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Release Notes

Latest release (May-2025)​

This release will support Groups/Favourites and enhanced Insight Reporting as new highlights of the OpenDataDSL platform. Moreover the release contains accumulated bugfixes and general enhancements.

Build details:
Excel: 1.0.20250221.1037
Server: Build 3185
Client: 1.1.45784.1109

Groups/Favourites​

Groups and favourites in OpenDataDSL come along with the following features:

  • Dynamic or static groups - a dynamic group uses a filter to find the items belonging to the groups
  • Shared groups - option if you want to share the group with your colleagues
  • Managing groups - manage the groups you are the owner of
  • Group subscriptions
  • Access rights following your policies

There are some pre-defined special groups which control specific functionality within the OpenDataDSL platform:

  • Curve Build Group - has specific configuration information regarding the cut-off time for when curves need to be ready for and the rules to run if they are not ready by that time
  • Quality Group - a list of checks to perform on curves or datasets
  • Export Group - a list of items that a function is run at a set time, usually to export the data to a downstream system
  • Approval Group - a list of email addresses of users that can approve the list of curves
  • Subscription Target Group - a list of targets to send subscriptions to

Additionally every OpenDataDSL user has its frequently and recently used groups.

Also check out the available documentation pages:

Insight Reports extension​

We have extended OpenDataDSL Insight Reports - we now support the use of Insights across the platform:

  • Master Data - Master Data Insights
  • Data - Data Insights
  • Events - Event Insights
  • Curves - Curve Management Insights
  • Processes - Process Insights
  • Executions - Process Insights
  • Queues - Queue Insights
  • Types - Type Insights
  • Calendars - Calendar Insights
  • Scripts - Script Insights
  • Alerts - Alert Insights
  • Excel Add-in - Excel Insights

Check out the available documentation page

Bug fixes​

  • Out of memory versioning a report
  • Issue triggering processes from other processes
  • Fix for duplicate alerts

Enhancements​

  • Widget Reports
  • Add _created timestamp to all entities
  • Automate dataset alert closure once waited for/late data is received
  • Smart feed improvements

Apr-2025​

Hotfixes​

  • Fix for timezone issue over DST
  • Fix for issue running processes from other processes

Mar-2025​

Hotfixes​

  • Fix for retrieving absolute periods from a curve affected by the timezone
  • Fix for clashing inserts - changed to upserts
  • Fix for saving quality checks on private datasets
  • Fix for feature policies
  • Fix for null pointer when saving a dataset from the portal

Feb-2025​

This release mainly contains bug fixes/enhancements related to the Dataset Monitoring. Additionally, the release contains an isolated new feature to the Excel-Addin: The Insight Reports. This new enhancement provides the flexibility for the users to include insight reports to Excel. But not just that - from a product perspective it is a major step as we keep any new insight report idea separated from new product development releases, which makes us far more flexible.

Enhancements​

  • Excel Insights including Documentation update
  • Support Audit Report on behalf of the client
  • Support for using absolute period codes for expected tenors
  • Expose event status and version information to time series and curves
  • Add support for CurveSeries for dependant builds

Bug fixes​

  • Curves Management tab - Error message on Unhandled Exceptions
  • Datasets: >4h Alert not triggered
  • Error message in the Load phase

Hotfixes​

  • Check for event curves to trigger building dependent smart curves
  • Simplifying Alert Monitoring by adding a key to Alerts
  • Removing subscriptions for curves that are deleted
  • Fixing the behaviour: Closing an Alert increments the number of Alerts rather than removing the Alert

Jan-2025​

This release mainly contains improvements and extensions to the Dataset Monitoring, which enhances data quality by identifying inconsistencies, ensures accurate tracking and maintains compliance with your business standards.

Additionally, the release also includes some general improvements and bugfixes not related to Dataset Monitoring. For more information, check the lists further down.

