This module contains functions that allow you to interact with the DataWeave engine.

To use this module, you must import it to your DataWeave code, for example, by adding the line import * from dw::Runtime to the header of your DataWeave script.

Functions

dataFormatsDescriptor

dataFormatsDescriptor(): Array<DataFormatDescriptor>

Returns the description of all the DataFormats that are installed in the current Runtime

Example

This example shows how the dataFormatsDescriptor behaves under different inputs.

Source
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import * from dw::Runtime
---
dataFormatsDescriptor()
Output
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  [
        {
             "id": "json",
             "binary": false,
             "defaultEncoding": "UTF-8",
             "extensions": [
               ".json"
             ],
             "defaultMimeType": "application/json",
             "acceptedMimeTypes": [
               "application/json"
             ],
             "readerProperties": [
               {
                 "name": "streaming",
                 "optional": true,
                 "defaultValue": false,
                 "description": "Used for streaming input (use only if entries are accessed sequentially).",
                 "possibleValues": [
                   true,
                   false
                 ]
               }
             ],
             "writerProperties": [
               {
                 "name": "writeAttributes",
                 "optional": true,
                 "defaultValue": false,
                 "description": "Indicates that if a key has attributes, they are going to be added as children key-value pairs of the key that contains them. The attribute new key name will start with @.",
                 "possibleValues": [
                   true,
                   false
                 ]
               },
               {
                 "name": "skipNullOn",
                 "optional": true,
                 "defaultValue": "None",
                 "description": "Indicates where is should skips null values if any or not. By default it doesn't skip.",
                 "possibleValues": [
                   "arrays",
                   "objects",
                   "everywhere"
                 ]
               }
             ]
           },
           {
             "id": "xml",
             "binary": false,
             "extensions": [
               ".xml"
             ],
             "defaultMimeType": "application/xml",
             "acceptedMimeTypes": [
               "application/xml"
             ],
             "readerProperties": [
               {
                 "name": "supportDtd",
                 "optional": true,
                 "defaultValue": true,
                 "description": "Whether DTD handling is enabled or disabled; disabling means both internal and external subsets will just be skipped unprocessed.",
                 "possibleValues": [
                   true,
                   false
                 ]
               },
               {
                 "name": "streaming",
                 "optional": true,
                 "defaultValue": false,
                 "description": "Used for streaming input (use only if entries are accessed sequentially).",
                 "possibleValues": [
                   true,
                   false
                 ]
               },
               {
                 "name": "maxEntityCount",
                 "optional": true,
                 "defaultValue": 1,
                 "description": "The maximum number of entity expansions. The limit is in place to avoid Billion Laughs attacks.",
                 "possibleValues": [

                 ]
               }
             ],
             "writerProperties": [
               {
                 "name": "writeDeclaration",
                 "optional": true,
                 "defaultValue": true,
                 "description": "Indicates whether to write the XML header declaration or not.",
                 "possibleValues": [
                   true,
                   false
                 ]
               },
               {
                 "name": "indent",
                 "optional": true,
                 "defaultValue": true,
                 "description": "Indicates whether to indent the code for better readability or to compress it into a single line.",
                 "possibleValues": [
                   true,
                   false
                 ]
               }
             ]
           }
  ]

fail

fail(String): Nothing

Throws an exception with the specified message.

Parameters
Name Description

message

An error message (String).

Example

This example returns a failure message Data was empty because the expression (sizeOf(myVar) <= 0) is true. A shortened version of the error message is shown in the Output section below.

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%dw 2.0
import * from dw::Runtime
var result = []
output application/json
---
if(sizeOf(result) <= 0) fail('Data was empty') else result
Output
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ERROR 2018-07-29 11:47:44,983 ...
*********************************
Message               : "Data was empty
...

failIf

failIf(T, (value: T) → Boolean, String): T

Produces an error with the specified message if the expression in the evaluator returns true, otherwise returns the value.

