Data Bots to Automate Repetitive Data Tasks

Our built-in AI/ML and Analytics Bots make data driven decisions a breeze

Our Data Bot library consists of extensive list of tasks or functions that automate various data operations like loading files, reading data, data selection, filtering, aggregating, shaping, sampling, masking, redacting, encrypting, deduplicating, clustering, classification, regression analysis and more

AppDynamics

appdynamics

Connect to AppDynamics and retreives Apps, Nodes, Metrics etc.

AWS CloudWatch

aws-cloudwatch

Connect to AWS-Cloudwatch and retrieves data for metrices, logs, filter events etc.

cfxdm

CFX Data Manipulation

Connect to Cfxdm and retrives data to filter, map, groupby etc.

Dynatrace

dynatrace

Retreives inventory, metrics and alerts from Dynatrace

Elasticsearch Index

#elasticsearch:index

Read, Write, Update, Append data for specified Elasticsearch Index

email_reader

Email Reader

Connect to Email and retreives data to read files etc.

email_sender

Email Sender

Connect to Email and retreives data to send files etc.

Send Message to Microsoft Teams

@msteams:send-message

Send message to Microsoft Teams channel

Upload File to Microsoft Sharepoint

@sharepoint:upload-file

Uploads dataset as a file to Microsoft SharePoint

Hadoop File System

hdfs

Retreives files and objects from HDFS

IBM Watson NLP

@watson:run-nlp

Connect to Watson and retreives data for categories, concepts, keywords etc.

Jira Defects

jira

Creates and retrieves incidents from Jira

Cisco Meraki

Cisco Meraki

Retreives performance metrics, health and alerts/events from Meraki cloud

MySQL Table

#mysql

Connect to Mysql and retreives data for log data, inventory data etc.

Oracle

#oracle

Retreive key peformance metrics and stats from Oracle DB server

Rubrik

Rubrik

Connect to Rubrik and retreives data to load rubrik event data from file using filename parameter etc.

Slack Upload

@slack:upload-to-channel

Upload dataframe to specified Slack channel

SQL Lite

3sql-lite

Connect to Database and retreives data for different tables etc.

VMware vCenter

vmware-vcenter

Connect to VMware-VCenter and retreives data for hosts, datastores etc.

Generic Webhook

webhook

Connect to Webhook and retreives data to post alerts to OIA etc.

GCP Instances

gcp:instance

Retreives Google Cloud Platform (GCP) Instances and their details

GCP Images

gcp:my-images

Retreives Google Cloud Platform (GCP) images and their details

GCP Volumes

gcp:volumes

Retreives Google Cloud Platform (GCP) volumes and their details

GCP Network

gcp:networks

Retreives Google Cloud Platform (GCP) networks and their details

GCP Sub Networks

gcp:subnetworks

Retreives Google Cloud Platform (GCP) subnetworks and their details

GCP Addresses

gcp:addresses

Retreives Google Cloud Platform (GCP) addresses and their details

GCP Target Pools

gcp:targetPools

Retreives Google Cloud Platform (GCP) target pools and their details

GCP Storage

gcp:storageContainers

Retreives Google Cloud Platform (GCP) storage containers and their details

GCP Projects

gcp:projects

Retreives Google Cloud Platform (GCP) projects and their details

GCP Cloud Billing

gcp:cloudbilling

Retreives Google Cloud Platform (GCP) billing details

New Block

@c:new-block

Start a new block within the pipeline

Simple Loop

@c:simple-loop

Start a simple looping block using 'loop_var' as list of values

Data Loop

@c:data-loop

Start a looping block using 'dataset' name of the saved dataset, and unique values from 'columns'

Count Loop

@c:count-loop

Start a looping block that counts from 'start' to 'end' with 'increment' numerical values

Timed Loop

@c:timed-loop

Start a looping block that waits 'interval' seconds between each iteration

Bookmark Loop

@c:bookmark-loop

Start a looping block that reads a specified bookmark name (bookmark must be saved as part of the loop block)

Load File

@files:loadfile

Load the file using filename, filetype and sheet parameters

Save File

@files:savefile

Save the file using filename, filetype and sheet parameters

Append File

@files:appendfile

Save to file using filename, if file exists, append the data. Supports only CSV format.

Dataset to Excel

@files:datasets_to_xlsx

Export specified datasets to an Excel file, each dataset as a different sheet. Returns summary of export.