Dataset Monitoring Enhancements​

  • Performance improvements
  • Ability to clearly view Alerts that require attention - filtering on Datasets based on results of Completeness (based on number of expected tenors) and Quality Checks
  • Screens for adding/editing Quality and Completeness checks on Datasets
  • Include Completeness and Quality check results to General-tab overview
  • Screens for adding, editing, publishing human curated Alerts to subscribers (ODSL operations updates) with a means of capturing multiple updates in one Alert
  • Screens for easily viewing and subscribing/unsubscribing to Events and Alert records via MS Teams/email/queue channels
  • Screens for closing system generated or human curated Events with reason/message
  • Support links to specific filter setting (quick drill down) from main Dataset Monitoring page
  • Support to add/remove Datasets from monitoring
  • Support to filter for names and status in Dataset list
  • Show overriden Dataset properties
  • Support additional information (Alerts and Smart Feed status) for Datasets
  • Support different impact status (Critical, High, Medium, Low) for Datasets
  • Support additional properties/grouping options (Category, Priority, Provider) for Datasets
  • Support Dataset Webportal actions (Save actual as expected, Mark as waiting, Run quality checks, Send alert) in sub-tabs
  • Support additional delivery status (Active, Missing) for Datasets
  • Support Smart Loader edit/configuration screen for Datasets
  • Support Smart Loader edit/configuration in Feed-tab
  • Include Loaders log information to Feed-tab
  • Add new sub-tab Timeline for visualisation of the overall loading process including Process Log information
  • Support for documentation and report links on Datasets
  • Add new sub-tab Insights that includes individual Dataset reports (Auditing, Corrections, Data Usage, Delivery Scores, Holiday, Loaded Time Analysis, Tenor Delivery, Usage)
  • Improve Dataset monitoring queue and SignalR usage
  • Support client specific view of Dataset Monitoring
  • Collecting and storing performance metrics - for further operational and/or reporting options
  • Support Smart Loader to send ONDATE variable to process
  • Data Management Topic Guide update
  • User Guide update

General Bugfixes​

  • 403 error when writing events
  • Aggregating from 1-minutely to 15-minutely seems to shift results

General Enhancements​

  • Gas day representation
  • Support creating smart timeseries with Event Curve Dates as BASE
  • Adding calendar to Event Curves
  • Ensure curve substitution only works according to the configured calendar
  • Support GET method on a timeseries to handle non-aligned dates
  • Add feature policies to reduce portal clutter for basic users
  • Support additional subscription targets
  • Support metric based Alerts

Hotfixes​

  • Some curves not visible in Web-Portal because curve dates are autoscaled
  • Fixes to rounding/precision
  • Support building standard curves from curve series
  • Support adding alerts for invalid tenant activity
  • Improvement to policies for dataset management
  • Option to update DSID to existing events

Release History​

2024

Dec-2024​

Fixed Bugs​

  • Use range end for rescaling data and fix index out of range issue

Enhancements​

  • Date range improvements
  • Support properties and methods after expressions within parenthesis
  • Allow specific data id to search for (combining filtering in search field)
  • Support helpful functions to VarContract (extend Comparing/ordering forward contracts)
  • Policy reporting: Fix for tenant policies and added create and run for rights
  • Support for searching logs in process execution
  • Support for rules for quality checks on datasets

Oct-2024/Nov-2024​

This release contains server and Excel fixes and enhancements.

Fixed Bugs​

  • Loaders stuck at Initialising Process - add timeout handling to the LOADER
  • Ensure numbers are not stored in scientific notation
  • JSON Service - losing null values from “stringSeriesValues“ list
  • Duplicated ondate after curve substitution
  • #ONDATE problem when running a report (retrieving values from older date)
  • Saving data aggregation type dropdown in Portal
  • Events not visible in Portal - prevent an empty array (or anything else) from removing a data reference
  • Updating a time series without a start date - add defensive code to prevent updating data VarReferences
  • Push log messages from the script in real-time so the Portal can display them
  • Fix disappearing log messages when a script fails
  • Handle scripts with no return value
  • Excel add-in (erase data from previous retrieval, timezone usage in range)
  • Support precision after autoscaling
  • Null pointer for conversions
  • End date in curve tenor time series
  • Fixing TypeError: Cannot read properties of undefined (reading 'forEach') - Refreshing a block of CurveTenorSeries in Excel

Enhancements​

  • Data Monitoring
  • Aggregated Curve Chart in web portal
  • Support Curve Series in Excel add-in
  • Documentation in Portal - render code blocks using css with language specific syntax highlighting
  • Curve ondates sorting in json
  • Expose azure metrics as time series
  • Support GET for multiple ids with expressions
  • Support running a report with date rules
  • Support progress status while loading data in Portal
  • Add Portal and Excel support for VarMetricTimeSeries
  • Performance improvements for large time series
  • Support merging history data profiles - using a SmartTimeSeries with a special function sequence([])
  • Add cron timezone to task information
  • Add defensive code for while loop usage - add limit for while loop (1000 iterations); allow user to overwrite the limit with set while_limit n
  • Time is now included in the range for time series, curve series and events
  • Support setting autoscale off|on
  • Support text based custom date formats in Excel add-in
  • Support usage of "-" in Excel sheet naming
  • Support currency and units conversion in Excel add-in
  • Update some attribute in Excel add-in functions to $<attribute>

Sep-2024​

Dataset Monitoring​

The Dataset Monitoring GUI MVP allows users to inspect dataset loading and quality checks.