Parameters
Name Description

value

The value to return only if the evaluator expression is false.

evaluator

Expression that returns true or false.

Example

This example produces a runtime error (instead of a SUCCESS message) because the expression isEmpty(result) is true. It is true because an empty object is passed through variable result.

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%dw 2.0
import failIf from dw::Runtime
var result = {}
output application/json
---
{ "result" : "SUCCESS" failIf (isEmpty(result)) }
Output
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ERROR 2018-07-29 11:56:39,988 ...
**********************************
Message               : "Failed

locationString

locationString(Any): String

Returns the location string of a given value.

Parameters
Name Description

value

A value of any type.

Example

This example returns the contents of the line (the location) that defines variable a in the header of the DataWeave script.

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%dw 2.0
import * from dw::Runtime
var a = 123
output application/json
---
locationString(a)
Output
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"var a = 123"

orElse

orElse(TryResult<T>, () → R): T | R

Returns the result of the orElse if the previous try result failed if not returns the result of the previous

Introduced in DataWeave 2.2.0. Supported by Mule 4.2 and later.

Parameters
Name Description

previous

Previous try result

orElse

The next option to try if the previous fails

Example

This example waits shows how to chain different try

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%dw 2.0
import * from dw::Runtime
var user = {}
var otherUser = {name: "DW"}
output application/json
---
{
    a: try(() -> user.name!) orElse "No User Name",
    b: try(() -> otherUser.name) orElse "No User Name"
}
Output
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{
  "a": "No User Name",
  "b": "DW"
}

orElseTry

orElseTry(TryResult<T>, () → R): TryResult<T | R>

Function to be use with try in order to chain multiple try

Introduced in DataWeave 2.2.0. Supported by Mule 4.2 and later.

Parameters
Name Description

previous

Previous try result

orElse

The next option to try if the previous fails

Example

This example waits shows how to chain different try

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%dw 2.0
import * from dw::Runtime
var user = {}
var otherUser = {}
output application/json
---
{
    a: try(() -> user.name!) orElseTry otherUser.name!,
    b: try(() -> user.name!) orElseTry "No User Name"
}
Output
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{
  "a": {
    "success": false,
    "error": {
      "kind": "KeyNotFoundException",
      "message": "There is no key named 'name'",
      "location": "\n9|     a: try(() -> user.name!) orElseTry otherUser.name!,\n                                          ^^^^^^^^^^^^^^",
      "stack": [
        "main (org::mule::weave::v2::engine::transform:9:40)"
      ]
    }
  },
  "b": {
    "success": true,
    "result": "No User Name"
  }
}

prop

prop(String): String | Null

Returns the value of the property with the specified name or null if the property is not defined.

Parameters
Name Description

propertyName

The property to retrieve.

Example

This example gets the user.timezone property.

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%dw 2.0
import * from dw::Runtime
output application/dw
---
{ "props" : prop("user.timezone") }
Output
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{ props: "America/Los_Angeles" as String {class: "java.lang.String"} }

props

props(): Dictionary<String>

Returns all the properties configured for Mule runtime.

Example

This example returns all properties from the java.util.Properties class.