Metadata

@dm:metadata

Analyze metadata for the input dataset

Filter

*dm:filter

Apply CFXQL filtering on the data

Evaluate

@dm:eval

Map values using evaluate function. Speciy one of more column = 'expression' pairs

Map

@dm:map

Inline mapping of columns 'from' using 'func' and save output to 'to' column

Mask

@dm:mask

Partiallly or completely mask all values in specified columns

Any Non Null

*dm:func any_non_null

Returns any non null value from list of input values

SHA3-256 Checksum

*dm:func checksum

Compute SHA3-256 checksum of input (default md5 algorithm)

Concat

*dm:func concat

Adds prefix and suffix to the specified string

Datetime

*dm:func datetime

Parses input string and converts into a epoch millis format number

Days Between

*dm:func days_between

Number of days between two datetime strings. If only one specified, compare diff between now and that timestamp.

Evaluate

*dm:func evaluate

Given an expression, evaluates the expression string

Fixed Value

*dm:func fixed

Returns a fixed value specified by the 'value' parameter.

Form Decode

*dm:func formDecode

Decodes input string to remove any URL encoded values.

Highest

*dm:func highest

Returns highest non-null value from the list of int values .

Hours Between

*dm:func hours_between

Number of hours between two datetime strings. If only one specified, compare diff between now and that timestamp.

Join

*dm:func join

Joins input list using optional separator.

JSON Decode

*dm:func jsonDecode

Decodes input string into JSON object.

To Lower Case

*dm:func lower

Converts to lowercase text

Lowest

*dm:func lowest

Returns lowest non-null value from the list of int values .

Map Values

*dm:func map_values

Maps input to using the specified name value dict.

Match

*dm:func match

Matches a regular expression and extracts a specific value (if matched).

MD5 Checksum

*dm:func md5

Compute MD5 checksum of input

Minutes Between

*dm:func minutes_between

Number of minutes between two datetime strings. If only one specified, compare diff between now and that timestamp.

Replace

*dm:func replace

Replaces oldvalue with newvalue in the input string

Reverse Endian UUID

*dm:func reverse_uuid_endian

Reverse the input UUID endian (big endian to little endian, vice-versa)

Seconds Between

*dm:func seconds_between

Number of seconds between two datetime strings. If only one specified, compare diff between now and that timestamp.

SHA256 Checksum

*dm:func sha256

Compute SHA256 checksum of input

Slice

*dm:func slice

Slices a string or an array using specified indices.

Split

*dm:func split

Splits input using specified 'sep' separator.

Strip

*dm:func strip

Strips white spaces from both sides of a string

Time Now

*dm:func time_now

Return current time in the specified string format. Default is ISO format.

Time Diff

*dm:func timediff

Time difference between two different time stamps

To Numeric

*dm:func to_numeric

Convert input value into numeric

To Datetime String

*dm:func ts_to_datetimestr

Proceses input number with specified 'unit' (s,ms,ns,excel_date)

To Upper Case

*dm:func upper

Converts to uppercase text

New UUID

*dm:func uuid

Returns new UUID

Item Value in Dict

*dm:func valueRef

Extracts a specific item from input dict object.

Value When Null

*dm:func when_null

If the specified value is null, it uses the value as per 'value' param

Sleep

@dm:sleep

Wait for a specified number of seconds before executing next step. Useful for timed loops.

Sort

@dm:sort

Sort values using 'columns' with 'order'

Head

@dm:head

Get first 'n' rows

Tail

@dm:tail

Get last 'n' rows

Dedup

@dm:dedup

Dedup rows using specified 'columns'

Diff

@dm:diff

Compare input dataset against a 'base_dataset'

Drop Null

@dm:dropnull

Drop rows if specified 'columns' have null values

Fix Null

@dm:fixnull

Replace null values in 'columns' with specified value

To Type

@dm:to_type

Change data type to str or int or float for specified columns

Change Time Format

@dm:change_time_format

Change datetime from one format to another for all specified columns

Group By

@dm:groupby

Group rows using specified 'columns' and specified 'agg' function

Select Columns

@dm:selectcolumns

Select columns using 'include' regex and/or 'exclude' regex

Merge Columns

@dm:mergecolumns

Merge columns using 'include' regex and/or 'exclude' regex into 'to' column

Fix Columns

@dm:fixcolumns

Fix column names such that they contain only allowed characters

Describe

@dm:describe

Describe the input dataframe using optional 'columns' attribute

Histogram

@dm:hist

Create histogram using 'timestamp' column and user 'interval' binning

Data Binning

@dm:bin

Create bins for numerical 'column' and bins specified by 'bins' parameter

Concat

@dm:concat

Concatenate set of saved dataframes ('names'). Each dataframe must have been saved using dm:save