Add range support for curveseries​

Added support for using a date range with a curveseries.

Aug-2024​

Attachment filename​

Added support for configuring attachment file name for the subscription email target.

Optional curve inputs​

Added support for optional curve inputs.

Ignore precision setting​

Added new syntax to ignore precision and use all available decimals.

set precision ignore

Support for last trading day in delivery rules​

Added support for using the last trading day (expiry) in the delivery rules.

Generate relative property​

Added support for dynamically generating relative tenors on the fly. This allows run to store absolute events and dynamically generate relatives for curves based on the curve expiry calendar.

Process execution termination​

Added support for terminating running process executions

Jul-2024​

Process history flag​

Added support for running history loaders which do not trigger subscriptions

Process rescheduling​

Added support for re-scheduling failed processes

Smart loaders​

Added support for creating loaders that use dataset information intelligently to run processes to load data

Add support for date rules in queue subject​

Support is added to enable adding custom date rules in the subject of a message to a subscription queue target

Jun-2024​

Build a curve for a range of dates​

You can now build a curve for a range of dates

ODSL Code:

run curve "AAA:ECS" with "between(2024-06-01,2024-06-05)"

REST API:

GET {{url}}/curve/v1/build/AAA:ECS
  ?_run=true
  &_range=between(2024-06-01,2024-06-05)
Authorization: Bearer {{token}}

GET {{url}}/curve/v1/AAA:ECS
  ?_function=build
  &_range=between(2024-06-01,2024-06-05)
Authorization: Bearer {{token}}

Added mytags for searching​

Added support for customer specific tags on Master Data called mytags. These properties are included in free searching and tag searching

Support for running multiple instances of VSCode Extension​

Now 10 instances are supported for language support (intellisense/ hovering etc.) and debugging.

Script Management​

Added script management into the portal with the following features:

  • View all public and private scripts that you have access to
  • Visual comparison of script versions
  • Tag and delete script versions
  • Rollback to the previous version
  • Merge code chunks from previous versions into the latest version and save it

You can now add reports as links to various resources to display the report in the portal with the selected resource

For example, you can add a link to a report to an object and when viewing the object, the report will be shown as an additional tab.

Added Support for Azure Data Lake Storage​

You can now push data to Azure Data Lake Storage using subscriptions.

Added support for API-TOKENS​

You can now create and use API-TOKENS as an alternative way of authentication

Added support for webhooks​

A new subscription target for webhooks which will POST the resource to the supplied webhook target URL

Added holiday/expiry function​

A new function to return a list of holidays or expiries from a list of calendar id's and a date range

New function - combine​

A new curve function which will combine 2 curves into 1 with the option to replace tenors in the base curve or only add new tenors.

Added support for value transformation in Event Curves​

You can now add a valueTransformation property to an Event Curve as an expression to transform all input values, e.g. value * 1.1

New period code GCY​

Added a new period code for handling of Gas Calendar Years

The GCY period code delivery is for a full calendar year with a gas day offset

Fixes​

  • Datetimes in timeseries and curveseries now always store the full datetime string
  • Fix for financial spot tenor (SP) sorting
  • Fix small issue running functions in scripts via REST API

May-2024​

Selection of environment in Portal​

Added support for switching to a data environment other than production. This can be done by clicking on your username at the top right of the portal and selecting the environment name to switch to

Edit documentation in Portal​

Support documentation can be added to processes as per the documentation service. You can now edit the documentation directly in the portal using markdown

Change to script ids​

Private script ids now contain the full path from the project directory to the filename

For example, if you have your scripts in a folder called ch-odsl-scripts and you place a script called test.odsl in a sub folder called process, the _id of the script will be:

ch-odsl-scripts\process\test

Apr-2024​

Insight reports​

Added support for interactive insight reports - See public report #INSIGHT_DM_CORRECTIONS

Subscribe buttons​

Added subscribe buttons to allow a quick method of adding a subscription to:

  • Master Data
  • Data (curves, timeseries, matrices)
  • Event Lists
  • Reports
  • Processes

Curve management buttons​

Added manage button onto curves to allow you to manually push curves into curve management. Also added a delete button in curve management to allow you to remove curves from curve management.

