# 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) --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.cloudfabrix.io/rda.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.