Explode

@dm:explode

Explode a 'column' into rows by splitting the value using a 'sep' separator

Explode JSON

@dm:json-explode

Explode JSON data into rows

Implode

@dm:implode

Implode 'merge_cols' into comma separated list

Event Zoning

@dm:eventzoning

Compute event zones using 'groupby', 'created', 'resolved' columns

Intra Group

@dm:eventcorr-intra-group

Compute noise reduction for each group using 'groupby', 'created', 'window' columns

Identity Discovery

@dm:identity-discovery

Discover identities in the input dataset

Extract

@dm:extract

Extract data using 'expr' regex pattern from 'columns'

Grok

@dm:grok

Extract data using Grok syntax from a single column'

Save Dataset

@dm:save

Save the dataset with 'name'

Saved Dataset List

*dm:savedlist

List of saved datasets

Recall Dataset

@dm:recall

Recall (load) a previously saved dataset

Save Bookmark

@dm:save_bookmark

Save the bookmark with 'name'

Bookmark List

*dm:bookmark_list

List of saved bookmarks

Load Bookmark

@dm:load_bookmark

Load a previously saved bookmark

Empty Dataset

@dm:empty

Create an empty dataframe with optional columns

Add Row

@dm:addrow

Append a row to input dataframe, with specified column = value parameters

Enrich

@dm:enrich

Enrich the input dataframe using a saved dictionary dataset

Filter Using Dict

@dm:filter-using-dict

Filter rows using a dictionary. Action can be 'include' or 'exclude'

Check Integrity

@dm:check-integrity

Check integrity of input data using 'rules' dataset and save results to 'errors' dataset

Fail If Shape

@dm:fail-if-shape

Fail the pipeline, if input dataframe shape meets criteria expressed using 'row_count' & 'column_count'

Metric Correlation

@dm:metric-corr

Computes correlation between columns specified as metric and value column

Transpose

@dm:transpose

Transposes columns to rows

Pivot Table

@dm:pivot_table

Creates Pivot Table with index and columns

Melt

@dm:melt

Unpivot a DataFrame from wide to long format

DNS IP To Name

@dm:dns_ip_to_name

Perform reverse DNS lookup to map IP Addresses to Hostnames on specified columns

DNS Name To IP

@dm:dns_name_to_ip

Perform DNS lookup to map Hostnames to IP Addresses on specified columns

AIA Express

@aiaexpress:aiaexpress

Load the file using filename and pipeline type parameters

AWS EC2 Instances

*aws: :ec2:instances

EC2 Instances in the region

AWS EC2 My Images

*aws: :ec2:my-images

EC2 Images owned by this account in the region

AWS EC2 Volumes

*aws: :ec2:volumes

EC2 Volumes in the region

AWS EC2 VPCS

*aws-dev: :ec2:vpcs

EC2 VPCs in the region

AWS EC2 Addresses

*aws: :ec2:addresses

EC2 Elastic IP Addresses in the region

AWS S3 Buckets

*aws: :s3:buckets

S3 Buckets in the region

AWS Daily Costs

@aws: :ce:daily-costs

AWS Daily Costs in the region

Regression Analysis

@cfxml:regression

ML Regression for timeseries data

Classify Training

@cfxsml:classify-train

CFX ML Classification training

Classify Prediction

@cfxsml:classify-predict

CFX ML Classification prediction

Log Clustering

@cfxusml:logclustering

CFX ML: log clustering and save the model with 'model_name'

Log Prediction

@cfxusml:logpredict

CFX ML: log cluster prediction using pre-saved 'model_name'

Input Validation

@cfxusml:input_validation

CFX ML: Input validation for log clustering and save the report with 'result'

Output Validation

@cfxusml:output_validation

CFX ML: Input validation for log clustering and save the report with 'result'