Holiday calendar on event curves​

Added support for attaching a holiday calendar onto an event curve which will provide the calendar for event curve tenor timeseries.

Added correction service​

Added a service to report on data corrections

Mar-2024​

Azure blob subscription target​

Add support for sending subscribed data to an Azure Blob, this will allow for greater integration with Azure middleware services.

Amongst others, Azure Data Factory pipelines can be triggered from Azure Blob updates.

Documentation service​

Added a new service documentation - this will be used for both:

  • Product documentation in multiple languages - added by us in public
  • Operational support documentation - added by the client in private

Support Documentation can be created using the VSCode extension in Markdown (file extension .md) and uploaded using the context menu item (Upload this document)

Support Documentation can be added to the following entities:

  • Process - will display in the Process and Execution dashboards
  • Curve - will display in the curve dashboard

Metric improvements​

We have added some extra fields on the metrics that are recorded.

  • httpstatus
  • duration (ms)
  • action
  • responseSize (bytes)

Feb-2024​

Custom period codes​

Added support for custom period codes, allowing you to set specific expiry and delivery dates. Custom period codes start with 'C', e.g.

CFEB24_MAR24

Email subscription target update​

Added support for adding subscribed data as email attachments.

CurveSeries performance improvements​

Improved the read/write performance for Curve Series.

A Curve Series is used for forward curves with a few thousand tenors, e.g. hourly curves with 5 years of tenors.

Severe quality status for curves​

Added a quality status severe indicating that the curve has been built, but it is incomplete or insufficient quality and needs to be rebuilt before using for exports etc.

Jan-2024​

Timeseries auto-scaling​

When retrieving timeseries with a large amount of observations, we now auto-scale the timeseries according to the following rules:

  • Intradaily -> Daily
  • Daily -> Monthly
  • Monthly -> Yearly

The auto-scale thresholds are:

  • Portal = 5000 observations
  • Excel = 25000 observations
  • api = 25000 observations

Curve Management Dashboard​

We have introduced a curve management dashboard to monitor the lifecycle of curves managed in the system.

It has the following features:

  • Configuration of build, quality, approval and export groups
  • Build cut-off times with missing curve substitution rules
  • Automated curve quality checks
  • Manual approvals
  • Export scripts to manage the export and feedback from the export system

Python SDK​

Added a python SDK in PyPI

The python SDK for OpenDataDSL has the following features:

  • Find any data in OpenDataDSL using the list command
  • Retrieve any data using the get command
  • Update any data (if you have permission) using the update command
2023

New data type - Events​

Events are data that happened at a point in time for an amount of time, such as power station outages. We allow capturing these events and creating dynamic timeseries and curves from them.

New data type - Matrix​

Added support for storing matrices for various statistical uses, e.g. correlation and covariance matrices. Added support for converting timeseries and curves into matrices

New service - Reports​

New custom report functionality using custom ODSL code to generate any shape data to be presented in a report. Reports can be formatted using Mustache which is a popular HTML templating syntax.

Granular Security Policies​

Support for more granular security policies which can filter down to an individual document.

Correlation and covariance matrix functions​

Add function to calculate correlation and covariance matrices.

Improvements to searching​

Added more ways to perform searching for data

ODSL language improvements​

  • Added publish command to publish data to other tenants
  • Added sendmail command to send data as an email
  • Added set credentials command to store custom source user credentials
  • Added element-wise multiply and divide operators for matrices
  • Added single line if statements and conditional expressions
  • Improved type creation, adding support for bespoke error messages
  • Extended run command to support running reports
2022

Smart Data on Types​

We add the ability to define smart timeseries and curves on a type. All objects that directly implement the type will have those smart data objects dynamically added.

User Tasks​

User tasks are manual tasks assigned to users either by other users or by processes such as data quality. Tasks can be:

  • Emailed
  • Pushed to JIRA

More Statistics Functions​

We will be adding for statistical functions for Timeseries and Curves.

