> For the complete documentation index, see [llms.txt](https://docs.cloudfabrix.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.cloudfabrix.io/rda.md).

# CloudFabrix RDA

- [RDA - Overview](https://docs.cloudfabrix.io/rda/introduction-to-rda.md): CloudFabrix's Robotic Data Automation
- [RDA - Terminology and Artifacts](https://docs.cloudfabrix.io/rda/introduction-to-rda/rda-terminology.md)
- [RDA - Installation](https://docs.cloudfabrix.io/rda/installation.md): RDA software download, install and it's prerequisites
- [Linux OS](https://docs.cloudfabrix.io/rda/installation/rda-linux-os.md): RDA software installation on Linux OS
- [Windows OS](https://docs.cloudfabrix.io/rda/installation/rda-windows-os.md): RDA software installation on Windows OS
- [Mac OS](https://docs.cloudfabrix.io/rda/installation/mac-os.md): RDA software installation on Mac OS
- [RDA Client](https://docs.cloudfabrix.io/rda/installation/rda-client.md): Installation instructions for RDA client command line utility to interact with RDA platform
- [Worker Nodes](https://docs.cloudfabrix.io/rda/installation/worker-nodes.md): Install worker nodes that can process data, execute bots and pipelines.
- [Event Gateway](https://docs.cloudfabrix.io/rda/installation/event-gateway.md): Install event gateway RDA agent to collect and stream Module to collect logs/events and stream to RDA platform
- [Edge Collector](https://docs.cloudfabrix.io/rda/installation/edge-collector.md): Discover and collect IT assets data from hybrid cloud environments and send data to RDA Platform
- [Log Shippers](https://docs.cloudfabrix.io/rda/installation/log-shippers.md): Log Shippers Configuration
- [Filebeat](https://docs.cloudfabrix.io/rda/installation/log-shippers/filebeat.md): Configuration of log shipper 'Filebeat'
- [Fluentd](https://docs.cloudfabrix.io/rda/installation/log-shippers/fluentd.md): Configuration of log shipper 'Fluentd'
- [Rsyslog](https://docs.cloudfabrix.io/rda/installation/log-shippers/rsyslog.md): Configuration of log shipper 'rsyslog'.
- [Syslog (udp)](https://docs.cloudfabrix.io/rda/installation/log-shippers/syslog-udp.md): Configuration of log shipper 'syslog (udp)'.
- [Splunk forwarder (Windows and Linux)](https://docs.cloudfabrix.io/rda/installation/log-shippers/splunk-forwarder-windows-and-linux.md): Configuration of log shipper 'splunk forwarder'
- [Winlogbeat (Windows)](https://docs.cloudfabrix.io/rda/installation/log-shippers/winlogbeat-windows.md): Configuration of log shipper 'Winlogbeat'
- [RDA Log Archives](https://docs.cloudfabrix.io/rda/installation/rda-log-archives.md): Log Archive Repository
- [RDA - Administration](https://docs.cloudfabrix.io/rda/installation-of-rda.md): RDA - Administration
- [RDA - Configuration](https://docs.cloudfabrix.io/rda/installation-of-rda/configuration.md)
- [RDA - User Guide](https://docs.cloudfabrix.io/rda/rda-userguide.md)
- [RDA - AIOps Studio](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio.md): CloudFabrix'x AIOps Studio
- [AIOps Studio - Solution Packages](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-studio-solution-packages.md): Solution packages provides a packaged solution that includes user credentials, pipelines.
- [AIOps Studio - Pipelines](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-studio-pipelines.md): AIOps Studio pipeline functionality framework that enables users to automate end-to-end tasks.
- [AIOps Studio - Explore](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-studio-explore.md): This section provides details on exploring AIOps Studio functionality.
- [AIOps Studio - Administration](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-studio-administration.md): AIOps Studio Administration functionality
- [RDA CLI in UI](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/rda-terminal-in-jupyterlab-ui.md): RDA CLI in UI Terminal
- [AIOps Studio - Examples](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter.md): This section provides various examples and use-cases using AIOps Studio
- [File Operations](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/file-related-operations.md): This section covers how AIOps Studio can be used for perform file based operations
- [Loop Operations](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/loop-operations.md): This section covers how looping functionality can be used in RDA pipelines under AIOps Studio
- [Data Management Operations - cfxdm](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-operations.md)
- [Data mapping - cfxdm - dm:eval](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/eval.md)
- [Filters - cfxdm - dm:filter](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-dm-filter.md): Filtering related cfxdm:filter tag functionality
- [Data mapping - cfxdm - dm:map](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-map.md): This tag allows the user to manipulate or transform the  columns and its values.
