CloudFabrix Documentation
Asset IntelligenceOps IntelligenceObservabilityRobotic Data
  • Getting Started
  • CloudFabrix Overview
  • AIOps Platform
  • AIOps Solutions
  • CloudFabrix RDA
    • RDA - Overview
      • RDA - Terminology and Artifacts
    • RDA - Installation
      • Linux OS
      • Windows OS
      • Mac OS
      • RDA Client
      • Worker Nodes
      • Event Gateway
      • Edge Collector
      • Log Shippers
        • Filebeat
        • Fluentd
        • Rsyslog
        • Syslog (udp)
        • Splunk forwarder (Windows and Linux)
        • Winlogbeat (Windows)
      • RDA Log Archives
    • RDA - Administration
      • RDA - Configuration
    • RDA - User Guide
      • RDA - AIOps Studio
        • AIOps Studio - Solution Packages
        • AIOps Studio - Pipelines
        • AIOps Studio - Explore
        • AIOps Studio - Administration
        • RDA CLI in UI
        • AIOps Studio - Examples
          • File Operations
          • Loop Operations
          • Data Management Operations - cfxdm
          • Data mapping - cfxdm - dm:eval
          • Filters - cfxdm - dm:filter
          • Data mapping - cfxdm - dm:map
          • Metadata - cfxdm-dm:metadata
          • Data mapping - cfxdm - dm:functions
            • Any_non_null
            • Concat
            • Datetime
            • Date and Timestamp
            • Evaluate
            • Fixed
            • Highest
            • Join
            • jsonDecode
            • Lower
            • Lowest
            • Match
            • Minutes_Between
            • Replace
            • Seconds_Between
            • Slice
            • Split
            • Strip
            • To_Numeric
            • Ts_To_Datetimestr
            • Upper
            • When_Null
          • Data Mapping cfxdm - dm:sort
          • Data Mapping cfxdm - dm:head
          • Data Mapping cfxdm - dm: tail
          • Data Mapping cfxdm - dm: dedup
          • Data Mapping cfxdm - dm:selectcolumns
          • Data Mapping cfxdm - dm:fixcolumns
          • Data Mapping cfxdm - dm:mergecolumns
          • Data Mapping cfxdm - dm:describe
          • Data Mapping cfxdm - dm:save
          • Data Mapping cfxdm - dm:savedlist
          • Data Mapping cfxdm - dm:recall
          • Data Mapping cfxdm - dm:concat
          • Data Mapping cfxdm - dm:groupby
          • Data Mapping cfxdm - dm:to_type
          • Data Mapping cfxdm - dm:enrich
          • Data Mapping cfxdm - dm:dns_ip_to_name
          • Data Mapping cfxdm - dm:dns_name_to_ip
        • AIOps Studio - Datasource Examples
          • Elasticsearch (v1)
      • RDA - Data Management (cfxdm)
        • cfxdm - dm:filter
        • cfxdm - dm:map
        • cfxdm - dm:functions
        • cfxdm - dm:sort
        • cfxdm - dm:head
        • cfxdm - dm:tail
        • cfxdm - dm:dedup
        • cfxdm - dm:selectcolumns
        • cfxdm - dm:mergecolumns
        • cfxdm - dm:describe
        • cfxdm - dm:hist
        • cfxdm - dm:bin
        • cfxdm - dm:fixcolumns
        • cfxdm - dm:save
        • cfxdm - dm:savedlist
        • cfxdx - dm:recall
        • cfxdm - dm:concat
        • cfxdm - dm:groupby
        • cfxdm - dm:enrich
        • cfxdm - dm:to_type
        • cfxdm - dm:dns_ip_to_name
        • cfxdm - dm:dns_name_to_ip
        • cfxdm - files:loadfile
      • RDA Terminal
        • Examples using Terminal / Commandline
    • RDA - Bot Documentation
    • RDA - Datasource Integrations
      • AppDynamics
      • Dynatrace
      • Dell EMC Unity
      • Elasticsearch
      • Infoblox NetMRI
      • Kubernetes Cluster
      • Linux OS
      • Microsoft Windows Server OS
      • Nagios XI
      • NetApp Clustered ONTAP