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%dw 2.0
import * from dw::Runtime
output application/dw
---
{ "props" : props() }
Output
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{
 props: {
   "java.vendor": "Oracle Corporation" as String {class: "java.lang.String"},
   "sun.java.launcher": "SUN_STANDARD" as String {class: "java.lang.String"},
   "sun.management.compiler": "HotSpot 64-Bit Tiered Compilers" as String ..., *    "os.name": "Mac OS X" as String {class: "java.lang.String"},
   "sun.boot.class.path": "/Library/Java/JavaVirtualMachines/ ...,
   "org.glassfish.grizzly.nio.transport.TCPNIOTransport...": "1048576" ...,
   "java.vm.specification.vendor": "Oracle Corporation" as String ...,
   "java.runtime.version": "1.8.0_111-b14" as String {class: "java.lang.String"},
   "wrapper.native_library": "wrapper" as String {class: "java.lang.String"},
   "wrapper.key": "XlIl4YartmfEU3oKu7o81kNQbwhveXi-" as String ...,
   "user.name": "me" as String {class: "java.lang.String"},
   "mvel2.disable.jit": "TRUE" as String {class: "java.lang.String"},
   "user.language": "en" as String {class: "java.lang.String"} ...,
   "sun.boot.library.path": "/Library/Java/JavaVirtualMachines ...
   "xpath.provider": "com.mulesoft.licm.DefaultXPathProvider" ...,
   "wrapper.backend": "pipe" as String {class: "java.lang.String"},
   "java.version": "1.8.0_111" as String {class: "java.lang.String"},
   "user.timezone": "America/Los_Angeles" as String {class: "java.lang.String"},
   "java.net.preferIPv4Stack": "TRUE" as String {class: "java.lang.String"},
   "sun.arch.data.model": "64" as String {class: "java.lang.String"},
   "java.endorsed.dirs": "/Library/Java/JavaVirtualMachines/...,
   "sun.cpu.isalist": "" as String {class: "java.lang.String"},
   "sun.jnu.encoding": "UTF-8" as String {class: "java.lang.String"},
   "mule.testingMode": "" as String {class: "java.lang.String"},
   "file.encoding.pkg": "sun.io" as String {class: "java.lang.String"},
   "file.separator": "/" as String {class: "java.lang.String"},
   "java.specification.name": "Java Platform API Specification" ...,
   "java.class.version": "52.0" as String {class: "java.lang.String"},
   "jetty.git.hash": "82b8fb23f757335bb3329d540ce37a2a2615f0a8" ...,
   "user.country": "US" as String {class: "java.lang.String"},
   "mule.agent.configuration.folder": "/Applications/AnypointStudio.app/ ...,
   "log4j.configurationFactory": "org.apache.logging.log4j.core...",
   "java.home": "/Library/Java/JavaVirtualMachines/...,
   "java.vm.info": "mixed mode" as String {class: "java.lang.String"},
   "wrapper.version": "3.5.34-st" as String {class: "java.lang.String"},
   "os.version": "10.13.4" as String {class: "java.lang.String"},
   "org.eclipse.jetty.LEVEL": "WARN" as String {class: "java.lang.String"},
   "path.separator": ":" as String {class: "java.lang.String"},
   "java.vm.version": "25.111-b14" as String {class: "java.lang.String"},
   "wrapper.pid": "5212" as String {class: "java.lang.String"},
   "java.util.prefs.PreferencesFactory": "com.mulesoft.licm..."},
   "wrapper.java.pid": "5213" as String {class: "java.lang.String"},
   "mule.home": "/Applications/AnypointStudio.app/...,
   "java.awt.printerjob": "sun.lwawt.macosx.CPrinterJob" ...,
   "sun.io.unicode.encoding": "UnicodeBig" as String {class: "java.lang.String"},
   "awt.toolkit": "sun.lwawt.macosx.LWCToolkit" ...,
   "org.glassfish.grizzly.nio.transport...": "1048576" ...,
   "user.home": "/Users/me" as String {class: "java.lang.String"},
   "java.specification.vendor": "Oracle Corporation" ...,
   "java.library.path": "/Applications/AnypointStudio.app/...,
   "java.vendor.url": "http://java.oracle.com/" as String ...,
   "java.vm.vendor": "Oracle Corporation" as String {class: "java.lang.String"},
   gopherProxySet: "false" as String {class: "java.lang.String"},
   "wrapper.jvmid": "1" as String {class: "java.lang.String"},
   "java.runtime.name": "Java(TM) SE Runtime Environment" ...,
   "mule.encoding": "UTF-8" as String {class: "java.lang.String"},
   "sun.java.command": "org.mule.runtime.module.reboot....",
   "java.class.path": "%MULE_LIB%:/Applications/AnypointStudio.app...",
   "log4j2.loggerContextFactory": "org.mule.runtime.module.launcher...,
   "java.vm.specification.name": "Java Virtual Machine Specification" ,
   "java.vm.specification.version": "1.8" as String {class: "java.lang.String"},
   "sun.cpu.endian": "little" as String {class: "java.lang.String"},
   "sun.os.patch.level": "unknown" as String {class: "java.lang.String"},
   "com.ning.http.client.AsyncHttpClientConfig.useProxyProperties": "true" ...,
   "wrapper.cpu.timeout": "10" as String {class: "java.lang.String"},
   "java.io.tmpdir": "/var/folders/42/dd73l3rx7qz0n625hr29kty80000gn/T/" ...,
   "anypoint.platform.analytics_base_uri": ...,
   "java.vendor.url.bug": "http://bugreport.sun.com/bugreport/" ...,
   "os.arch": "x86_64" as String {class: "java.lang.String"},
   "java.awt.graphicsenv": "sun.awt.CGraphicsEnvironment" ...,
   "mule.base": "/Applications/AnypointStudio.app...",
   "java.ext.dirs": "/Users/staceyduke/Library/Java/Extensions: ..."},
   "user.dir": "/Applications/AnypointStudio.app/..."},
   "line.separator": "\n" as String {class: "java.lang.String"},
   "java.vm.name": "Java HotSpot(TM) 64-Bit Server VM" ...,
   "org.quartz.scheduler.skipUpdateCheck": "true" ...,
   "file.encoding": "UTF-8" as String {class: "java.lang.String"},
   "mule.forceConsoleLog": "" as String {class: "java.lang.String"},
   "java.specification.version": "1.8" as String {class: "java.lang.String"},
   "wrapper.arch": "universal" as String {class: "java.lang.String"}
 } as Object {class: "java.util.Properties"}