- [Metadata - cfxdm-dm:metadata](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-metadata.md): Metadata related cfxdm functionality using cfxdm-dm:metadata
- [Data mapping - cfxdm - dm:functions](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions.md): Data manipulation and transformation using RDA functions
- [Any\_non\_null](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/any_non_null.md)
- [Concat](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/concat-function.md)
- [Datetime](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/datetime.md)
- [Date and Timestamp](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/date-and-timestamp-functions.md)
- [Evaluate](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/evaluate.md)
- [Fixed](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/fixed.md)
- [Highest](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/highest.md)
- [Join](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/join.md): Joins input list
- [jsonDecode](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/jsondecode.md)
- [Lower](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/lower.md)
- [Lowest](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/lowest.md)
- [Match](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/match.md)
- [Minutes\_Between](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/minutes_between.md)
- [Replace](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/replace-function.md)
- [Seconds\_Between](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/seconds_between.md)
- [Slice](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/slice.md)
- [Split](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/split.md)
- [Strip](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/strip.md)
- [To\_Numeric](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/to_numeric.md)
- [Ts\_To\_Datetimestr](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/ts_to_datetimestr.md)
- [Upper](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/upper.md)
- [When\_Null](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-functions/when_null.md)
- [Data Mapping cfxdm - dm:sort](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-sort.md): dm:sort is the default sort (text based)
- [Data Mapping cfxdm - dm:head](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-head.md)
- [Data Mapping cfxdm - dm: tail](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-tail.md)
- [Data Mapping cfxdm - dm: dedup](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-dedup.md)
- [Data Mapping cfxdm - dm:selectcolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-selectcolumns.md)
- [Data Mapping cfxdm - dm:fixcolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-fixcolumns.md)
- [Data Mapping cfxdm - dm:mergecolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-mergecolumns.md): Data merge from multiple columns to a single column
- [Data Mapping cfxdm - dm:describe](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-describe.md): Show column statistics
- [Data Mapping cfxdm - dm:save](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-save.md): Save input data into a named dataset
- [Data Mapping cfxdm - dm:savedlist](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-savelist.md): List named datasets
- [Data Mapping cfxdm - dm:recall](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdx-dm-recall.md): Recall or retrieve the data from saved named dataset
- [Data Mapping cfxdm - dm:concat](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdx-dm-concat.md): Merge or append two or more named datasets
- [Data Mapping cfxdm - dm:groupby](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-groupby.md): Group rows by selected columns
- [Data Mapping cfxdm - dm:to\_type](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-to_type.md): Set data type on columns
- [Data Mapping cfxdm - dm:enrich](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-dm-enrich.md): Enrich the data using dictionaries
- [Data Mapping cfxdm - dm:dns\_ip\_to\_name](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/data-mapping-cfxdm-dm-dns_ip_to_name.md): DNS Name resolution from IP Address to FQDN
- [Data Mapping cfxdm - dm:dns\_name\_to\_ip](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/examples-jupyter/cfxdm-dm-dns_name_to_ip.md): DNS Name resolution from FQDN to IP Address
- [AIOps Studio - Datasource Examples](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-datasource-examples.md)
- [Elasticsearch (v1)](https://docs.cloudfabrix.io/rda/rda-userguide/rda-aiops-studio/aiops-datasource-examples/elasticsearch.md): Elascticsearch integration with AIOps/RDA.