More Statistics Functions​

We have added a few more functions that can be used in your ODSL scripts:

  • csum - Cumulative Sum
  • cmax - Cumulative Maximum
  • cmin - Cumulative Minimum
  • cave - Cumulative Average

Calendar improvements​

Improvements to the Intraday calendars:

  • Add timezone
  • Add a flag to indicate that it is an intraday calendar

Bulk updates and deletes​

Add support for performing bulk updates and deletes

Added community version​

Added FREE community version of the ODSL VSCode editor.

Quality Checks on Objects​

Added support for defining constraints (checks) on an object type, and also defaults for null values

Aggregation Framework in the ODSL Language​

Added language support for defining aggregations and aggregation stages.

Custom MongoDB Collections​

We have added support for clients to connect to your own MongoDB clusters and use the tools directly on the collections holding your own data.

Data Packages​

Data packages are pre-defined processes that users can deploy to their own environment to load data from providers into their private database. These data providers do not provide data that we can freely distribute, therefore the client has to load the data into their own private environment.

Events​

Events are a thing that has happened at a point in time, similar to an observation in a TimeSeries only with a lot more information. Example events are:

  • An order placed with a broker, exchange etc.
  • A trade made with a broker, exchange etc.
  • A planned or unplanned outage (REMIT Urgent Market Message)

Curve Change Values​

Added a 'change' value to show the absolute change of all tenors in a curve from the previous built curve

Region support in ODSL code​

Allow users to create regions in ODSL code to break a script up into smaller sections. These regions can be folded and run/debugged independently

Date Rule Grammar​

Added support for using dynamic dates such as T-1W (go back 1 week)

Support for unit conversion custom factors​

You can now add properties on TimeSeries or Curves to provide absolute conversion factors to a specified unit

Smart Curve Caching Improvements​

Added support for caching options, you can now choose from:

  • Never cache
  • Cache on demand
  • Cache when any dependencies are updated
  • Cache based on a cron schedule

Curve Calendar Enhancements​

Various minor improvements

  • Use of holiday calendars for absolute movement of expiry calendars
  • Add support for timezone offsets when using hourly period codes

Add support for TOP in FIND command​

Allows you to return a small sample of items when using the find command in ODSL

Smart TimeSeries​

The exciting introduction of Smart TimeSeries allowing you to create on-demand TimeSeries using a formula/expression.

Portal Smart Curves and TimeSeries​

A new Smart Data section in the portal to 'play around' with Smart Curves and TimeSeries and save them to the Database.

Excel Add-in​

Initial release of the Excel Add-in which will allow you to:

Gas Days​

A new calendar supporting Gas Day hourly data aggregation and reporting.

Smart Curves​

The exciting introduction of Smart Curves allowing you to create on-demand curves without using a Curve Builder.

Custom Period Codes​

Support for custom, one-off and special period codes for use on contracts on Curves. See documentation

2021

Command Line Interface​

Initial release of the CLI which will allow you to run scripts locally and initiate interactive sessions

New account management option in the Portal​

This is the place to go to manage your OpenDataDSL account:

  • Edit your personal details and upload an image
  • Edit your company details and configuration settings
  • Accounting information such as cost analysis, invoices and payments
  • Support - raise a support ticket, data or enhancement request

TimeSeries Scaling​

Added support for rescaling TimeSeries for both aggregation to a lower frequency and distribution to a higher frequency. See the documentation here

Improvement to calendar holiday rules​

Added support for options on the following rule types:

New pause command​

Add added a new command pause allowing you to pause execution of a script.

Syntax:

pause number ('second'|'seconds'|'minute'|'minutes'|'hour'|'hours')

Added support for using XSLTs in the XML Service​

You can now use an XSLT transformer when reading XML data, e.g.

xdata = ${xml:xml,"xslt="+xslt}

Added new email target for queues​

You can now emails using a subscription - see here for more information

A few minor enhancements

  • Added daylightSavings function to test if the passed in date is a DST changeover day

Getting ready for the soft launch!​

We are putting the finishing touches on the Web Portal that will allow us to start welcoming prospective clients to start using it. Designing the screens that will get you started

Added support for real-time events​

We completed the first stage of the real-time API allowing for a more responsive experience in the GUI and the more collaboration opportunities in other applications