Consul Status

*consul:consul-status

Consul Status

Consul Metrics

@consul:consul-metrics

Consul Metrics

Consul Datacenters

*consul:consul-datacenters

Consul Datacenters

Consul Nodes

*consul:consul-nodes

Consul Nodes

Consul Services

*consul:consul-services

Consul Services

Fortinet Logs

@datagen:fortinet_logs

Fortinet security event log generator

Symantec IDS Logs

@datagen:symantec_ids_logs

Symantec IDS Logs for Windows Hosts

CPU Data Gen

@datagen:cpu

CPU Usage data

Memory Data Gen

@datagen:memory

Memory Usage data

Network IO Data Gen

@datagen:network_io

Network IO Usage data

Splunk Logs

@datagen:tm-splunk-logs

Log simulation for TM Splunk logs

Active Alerts Filters

#dimensions:active-alerts-filters

Active Alerts Filter

Regression Jobs

#dimensions:ml-insights:regressionJobs

Regression Jobs

Write Stream

@dn:write-stream

Write data to specified stream in the data network

Read Stream

@dn:read-stream

Read data from specified stream in the data network

Slack Users

*slack:users

Retrieves Slack Users

Read Mail

@imap:readmail

Get emails from an IMAP Server

Istio Namespaces

*istio:namespaces

Kiali/istio Namespaces

Istio Services

@istio:services

Kiali/istio Services

Istio Applications

@istio:applications

Kiali/istio applications

Istio Workloads

@istio:workloads

Kiali/istio Workloads

Nagios Host

*nagios:nagios_host

Tag to list all hosts in nagios

Nagios Host Status

*nagios:nagios_host_status

Tag to list hosts status in nagios

Nagios Host Group

*nagios:nagios_host_group

Tag to list all host groups in nagios

Nagios Host Group

*nagios:nagios_host_group_members

Tag to list all host group members in nagios

Nagios Service

*nagios:nagios_service

Tag to list all services in nagios

Nagios Service

*nagios:nagios_service_status

Tag to list all services status in nagios

Nagios Service Group

*nagios:nagios_service_group

Tag to list all services groups in nagios

Nagios Service Group

*nagios:nagios_service_group_members

Tag to list all services group members in nagios

Nagios Logs

@nagios:nagios_logs

Tag to list all logs in nagios

Nagios Alerts

@nagios:nagios_alerts

Tag to list all alerts in nagios

OpenAI

@openai:classify

Semantic search based classification using a specified OpenAI engine

OpenAI Text

@openai:complete

Do the text completion using OpenAI for specified input

Prometheus
Targets

*prometheus:targets

Currently monitored targets

Prometheus
Metric

*prometheus:metric-metadata

Metric Metadata

Prometheus
Target

*prometheus:target-metadata

Target Metadata

Prometheus
Metric

@prometheus:metric-range

Metric range over a time duration

Prometheus
Metric

@prometheus:metric-instant

Metric instant value, with optional timestamp

Prometheus
Alerts

*prometheus:alerts

Currently monitored targets

Prometheus Metric

@prometheus:metric-inventory

Inventory derived from metric, with timestamp

REST API
Read

@restclient:read

Read data using REST Client

REST API Write

@restclient:write

Write input data using REST Client

REST API Invoke

@restclient:invoke

Invoke APIs using REST Client. Input data is passed through to output.

Load File

@rubrik:loadfile

Load rubrik event data from file using filename parameter

CloudDefense

@secops:container_vulnerabilities

Provides container security vulnerability insights

ServiceNow Incidents

#snow:incidents

ServiceNow Incidents

ServiceNow Incident Update

#snow:incidents-update

ServiceNow Incidents

ServiceNow Change Requests

#snow:change-requests

ServiceNow Change Requests

ServiceNow Attach To Incident

@snow:attach-to-incident

Attach specified dataset as an attachment to incidents. Incident number is expected as 'number' column in input