run

run(String, Dictionary<String>, Dictionary<InputValue>, RuntimeExecutionConfiguration): RunSuccess | RunFailure

Runs a given script under the provided context. This function will execute this given script in the current runtime.

Parameters
Name Description

fileToExecute

The file name to execute

fs

The file system where to look for the files

inputs

The inputs that are going to be bing to the execution

configuration

The runtime configuration.

Example

This example shows how the run behaves under different inputs.

Source
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import * from dw::Runtime
var jsonValue = {
  value: '{"name": "Mariano"}' as Binary {encoding: "UTF-8"},
  encoding: "UTF-8",
  properties: {},
  mimeType: "application/json"
}

var jsonValue2 = {
  value: '{"name": "Mariano", "lastName": "achaval"}' as Binary {encoding: "UTF-8"},
  encoding: "UTF-8",
  properties: {},
  mimeType: "application/json"
}

var invalidJsonValue = {
  value: '{"name": "Mariano' as Binary {encoding: "UTF-8"},
  encoding: "UTF-8",
  properties: {},
  mimeType: "application/json"
}




var Utils = "fun sum(a,b) = a +b"
---
{
  "execute_ok" : run("main.dwl", {"main.dwl": "{a: 1}"}, {"payload": jsonValue }),
  "logs" : do {
    var execResult = run("main.dwl", {"main.dwl": "{a: log(1)}"}, {"payload": jsonValue })
    ---
    {
        m: execResult.logs.message,
        l: execResult.logs.level
    }
  },
  "grant" : run("main.dwl", {"main.dwl": "{a: readUrl(`http://google.com`)}"}, {"payload": jsonValue }, { securityManager: (grant, args) -> false }),
  "library" : run("main.dwl", {"main.dwl": "Utils::sum(1,2)", "/Utils.dwl": Utils }, {"payload": jsonValue }),
  "timeout" : run("main.dwl", {"main.dwl": "(1 to 1000000000000) map \$ + 1" }, {"payload": jsonValue }, {timeOut: 2}).success,
  "execFail" : run("main.dwl", {"main.dwl": "dw::Runtime::fail('My Bad')" }, {"payload": jsonValue }),
  "parseFail" : run("main.dwl", {"main.dwl": "(1 + " }, {"payload": jsonValue }),
  "writerFail" : run("main.dwl", {"main.dwl": "output application/xml --- 2" }, {"payload": jsonValue }),
  "readerFail" : run("main.dwl", {"main.dwl": "output application/xml --- payload" }, {"payload": invalidJsonValue }),
  "defaultOutput" : run("main.dwl", {"main.dwl": "payload" }, {"payload": jsonValue2}, {outputMimeType: "application/csv", writerProperties: {"separator": "|"}}),
}

