Component library

Composition

• Union
• Fuse / Coalesce fields
• Grouper
• Invoke child Analysis job

Conversion

• Convert to boolean
• Convert to string
• Convert to date
• Convert to number

Data structures

• Read keys and values from map
• Select values from list
• Build list
• Select values from key/value map
• Build key/value map
• Compose & write JSON document
• Read elements from list
• Read & parse JSON document

Date and time

• Extract date part
• Generate timestamp
• Timestamp converter
• Date difference / period length
• Date to age
• Format date
• Date mask matcher
• Capture changed records

Encoding

• XML encoder
• Hash value
• URL encoder
• Transliterate
• XML decoder
• HTML encoder

Filter

• Equals
• Validate in dictionary
• Compare
• String value range
• Validate with string pattern
• Null check
• Max rows
• String contains filter
• Number range
• Capture changed records
• String length range
• Date range

Machine learning

• Apply classifier
• Apply regression

Network tools

• Convert number to IP
• Resolve hostname
• Convert IP to number

Numbers

• Round number
• Math formula
• Generate UUID
• Generate ID
• Increment number

Scripting

• Groovy transformer (advanced)
• Expression language (EL) transformer
• Groovy transformer (simple)
• JavaScript transformer (simple)
• JavaScript transformer (advanced)
• JavaScript filter

Text

• URL parser
• Concatenator
• Whitespace trimmer
• Plain search/replace
• Regex parser
• Remove substring
• Text case transformer
• Remove unwanted characters
• Regex search/replace
• Tokenizer

Location

• Country standardizer

Reference data

• String pattern matcher
• Remove dictionary matches
• HTTP request
• Dictionary matcher
• Table lookup
• Synonym lookup

Date and time

• Month distribution
• Year distribution
• Weekday distribution
• Week number distribution
• Date/time analyzer
• Date gap analyzer

Machine learning

• Train Neural Net classifier
• Classifier cross-evaluation
• Train SVM classifier
• Train Random Forest regression
• Train Random Forest classifier

Visualization

• Density plot
• Stacked area plot
• Scatter plot

• Number analyzer
• Fill pattern
• Unique key check
• Completeness analyzer
• Reference data matcher
• Value matcher
• Value distribution
• Referential integrity
• Pattern finder
• Boolean analyzer
• Mark rows
• Character set distribution
• String analyzer

• Create CSV file
• Insert into table
• Create staging table
• Delete from table
• Create Excel spreadsheet
• Update table