      • PRTG Network Monitor
      • VMware vCenter
      • VMware vRealize Operations
    • RDA - Python API
      • Class CaaSDataset
      • Class CaaSClient
      • Python API Example
    • RDA - FAQ
      • Download and Installation
      • Troubleshooting
  • CFXQL - CFX Query Language
    • CFXQL User Interface
  • Operations Intelligence Analytics (OIA)
    • Solution Overview
      • Navigating cfxOIA
      • Any title
    • Administration Guide
      • Active Directory Integration
      • Add Customer
      • First Steps
      • OIA Users
      • Add New Users and Assign Roles
      • Add Environment
      • Add Gateway
      • Add DataSource
      • Add Project
      • Project Configuration
      • Stacks
      • Teams
    • User Guide
      • Incidents
        • Incident
        • Stack
      • Alerts
      • Outcomes
  • INTEGRATIONS
    • Zabbix
    • AppDynamics
    • Dynatrace
    • NetApp C Mode
    • NetApp 7 Mode
    • Splunk Enterprise
    • VMware vCenter
  • OBSERVABILITY
  • Observability - IT Infrastructure Monitoring (cfxPulse)
    • Getting Started
    • Solution Overview
    • Installing cfxPulse Collector
    • Administrator Quick Start Guide
      • Prerequisites
      • Accessing cfxPulse
      • Configuration of cfxPulse
      • Setting Up Monitoring
      • Monitoring Using Prometheus Agents
      • How to add Prometheus Agent Details
      • Discovery of Devices
      • Monitoring Dashboard
    • End User Quick Start Guide
      • Portal Navigation
      • Monitoring Analysis
      • Monitoring
      • Alerts and Incidents
      • Reports
      • NOC/Ops
      • Configuration Backups
      • Interacting With Tabular Reports
      • Creating Custom Dashboards
  • Observability - Log Monitoring & Analytics (CFX LogAnalytics or CLA)
    • Getting Started
    • Solution Overview
    • Solution Key Components
    • Log Forwarding
      • Install and Configure Logstash
      • Sending Logs to Logstash Forwarder
    • Log Collection
      • Collecting Logs from Linux
    • Log Transformation & Enrichment
    • Logstash Installation
      • How to install Java / Logstash on client side
  • Asset Intelligence Analytics (AIA) Solution
    • Getting Started
    • Solution Overview
    • AIA Roles
      • Platform Admin
        • Managed Service Provider (MSP)
        • Authentication Server
        • Set Up Services
        • Organizations
        • Users
      • Organization Admin
        • My Organizations
      • Organization Executive
      • Organization User
    • AIA Tasks, Functions
      • Home Page Navigation
      • Filters
      • Settings Menu
      • Notifications
      • Authentical Server
      • How to Add, Edit, Delete MSP
      • Actions
        • Services
        • Files
        • Dictionaries
        • Discovery Jobs
        • Snapshots
        • Clambda Jobs
        • State Operations
        • Replacement Rate
      • Details
        • Overall
        • POR Insights
        • HW Assets
        • SW Assets
        • Contracts
        • App Dependency
        • Asset List
    • AIA API
    • Enterprise Discovery
      • cfxEdgeCollector
        • Deployment of cfxEdgeCollector
        • Configuration of cfxEdgeCollector
        • cfxEdgeCollector Command Line Options
        • cfxEdgeCollector Help Command
        • Working With cfxEdgeCollector
        • cfxEdgeCollector Auto Export
    • Asset Intelligence & Analytics (AIA) (Delete)
  • CloudFabrix SaaS
    • Signup
    • Navigation
    • User Roles
  • Support
    • Contact Support
Powered by GitBook
On this page
  1. CloudFabrix RDA
  2. RDA - User Guide
  3. RDA - AIOps Studio
  4. AIOps Studio - Examples