ServiceNow Query Table

@snow:query-table

Get data from specified ServiceNow table

ServiceNow Append

@snow:append-to-table

Append data to a ServiceNow table

ServiceNow Update Table

@snow:update-table

Update data in a ServiceNow table

ServiceNow KB Articles

#snow:kb_knowledge

Retrieve ServiceNow KB Articles

ServiceNow KB Articles

#snow:kb_knowledge_base

Retrieve ServiceNow KB bases

ServiceNow KB Keyword

#snow:kb_keyword

ServiceNow Knowledge keyword

ServiceNow CMDB

#snow:cmdb-relations

ServiceNow CMDB Relationships

ServiceNow Configure

#snow:cmdb-config-items

ServiceNow CMDB All Configuration Items

ServiceNow Computers

#snow:cmdb-computers

ServiceNow CMDB Computers

ServiceNow Network

#snow:cmdb-network

ServiceNow CMDB Network

TeamCity Builds

*teamcity:builds

TeamCity Builds

TeamCity Changes

@teamcity:changes_by_build

TeamCity Build Changes

VMware VROps

@vrops:resources

VMware vROps Resources

VMware VROps

@vrops:resource_properties

VMware vROps Resource Properties

VMware VROps

@vrops:resource_relationship

VMware vROps Resource Relationships

VMware VROps

@vrops:alerts

VMware vROps Alerts

VMware VROps VM Summary

*vrops:vm_summary

VMware vRops Virtual Machine Summary

VMware VROps Datastore Summary

*vrops:datastore_summary

VMware vRops Datastore Summary

VMware VROps Hostsystem

*vrops:hostsystem_summary

VMware vRops HostSystem Summary

VMware VROps Datacenter Summary

*vrops:datacenter_summary

VMware vRops Datacenter Summary

IBM Watson NLP

@watson:categories

Identify categories in the input description using IBM Watson NLP engine

IBM Watson NLP Concepts

@watson:concepts

Identify concepts in the input description using IBM Watson NLP engine

IBM Watson NLP Keywords

@watson:keywords

Identify keywords in the input description using IBM Watson NLP engine

IBM Watson NLP Sentiment

@watson:sentiment

Perform sentiment analysis on the input description using IBM Watson NLP engine

IBM Watson NLP

@watson:summarize

Perform summarization on the input description using IBM Watson NLP engine

Azure Instances

*azure:instances

Azure Instances

Azure My Images

*azure:my-images

Azure Images owned by this account

Azure Volumes

*azure:volumes

Azure Volumes

Azure Networks

*azure:networks

Azure Networks

Azure Network IPS

*azure:networkips

Azure Network IPs

Azure Network LBS

*azure:networklbs

Azure Load Balancers

Azure Storage

*azure:storagecontainers

Azure Storage Containers

Azure Insights Logs

*azurein:logs:workspaces

Azure Insights workspaces

Azure Insights Analytics

@azurein:logs:analytics

Azure Insights log analytics

Azure Insights Metrics List

*azurein:metrics-list

Azure Insights metrics

Azure Insights Metric Data

@azurein:metric-data

Azure Insights metric data

Azure Insights

*azurein:metric-alarms

Azure Insights metric alarms

Splunk Apps

*splunk:splunkApps

Tag to list all installed splunk apps

Splunk Main Search

@splunk:main:search

Tag for Index: main

Maria DB Table

#mariadb

Mysql Table cfxregistry.service

VMware vCenter VMS

*vc:vms

VMware VMs

VMware vCenter Hosts

*vc:hosts

VMware ESX Hosts

VMware vCenter vSwitches

*vc:vswitches

VMware ESX vSwitches

VMware vCenter Datastores

*vc:datastores

VMware ESX Datastores

PRTG Devices

*prtg:prtg_devices

To list all the devices in prtg

PRTG Sensors

*prtg:prtg_sensors

To list all the sensors in prtg

PRTG Alerts

*prtg:prtg_alerts

To list all the historical alerts in prtg

Write To Topic

@kafka:write-to-topic

Write data to specified Kafka topic

Poll Topic

@kafka:poll-topic

Poll a Kafka topic for data and read the data

Dashboards

*kibana:dashboards

List all available Kibana dashboards

Index Patterns

*kibana:index-patterns

List all available Kibana Index Patterns

Dashboard

*kibana:dashboard-visualizations

List all available Kibana visualizations that are part of dashboards

Visualizations

*kibana:visualizations

List all available Kibana visualizations

Ansible Run Playbook

@ansible:run-playbook

Run Ansible Playbook as specified in an input column. Add results as additional columns in output

Apply Jinja2 Template

@dm:apply-template-by-row

Apply specified formatting template for each input dataframe row and produce rendered output API Model for this Bot

NLP Scrape URL

@nlp:scrape-url

Scrape link specified in 'url' column and retrieve title, and plain text content

NLP Scrape Content

@nlp:scrape-content

Scrape the HTML content from specified 'input_col' and retrieve plain text content

NLP Sentiment Analysis

@nlp:analyze-sentiment

Do sentiment analysis on a specified input descriptive column

NLP Extract Nouns

@nlp:extract-nouns

Extract noun phrases from an input descriptive column

NLP Extract Keywords

@nlp:extract-keywords

Extract keyword phrases from an input descriptive column using Rapid Automatic Keyword Extraction (RAKE) algorithm

NLP Named Entity Recognition

@nlp:extract-named-entities

Extract named entities from an input descriptive column

Save Jinja2 Template

@dm:save_template

Save the formatting template with 'name'

Load Jinja2 Template

@dm:load_template

Load the formatting template with 'name'