- [RDA - Data Management (cfxdm)](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm.md): Data management & transformation
- [cfxdm - dm:filter](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-filter.md): Data filtering using CFX query language
- [cfxdm - dm:map](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-map.md)
- [cfxdm - dm:functions](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-functions.md): Data manipulation and transformation
- [cfxdm - dm:sort](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-sort.md): Sort the data in ascending or descending order
- [cfxdm - dm:head](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-head.md): Get top 'n' rows
- [cfxdm - dm:tail](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-tail.md): Get last 'n' rows
- [cfxdm - dm:dedup](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-dedup.md): Remove duplicates from the data
- [cfxdm - dm:selectcolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-selectcolumns.md): Include or Exclude columns
- [cfxdm - dm:mergecolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-mergecolumns.md): Data merge from multiple columns to a single column
- [cfxdm - dm:describe](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-describe.md): Show column statistics
- [cfxdm - dm:hist](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-hist.md): Histogram on timeseries data
- [cfxdm - dm:bin](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-bin.md): Grouping the data in different bins
- [cfxdm - dm:fixcolumns](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-fixcolumns.md): Remove special character from Column names
- [cfxdm - dm:save](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-save.md): Save data into a named dataset
- [cfxdm - dm:savedlist](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-savedlist.md): List named datasets
- [cfxdx - dm:recall](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdx-dm-recall.md): Recall or retrieve the data from saved named dataset
- [cfxdm - dm:concat](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-concat.md): Merge or append two or more named datasets
- [cfxdm - dm:groupby](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-groupby.md): Group rows by selected columns
- [cfxdm - dm:enrich](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-enrich.md): Enrich the data using dictionaries
- [cfxdm - dm:to\_type](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-to_type.md): Set data type on columns
- [cfxdm - dm:dns\_ip\_to\_name](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-dns_ip_to_name.md): DNS Name resolution from IP Address to FQDN
- [cfxdm - dm:dns\_name\_to\_ip](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-dm-dns_name_to_ip.md): DNS Name resolution from FQDN to IP Address
- [cfxdm - files:loadfile](https://docs.cloudfabrix.io/rda/rda-userguide/rda-data-management-cfxdm/cfxdm-files-loadfile.md): Manage files: Loading a file into AIOps studio
- [RDA  Terminal](https://docs.cloudfabrix.io/rda/rda-userguide/rda-using-terminal.md)
- [Examples using Terminal / Commandline](https://docs.cloudfabrix.io/rda/rda-userguide/rda-using-terminal/examples-terminal.md)
- [RDA - Bot Documentation](https://docs.cloudfabrix.io/rda/rda-bot-documentation.md): Bot Documentation
- [RDA - Datasource Integrations](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations.md): RDA datasource integrations - move the data from anywhere to anywhere
- [AppDynamics](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/appdynamics.md): APM Integration for Metrics, App model & App Inventory
- [Dynatrace](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/dynatrace.md): APM Integration for Metrics, App model & App Inventory
- [Dell EMC Unity](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/dell-emc-unity.md): Unity storage array inventory
- [Elasticsearch](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/elasticsearch.md): Read, Update, Append data from or to Indices
- [Infoblox NetMRI](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/infoblox-netmri.md): Network device Inventory and topology
- [Kubernetes Cluster](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/kubernetes-cluster.md): Kubernetes Cluster infrastructure inventory
- [Linux OS](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/linux-os.md): Linux OS inventory
- [Microsoft Windows Server OS](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/microsoft-windows-os.md): Windows Server OS inventory
- [Nagios XI](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/nagios-xi.md)
- [NetApp Clustered ONTAP](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/netapp-clustered-ontap.md): Clustered ONTAP inventory
- [PRTG Network Monitor](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/prtg-network-monitor.md)
- [VMware vCenter](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/vmware-vcenter.md): VMware vCenter infrastructure inventory
- [VMware vRealize Operations](https://docs.cloudfabrix.io/rda/cfxdx-datasource-integrations/vmware-vrealize-operations.md): Virtual Infrastructure Monitoring
- [RDA - Python API](https://docs.cloudfabrix.io/rda/rda-python-api.md)
- [Class CaaSDataset](https://docs.cloudfabrix.io/rda/rda-python-api/rda-class-caasdataset.md)
- [Class CaaSClient](https://docs.cloudfabrix.io/rda/rda-python-api/rda-class-caasclient.md)
- [Python API Example](https://docs.cloudfabrix.io/rda/rda-python-api/rda-python-example.md)
- [RDA - FAQ](https://docs.cloudfabrix.io/rda/rda-faq.md): RDA - Frequently Asked Questions
- [Download and Installation](https://docs.cloudfabrix.io/rda/rda-faq/download-and-installation.md)
- [Troubleshooting](https://docs.cloudfabrix.io/rda/rda-faq/troubleshooting.md)