • Updated chart of alerts active over time (fix xAxis and add 0 in green).
    • Removed warning when edit fpu from API / APP / AM dashboarding.
    • Fixed alignment in input-fpu.

    Data Processing Engine

    • Fixed size and add tooltip on tags in treeview.

    Query Builder

    • Fixed size and add tooltip on tags in treeview.

    Machine Learning Manager

    • Fixed size and add tooltip on tags in treeview.

    Week 29

    Date: 21/07/2022

    Control Center

    • Update title in tabs browser
    • Add some tooltips
    • Update xAxis on charts
    • Overview: Update current alert triggerings table
    • Overview: Fix xaxis for active alert over time chart
    • Monitoring: Fix chart network not reloaded when update datepicker
    • Monitoring: Fix redirect to item when click on name from table
    • Monitoring: Fix update FPU of item
    • Monitoring: Add search by tags in tree view
    • Monitoring: Fix UI in storage engine dashboard
    • Alerts: Add "Only watch CRON-triggered" feature
    • Alerts: Fixed target saving conditionals
    • Alerts: Added a Metrics shortcut from the treeview
    • Alerts: Fixed alert duplicate
    • Alerts: Added alert status in alert title
    • Alerts: Health check ability to select all resources
    • Alerts: Trigger - Default value by default
    • Alerts: Subscribers pagination fix
    • Alerts: Ability to search for subscribers from the added list
    • Settings: Ability to edit an external consumer

    Analytics Manager

    • Fixed scroll in query fields when vertical view

    Data Manager

    • Fixed scroll in query fields when vertical view

    Week 28

    Date: 13/07/2022

    Control Center

    • The Control Center is now available in Alpha release! Get full observability on each service and component in your data project.
      • Monitor metrics across your data pipelines, applications, and deployed instances
      • Drill-down on logs to troubleshoot errors
      • Set up alerts when issues arise
      • Ensure scalability by adding more resources on any service as needed

    Identity Access Manager

    • Bug fixes and improvements to session management

    Week 27

    Date: 07/07/2022

    Platform

    • Updated CSV file connector.

    Data Processing Engine

    • Enabled concurrent execution button for serverless environments.

    Week 26

    Date: 30/06/2022

    Platform

    • Support of multi factor authentication (MFA).

    Data Manager

    • Connectors (Druid, OpenSearch, Prometheus)
    • New Explorer tab released in Alpha.
      • Optimized query execution to be able to use virtual attributes in SQL mode

    Data Processing Engine

    • Point-and-click PySpark Load and Aggregate actions are now available in Alpha release
    • Optimized provisioning time with ForePaaS actions.
    • Multiple concurrent executions in Serverless mode.

    Week 25

    Date: 23/06/2022

    Platform

    • Fixed version api on serviceaccounts that can be on error while sent to kubernetes.

    Data Processing Engine

    • Disabled concurrent execution button for serverless environment.
    • Uniformized Information panel when editing an element.

    Week 24

    Date: 16/06/2022

    Platform

    • Updated Japanese translations.

    Machine Learning Manager

    • Update open Notebook CTA.

    Week 23

    Date: 09/06/2022

    Platform

    • Bug fixing and improvements.

    Week 22

    Date: 02/06/2022

    Platform

    • Fixed Japanese some translations.
    • Updated list of restricted words for tables/attributes names.
    • Bug fixing and improvements.

    Week 21

    Date: 26/05/2022

    Platform

    • Bug fixing and improvements.

    Week 20

    Date: 19/05/2022

    Platform

    • Removed big shadow on white buttons.
    • Improved tooltip display.

    Data Processing Engine

    • Fixed folder on some treeviews.
    • Added advised bucket size.

    Data Manager

    • API: created a v4/metrics endpoint to aggregate metrics from DM, storage volume.
    • Hotfixed metrics endpoint.
    • API metrics extract: added possibility to update table parameters depending of connector func

    Week 19

    Date: 12/05/2022

    Data Processing Engine

    • Actions treeview bug fixed.
    • Actions folder treeview bug fixed.

    Week 18

    Date: 05/05/2022

    App Manager

    • Fixed copy and remove with new Minio gateway.