Data Mapping cfxdm - dm:groupby

Group rows by selected columns

PreviousData Mapping cfxdm - dm:concatNextData Mapping cfxdm - dm:to_type

Last updated 3 years ago

dm: groupby: This cfxdm function allows the user to group the data (by rows) based on selected columns using aggregate functions.

dm: groupby syntax:

  • columns (mandatory): Select one or more columns for grouping the data.

  • agg (optional):

    • count: It is applied by default when 'agg' is not specified. Supported on any value types (numeric or non-numeric values)

    • min: Supported on numeric values only

    • max: Supported on numeric values only

    • sum: Supported on numeric values only

Example 1:

Step 1: Create an empty dm_groupby_example_1 using AIOps studio as shown in the below screenshot.

Step 2: Add the following pipeline code/commands into the above-created pipeline as shown in the below screenshot:

You can copy the below code into your pipeline and execute that in your environment. ##### This pipeline creates a set of records/dateset details coming from a vCenter ##### environment. This dataset includes datastore details, Folder name, guest_hostname, ##### guest_ip_address. ###### This pipeline uses dm groupby to view the data grouped by selective column name ###### Example by Folder, datastore etc. @dm:empty --> @dm:addrow datastore.1 = 'CFX-QA-Store-NFS-qnap' & Folder = '' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'test2.oia.cloudfabrix.com' & guest_ip_address = '10.95.134.17' & `VM Name` = 'test1' --> @dm:addrow datastore.1 = 'CFX-QA-Store-NFS-qnap' & Folder = 'User VMs' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'qa.oia.cloudfabrix.com' & guest_ip_address = '10.95.122.13' & `VM Name` = 'test2' --> @dm:addrow datastore.1 = 'ENG_ISOs,netapp-qa-nfs' & Folder = 'User VMs,Ravi-Pisupati,TestVMs' & guest_full_name = 'Ubuntu Linux (64 bit)' & guest_hostname = 'ubuntuqa' & guest_ip_address = '10.95.102.172' & `VM Name` = 'test3' --> @dm:addrow datastore.1 = 'datastore1 (6)' & Folder = 'Ravi-Pisupati' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'elkstack' & guest_ip_address = '10.95.121.218' & `VM Name` = 'test4' --> @dm:addrow datastore.1 = 'datastore1-198' & Folder = '' & guest_full_name = 'Microsoft Windows Server' & guest_hostname = 'spdnode.adwinstack' & guest_ip_address = '10.95.132.4' & `VM Name` = 'test5' --> @dm:addrow datastore.1 = 'netapp-dev-nfs-01' & Folder = 'User VMs,Ravi-Pisupati,TestVMs' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'localhost' & guest_ip_address = '10.95.103.115' & `VM Name` = 'test6' --> @dm:addrow datastore.1 = 'netapp-dev-nfs-01' & Folder = 'User VMs,Ravi-Pisupati,TestVMs' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'localhost' & guest_ip_address = '10.95.103.115' & `VM Name` = 'test7' --> @dm:addrow datastore.1 = 'netapp-dev-nfs-02' & Folder = 'CFX-Drama,Capri-Demo' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'democloudp' & guest_ip_address = '10.95.122.212' & `VM Name` = 'test8' --> @dm:addrow datastore.1 = 'netapp-dev-nfs-02' & Folder = 'CFX-Drama,Capri-Demo' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'ravip-v201-platform' & guest_ip_address = '10.95.122.216' & `VM Name` = 'test9' --> @dm:addrow datastore.1 = 'netapp-dev-nfs-02' & Folder = 'CFX-Drama,Capri-Demo' & guest_full_name = 'CentOS 4/5/6/7 (64 bit)' & guest_hostname = 'cfxautomatesvc' & guest_ip_address = '10.95.125.116' & `VM Name` = 'test10' --> @dm:groupby columns = 'Folder'

Step 3: Click verify button to verify the pipeline. RDA will verify the pipeline without any errors (as shown below)

Step 4: Click execute button to execute the pipeline. RDA will execute the pipeline without any errors (as shown below)

Step 5: Verify that the output data is grouped based on the selected column (e.g. 'Folder' column from the dataset created) as shown below screenshot.

This function is useful when users want to group by column/columns. In addition, is useful for any numeric values.

When an agg function 'sum' is used, it automatically applies to all eligible columns (numerical values).

Empty pipeline
Pipeline code added to empty pipeline created
Pipeline code verified
Screenshot (Execution of pipeline without any errors)
RDA runs pipeline using function dm groupby using column 'Folder' as shown above