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## Data Manipulation Query Functions

LogScale's event and data manipulation functions allow event creation, modification and data manipulation of events and fields within the event.

Table: Data Manipulation Query Functions

Function | Default Argument | Availability | Description
--- | --- | --- | ---
`array:contains(array, value)` | `array` |  | Checks whether the given value matches any of the values of the array and excludes the event if no value matches.
`array:filter(array, [asArray], function, [var])` | `array` |  | Drops entries from the input array using the given filtering function.
`array:reduceAll(array, function, var)` | `array` |  | Computes a value from all events and array elements of the specified array.
`array:reduceColumn(array, [as], function, var)` | `array` |  | Computes an aggregate value for each array element with the same index.
`array:union(array, [as])` | `array` |  | Determines the set union of array values over input events.
`bitfield:extractFlags(field, [onlyTrue], output)` |  |  | Interprets an integer as a bit field and extracts the specified flags.
`coalesce([as], expressions, [ignoreEmpty])` | `expressions` |  | Selects the value of the first expression from a list of expressions
`concat([as], field)` | `field` |  | Concatenates the values of a list of fields into a value in a new field.
`concatArray([as], field, [from], [prefix], [separator], [suffix], [to])` | `field` |  | Concatenates values of all fields with same name and an array suffix into a new field.
`copyEvent(type)` | `type` |  | Duplicates an event so that the pipeline will see both events.
`drop(fields)` | `fields` |  | Removes specified fields from each event.
`dropEvent()` |  |  | Drops completely an event in parser pipeline to stop it from being ingested.
`eval()` |  |  | Creates a new field by evaluating the provided expression.
`format([as], field, format, [timezone])` | `format` |  | Formats a string using printf-style.
`json:prettyPrint([as], [field], [step], [strict])` | `field` |  | More readable output to a JSON field.
`lowercase(field, [include], [locale])` | `field` |  | Changes field name or content to lowercase for parsers.
`parseCEF([field], [headerprefix], [keeplabels], [labelprefix], [prefix])` | `field` |  | Parses CEF version 0.x encoded messages.
`parseCsv(columns, [delimiter], [excludeEmpty], field, [trim])` | `field` |  | Parses a CSV-encoded field into known columns.
`parseHexString([as], [charset], field)` | `field` |  | Parses input from hex encoded bytes, decoding resulting bytes as a string.
`parseJson([exclude], [excludeEmpty], field, [handleNull], [include], [prefix], [removePrefixes])` | `field` |  | Parses specified fields as JSON.
`parseLEEF([delimiter], [field], [headerprefix], [keeplabels], [labelprefix], [parsetime], [prefix], [timezone])` | `field` |  | Parses LEEF version 1.0 and 2.0 encoded messages.
`rename([as], field)` | `field` |  | Renames one or more given fields.
`replace([as], [field], [flags], regex, [replacement], [with])` | `regex` |  | Replaces each substring that matches given regular expression with given replacement.
`sankey(source, target, [weight])` |  |  | Produces data compatible with Sankey widget.
`series(collect, [endmatch], [maxduration], [maxpause], [memlimit], [separator], [startmatch])` | `collect` |  | Collects a series of values for selected fields from multiple events into one or more events.
`split([field], [strip])` | `field` |  | Splits an event structure created by a JSON array into distinct events.
`splitString([as], by, [field], [index])` | `field` |  | Splits a string by specifying a regular expression by which to split.
`stripAnsiCodes([as], field)` | `field` |  | Removes ANSI color codes and movement commands.
`transpose([column], [header], [limit], [pivot])` | `pivot` |  | Transposes a query results set by creating an event for each attribute.
`unit:convert([as], [binary], field, [from], [keepUnit], [to], [unit])` | `field` |  | Converts values between different units.
`upper([as], field, [locale])` | `field` |  | Changes contents of a string field to upper case letters.
`urlDecode([as], field)` | `field` |  | URL-decodes the contents of a string field.
`urlEncode([as], field, [type])` | `field` |  | URL encodes the contents of a string field.
`writeJson([as], [field])` | `field` |  | Writes data, including fields, as a JSON object.
`xml:prettyPrint([as], field, [step], [strict], [width])` | `field` |  | Nicer output to an XML field.

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