Output
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{
  "execute_ok": {
    "success": true,
    "value": "{\n  a: 1\n}",
    "mimeType": "application/dw",
    "encoding": "UTF-8",
    "logs": [

    ]
  },
  "logs": {
    "m": [
      "1"
    ],
    "l": [
      "INFO"
    ]
  },
  "grant": {
    "success": false,
    "message": "The given required permissions: `Resource` are not being granted for this execution.\nTrace:\n  at readUrl (Unknown)\n  at main::main (line: 1, column: 5)",
    "location": {
      "start": {
        "index": 0,
        "line": 0,
        "column": 0
      },
      "end": {
        "index": 0,
        "line": 0,
        "column": 0
      },
      "content": "Unknown location"
    },
    "stack": [
      "readUrl (anonymous:0:0)",
      "main (main:1:5)"
    ],
    "logs": [

    ]
  },
  "library": {
    "success": true,
    "value": "3",
    "mimeType": "application/dw",
    "encoding": "UTF-8",
    "logs": [

    ]
  },
  "timeout": false,
  "execFail": {
    "success": false,
    "message": "My Bad\nTrace:\n  at fail (Unknown)\n  at main::main (line: 1, column: 1)",
    "location": {
      "start": {
        "index": 0,
        "line": 0,
        "column": 0
      },
      "end": {
        "index": 0,
        "line": 0,
        "column": 0
      },
      "content": "Unknown location"
    },
    "stack": [
      "fail (anonymous:0:0)",
      "main (main:1:1)"
    ],
    "logs": [

    ]
  },
  "parseFail": {
    "success": false,
    "message": "Invalid input \"1 + \", expected parameter or parenEnd (line 1, column 2):\n\n\n1| (1 + \n    ^^^^\nLocation:\nmain (line: 1, column:2)",
    "location": {
      "start": {
        "index": 0,
        "line": 1,
        "column": 2
      },
      "end": {
        "index": 4,
        "line": 1,
        "column": 6
      },
      "content": "\n1| (1 + \n    ^^^^"
    },
    "logs": [

    ]
  },
  "writerFail": {
    "success": false,
    "message": "Trying to output non-whitespace characters outside main element tree (in prolog or epilog), while writing Xml at .",
    "location": {
      "content": ""
    },
    "stack": [

    ],
    "logs": [

    ]
  },
  "readerFail": {
    "success": false,
    "message": "Unexpected end-of-input at payload@[1:18] (line:column), expected '\"', while reading `payload` as Json.\n \n1| {\"name\": \"Mariano\n                    ^",
    "location": {
      "content": "\n1| {\"name\": \"Mariano\n                    ^"
    },
    "stack": [

    ],
    "logs": [

    ]
  },
  "defaultOutput": {
    "success": true,
    "value": "name|lastName\nMariano|achaval\n",
    "mimeType": "application/csv",
    "encoding": "UTF-8",
    "logs": [

    ]
  }
}

runUrl

runUrl(String, Dictionary<InputValue>, RuntimeExecutionConfiguration): RunSuccess | RunFailure

Runs the script under the specified url.

Parameters
Name Description

url

The url of the script to execute

fs

The file system where to look for additional files.

configuration

The runtime configuration

Example

This example shows how the runUrl behaves under different inputs.