List of Jinja2 Templates

*dm:template_list

List of saved formatting templates

Apply Jinja2 Template

@dm:apply-template

Apply specified formatting template for all input rows and produce one rendered row

Create Span

@dm:span-creator

Create Spans from input timeseries data

Cisco UCSM Chassis

*ucsm:ucsm_chassis_inventory

Cisco UCS Manager Chassis Inventory

Cisco UCSM Firmware

*ucsm:uscm_fw_inventory

Cisco UCS Manager Firmware Details

Cisco UCSM Server

*ucsm:ucsm_server_summary

Cisco UCS Manager Blade/Rack Server Summary

Cisco UCSM Storage

*ucsm:_server_storage_inventory

Cisco UCS Manager Blade/Rack Servers Storage Inventory

Cisco UCSM HBA

*ucsm:server_hba_inventory

Cisco UCS Manager Blade/Rack Servers Inventory

Cisco UCSM Memory

*ucsm:server_memory_inventory

Cisco UCS Manager Blade/Rack Servers Memory Inventory

Cisco UCSM Network

*ucsm:server_network_inventory

Cisco UCS Manager Blade/Rack Servers Network Inventory

Cisco UCSM CPU

*ucsm:ucsm_server_cpu_inventory

Cisco UCS Manager Blade/Rack Servers CPU Inventory

Cisco UCSM Fabric Interconnect

*ucsm:ucsm_fi_summary

Cisco UCS Manager Fabric Interconnect Overview

Cisco UCSM FI Neighbors

*ucsm:ucsm_fi_neighbors

Cisco UCS Manager Fabric Interconnect Neighbors

Cisco UCSM FI Eth Ports

*ucsm:ucsm_fi_eth_port

Cisco UCS Manager Fabric Interconnect Ethernet Ports

Cisco UCSM FI FC Ports

*ucsm:ucsm_fi_fc_port

Cisco UCS Manager Fabric Interconnect FC Ports

Cisco UCSM IOMs

*ucsm:ucsm_iom_inventory

Cisco UCS Manager I/O Modules

Pagerduty Create Incident

@pagerduty:create-incident

Creates Incident in PagerDuty

Pagerduty List

@pagerduty:list_incidents

Retrieves Incidents from PagerDuty

Send Twilio SMS

@twilio:sms

Sends a SMS using Twilio API service to listed recepient

Append to File

@files:appendfile

Save to file using filename, if file exists, append the data. Supports only CSV format.

Cisco Support

@cisco-support:cisco_product

Lists product information of Cisco devices by product id(s)

Cisco Support Product Info (SN)

@cisco-support:cisco_product_info

Lists product information of Cisco devices by serial number(s)

Cisco Support EoL/EoS (PID)

@cisco-support:cisco_eox_by_pid

Lists EoX information of Cisco devices by product id(s)

Cisco Support EoL/EoS (SN)

@cisco-support:cisco_eox_by_sn

Lists EoX information of Cisco devices by serial number(s)

Cisco Support EoL/EoS (Dates)

@cisco-support:cisco_eox_by_dates

Lists EoX information of Cisco devices between dates

Cisco Support EoL/EoS (Version)

@cisco-support:cisco_eox_sw_ver

Lists EoX information of Cisco devices by software version

Cisco Support Product Defects

@cisco-support:cisco_bugs_by_bid

Lists bugs information of Cisco devices by bug id, PID, release, keywords etc.

Add To Repository

@dvc:add

Adds artifact to Data Version Control (dvc) repository

Commit to Repository

@dvc:commit

Commits artifact to Data Version Control (dvc) repository

Pull from Repository

@dvc:pull

Pull artifacts from Data Version Control (dvc) repository

Add Checksum

@dm:add-checksum

Add a checksum to a dataset with a pass-prhase

Verify Checksum

@dm:verify-checksum

Verifies checksum of a dataset with a pass-prhase. Throws error on failure

Encrypt Data

@crypto:encrypt

Encrypts dataset with cryptographic keys

Decrypt Data

@crypto:decrypt

Decrypts dataset with cryptographic keys

Add Signature

@crypto:add-signature

Adds a signature with cryptographic keys

Verify Signature

@crypto:verify-signature

Verifies a signature with cryptographic keys

Synthetic Dataset

@dm:synthetic-dataset

Generates a Dataset with synthetic data. Supports over 220 data types

Synthetic Data Fields

*dm:synthetic-fields

Lists data types that can be used to generate synthetic data. Supports over 220 data types

 

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