Curve configurations in the web portal​

We have added the capability of creating and editing curve configurations in the web portal:

Added unit REST API​

Added support for getting a list of units of measure symbols and details

ODSL grammar updates​

Added support for manually triggering configured subscriptions

trigger subscriptionname for date

Added logout command to log your user account out and clear the user cache

logout

Added support for referencing tenors in a curve

tenor = curve["M01"]

Improvements to CRON configuration for processes​

We have added support for the following special characters in cron expressions for processes:

  • '-' for a range of values in all fields

    • 22 13-15 ? * MON-FRI *

  • '/' for increments in the MINUTE, HOUR, DOM and MONTH fields

    • 0/15 13 ? * FRI-SUN *
    • 0 0/4 ? * FRI-SUN *
    • 0 0 1/5 * FRI-SUN *
    • 0 0 5 1/3 FRI-SUN *

  • 'W' for nearest weekday - this will fire on a Friday if the DOM falls on a Saturday or a Monday if the DOM falls on a Sunday

    • 0 0 15W 1 ? *

  • '#' for week of month as DOW#week number

    • 0 0 ? 1 6#3 *
    • 0 0 ? 1 6#1,6#3 *

  • 'L' for last DOM or DOW

    • 0 0 L 1 ? *
    • 0 0 * 1 L *

REST API improvements​

We added a _search query parameter to allow for text searching of objects. Simply pass in a search expression to get results based on values in the fields: _id, name, description and classification.

Base Object Type​

We defined a base object type that all types derive from which contain the following fields:

  • name
  • description
  • classification
  • geolocation

Objects and Data in the web portal​

Charts in the web portal​

Links allow you to view related data and information

Curve Building Support​

We added support for creating your own forward curves using logic created in OpenDataDSL scripts. You can create an object of type #CurveConfig with 1 or more inputs and 1 or more outputs and save to the new CURVE service, example configuration:

MY_CURVE = object as #CurveConfig
    name = "My Curve"
    expiryCalendar = "REOMHENG"
    buildScript = "simplecurve"
    inputs\[0\] = object as #CurveConfigInput
        key = "PRIMARY"
        id = "#MATBAROFEX.ROS.SOJA.FUT:CLOSE"
        required = true
    end
    outputs\[0\] = object as #CurveConfigOutput
        name = "CURVE"
        code = "multiplyByFactor(PRIMARY, factor)"
        factor = 1.5
        currency = "EUR"
        units = "MWH"
        expiryCalendar = "REOMHENG"
    end
end
save ${curve:MY_CURVE}

Data aggregation support​

Added the ability to filter, group and aggregate any data using ODSL and the REST services, e.g.

summary = aggregate ${exec}
    match service="ETL"
    group _id="$status", qty=count()
    sort qty desc
end

Add range support for time-series​

Add _range query option to specify a date range for time-series retrieval. Add 3 methods:

  • last(n) - last n observations
  • from(d) - from date d to the latest
  • between(d1, d2) - between 2 dates, d1 and d2

Object and data storage​

Improvements to the way objects and data is stored to allow greater query flexibility. Users can now query across all types of objects.

Custom save and delete reasons​

Added the ability to define a ‘reason’ on all save and delete methods. This reason is placed in the audit log and the saved object (if versioned)

Search object properties and return data​

Added the ability to query object properties, but return data entities using the profile command, e.g.

// Fetch all data for all ECB_FX currencies data = find profile SPOT from ${currency:public} where source == "ECB_FX"

Process Executions in the web portal​

Added the ability to view process executions in the web portal:

Indexes​

Add ability for users to create custom database indexes to improve query performance.

Queues​

Add ability for users to create and manage their own queues. Each queue can either be consumed by the loader process or can be left open to be consumed on-premises - see more here

2020

Geospatial queries​

Add ability to add geometric shapes as a data property on objects and support geospatial queries on data, such as finding all objects within a radius of a point or within a polygon - see more here

Versioning​

Add consistent versioning of data in the following services:

  • Types
  • Objects - definable by object type
  • Transformers
  • Extractors
  • Calendars
  • Actions
  • Workflows
  • Scripts
  • Processes

Auditing​

Add audit records for all create, update and delete actions on all services

Queue Management​

Allow users to add new queues and configure automatic data loading into proprietary ODSL database

Maths Functions​

  • Simple regression
  • Basic descriptive statistics (min, max, mean etc)