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import * from dw::Runtime
var jsonValue = {
  value: '{"name": "Mariano"}' as Binary {encoding: "UTF-8"},
  encoding: "UTF-8",
  properties: {},
  mimeType: "application/json"
}

var Utils = "fun sum(a,b) = a +b"
---
{
  "execute_ok" : runUrl("classpath://org/mule/weave/v2/engine/runtime_runUrl/example.dwl", {"payload": jsonValue })
}
Output
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{
   "execute_ok": {
     "success": true,
     "value": "\"Mariano\"",
     "mimeType": "application/dw",
     "encoding": "UTF-8",
     "logs": [

     ]
   }
 }

try

try(() → T): TryResult<T>

Evaluates the delegate function and returns an object with success: true and result if the delegate function succeeds, or an object with success: false and error if the delegate function throws an exception.

Parameters
Name Description

delegate

The function to evaluate.

Example

This example calls the try function using the randomNumber function as argument.
The function randomNumber generates a random number and calls fail if the number is higher than 0.5. The declaration of this function is in the script’s header.

Source
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%dw 2.0
import try, fail from dw::Runtime
output application/json
fun randomNumber() =
if(random() > 0.5)
  fail("This function is failing")
 else
  "OK"
---
try(() -> randomNumber())
Output

When randomNumber fails, the output is:

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{
  "success": false,
  "error": {
    "kind": "UserException",
    "message": "This function is failing",
    "location": "Unknown location",
    "stack": [
      "fail (anonymous:0:0)",
      "myFunction (anonymous:1:114)",
      "main (anonymous:1:179)"
    ]
  }
}

When randomNumber succeeds, the output is:

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{
  "success": true,
  "result": "OK"
}

Based on the output of the try function, you can add conditional logic to execute when the result is success: true or success: false.

wait

wait(T, Number): T

Stops the execution for the specified timeout (in milliseconds).

Warning
Stopping the execution will block the thread used, potentially causing slowness, low performance and potentially freezes of the entire runtime. This operation is intended for limited functional testing purposes and should not be used in production application, performance testing or with multiple applications deployed.
Parameters
Name Description

value

Input of any type.

timeout

The number of milliseconds to wait.

Example

This example waits 2000 milliseconds (2 seconds) to execute.

Source
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%dw 2.0
import * from dw::Runtime
output application/json
---
{ "user" : 1 } wait 2000
Output
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{ "user": 1 }

Types

DataFormatDescriptor

Definition
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{ name: String, binary: Boolean, defaultEncoding?: String, extensions: Array<String>, defaultMimeType: String, acceptedMimeTypes: Array<String>, readerProperties: Array<DataFormatProperty>, writerProperties: Array<DataFormatProperty> }

DataFormatProperty

Definition
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{ name: String, optional: Boolean, defaultValue?: Any, description: String, possibleValues: Array<Any> }

InputValue

Definition
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{ value: Any, encoding?: String, properties?: Dictionary<SimpleType>, mimeType: MimeType }

Location

Definition
1
{ start?: Position, end?: Position, content: String }

LogEntry

Definition
1
{ level: "INFO" | "ERROR" | "WARN", timestamp: String, message: String }

MimeType

Definition
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String

Position

Definition
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{ index: Number, line: Number, column: Number }

RunFailure

Definition
1
{ success: false, message: String, stack?: Array<String>, location: Location, logs: Array<LogEntry> }

RunSuccess

Definition
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{ success: true, value: Binary, mimeType: MimeType, encoding?: String, logs: Array<LogEntry> }

RuntimeExecutionConfiguration

Definition
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{ timeOut?: Number, securityManager?: SecurityManager, outputMimeType?: MimeType, writerProperties?: Dictionary<SimpleType> }

SecurityManager

Definition
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(grant: String, args: Array<Any>) -> Boolean

TryResult

Object with a result or error message. If success is false, it contains the error. If true, it provides the result.

Definition
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{ success: Boolean, result?: T, error?: { kind: String, message: String, stack?: Array<String>, location?: String } }