    Identity Access Manager

    • Fixed populate of undefined when getRolesAcls for users.
    • Fixed generate password too long.
    • Update format date generated password

    Data Processing Engine

    • Introducing Always-up execution mode! 🎉 Execute your jobs faster with the new Always-up execution mode in Data Processing Engine
      • In addition to the standard Serverless execution mode, now you can also keep dedicated resources always up and ready to run your jobs instantly.
    • Added placeholder for empty table in metrics.

    Machine Learning Manager

    • Added placeholder for empty table in metrics.

    Analytics Manager

    This component is currently released under open beta.

    • Added limit in query configuration.
    • Put select be default when select data.
    • Added a shortcut to preview a table directly from a table.

    Week 17

    Date: 29/04/2022

    Platform

    • Added link to have info on OVH acquisition in no new account page.
    • Added modal confirm when delete member from editor.
    • Added status of job in job detail.
    • Fixed condition to display provider logo in dataplant block.
    • Added link to documentation on how to manage members in request to join organisation email.

    Data Manager

    • Added column in sources.
    • Added tooltip for generate action in table list.

    Data Processing Engine and Machine Learning Manager

    • Fixed message in FPU settings for environment.

    Week 16

    Date: 22/04/2022

    Data Manager

    • Removed virtual attributes from Tables page
    • Added info on system bucket
    • Fixed bug to attach sandbox in DM + can unlink sandbox

    Analytics Manager

    This component is currently released under open beta.

    • Display more attributes in selectbox data and scale
    • Updated function to set sum or select by default
    • Added placeholder in filters
    • Hiden ML tables in table details in query editor
    • Added shift + Enter to run query And wait after saving to run it
    • Added loader when run from SQL editor from keyboard
    • Added download as a json
    • Fixed size of SQL in history table
    • Fixed switch in filter from between to in
    • Added created_at and updated_at column in queries list

    Data Processing Engine

    • Ability to view workflow from action lineage page
    • Bug fixed: workflows list of actions was wrong when using repo versioning

    Identity Access Manager

    • Updated icon in active users table.
    • Formated the result of cron with UTC

    Platform

    • Added option to resize columns in many tables
    • Fixed active lang in header.

    Week 15

    Date: 14/04/2022

    Data Manager

    • Fixed edition of attribute name after creating it.

    Analytics Manager

    This component is currently released under open beta.

    • You can now run query by pressing cmd/ctrl + Enter in SQL mode.

    Data Processing Engine

    • Fixed display error when start action/workflow.

    Machine Learning Manager

    • You can now export your notebooks as DPE Custom Actions, MLM Estimators or MLM Scoring Functions.

    Identity Access Manager

    • Fixed generate pwd when the username is empty.

    Platform

    • New header.

    Week 14

    Date: 07/04/2022

    Data Manager

    • You can now activate Directly Queryable mode for supported sources: run SQL queries from the Analytics Manager on those sources without having to load their data into ForePaaS.

    Analytics Manager

    This component is currently released under open beta.

    • Added free-trial paywall for resources.

    Data Processing Engine

    • Fixed display error when start action/workflow.
    • Added max length to filenames.

    Platform

    • Added in trial paywall when trying to update FPU in monitoring when free-trial mode.

    Week 13

    Date: 29/03/2022 and 31/03/2022

    Platform

    • Updated the home page of Dataplants: the Data Processing Engine is now located below the Data Manager instead of being to its left.
    • Added new cookies management solution

    Data Manager

    • Added a shortcut to create or upload a source.
    • Updated style of storage engine status.
    • Fixed long naming when table is created by drag and drop.
    • Improved handling of small error from sentry report.

    Data Processing Engine

    • Added a shortcut to create or upload a custom action.
    • Updated the maximum value of the FPU slider for actions and workflows.

    Machine Learning Manager

    • Updated the maximum value of the FPU slider for pipeline steps.

    Identity Access Manager

    • Fixed the positions of the permissions modal filter

    Week 12

    Date: 25/03/2022

    Platform

    • FP Store
      • Added Japanese translations
      • Fixed search

    Analytics Manager

    This component is currently available under open beta release.

    • Fixed reactivity when activating Trino.
    • Added API endpoints for exporting and importing AM configuration.
    • Bug about updating chart configuration in Query fixed.

    Data Manager

    • Fixed reactivity when changing default storage engine.
    • Updated Clickhouse connector.
    • Renamed MemSQL to Singlestore.

    App Manager

    • Removed Owned and Not owned from categories