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								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								title: Data Processing with GraalJS
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								sidebar_label: Java + GraalJS
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								pagination_prev: demos/bigdata/index
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
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								---
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								import current from '/version.js';
							 
						 
					
						
							
								
									
										
										
										
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								import Tabs from '@theme/Tabs';
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								import TabItem from '@theme/TabItem';
							 
						 
					
						
							
								
									
										
										
										
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								import CodeBlock from '@theme/CodeBlock';
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								[GraalJS ](https://www.graalvm.org/latest/reference-manual/js/ ) is a JS engine
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								for Java. The project offers a JSR-223 compliant OpenJDK-compatible build.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								[SheetJS ](https://sheetjs.com ) is a JavaScript library for reading and writing
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								data from spreadsheets.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								The ["Complete Example" ](#complete-example ) section includes a complete Java
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								command-line tool for reading data from spreadsheets and printing CSV rows.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								:::info pass
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								The Java packages used in this demo are covered under open source licenses. The
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								Universal Permissive License covers most of the packages, while `icu4j`  uses
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								a different, yet still permissive, license.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								:::
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								## Integration Details
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								:::info pass
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								When this demo was last tested, raw byte arrays could not be passed to GraalJS.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								**This is a limitation of the default GraalJS behavior.**
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								Instead, this demo uses Nashorn Compatibility Mode[^1] through a runtime flag:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```js
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								java -Dpolyglot.js.nashorn-compat=true ...
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								:::
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								The [Nashorn demo ](/docs/demos/engines/nashorn ) code and explanation applies to
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								JSR-223 compatible `ScriptEngine`  implementations, including GraalJS.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								## Complete Example
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								:::note Tested Deployments
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								This demo was tested in the following deployments:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| OpenJDK | GraalJS | Date       |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								|:--------|:--------|:-----------|
							 
						 
					
						
							
								
									
										
										
										
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								| 24.0.1  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 23.0.2  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 22.0.2  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 21.0.7  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 20.0.2  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 19.0.2  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 18.0.2  | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								| 17.0.15 | 24.2.1  | 2025-05-06 |
							 
						 
					
						
							
								
									
										
										
										
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								:::
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								### Compilation
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								0) Download GraalJS and its dependencies:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
									
										
										
										
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								curl -LO "https://repo1.maven.org/maven2/org/graalvm/js/js-scriptengine/24.2.1/js-scriptengine-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/js/js-language/24.2.1/js-language-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/polyglot/polyglot/24.2.1/polyglot-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/sdk/collections/24.2.1/collections-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/truffle/truffle-api/24.2.1/truffle-api-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/sdk/nativeimage/24.2.1/nativeimage-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/shadowed/icu4j/24.2.1/icu4j-24.2.1.jar"
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO "https://repo1.maven.org/maven2/org/graalvm/regex/regex/24.2.1/regex-24.2.1.jar"
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								1) Download the SheetJS Standalone script, shim script and test file. Move all
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								three files to the project directory:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< ul >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < a  href = {`https://cdn.sheetjs.com/xlsx-${current}/package/dist/xlsx.full.min.js`} > xlsx.full.min.js< / a > < / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < a  href = {`https://cdn.sheetjs.com/xlsx-${current}/package/dist/shim.min.js`} > shim.min.js< / a > < / li >  
						 
					
						
							
								
									
										
										
										
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								< li > < a  href = "https://docs.sheetjs.com/pres.xlsx" > pres.xlsx< / a > < / li >  
						 
					
						
							
								
									
										
										
										
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								< / ul >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< CodeBlock  language = "bash" > {`\ 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO https://cdn.sheetjs.com/xlsx-${current}/package/dist/xlsx.full.min.js
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO https://cdn.sheetjs.com/xlsx-${current}/package/dist/shim.min.js
							 
						 
					
						
							
								
									
										
										
										
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								curl -LO https://docs.sheetjs.com/pres.xlsx`}
							 
						 
					
						
							
								
									
										
										
										
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								< / CodeBlock >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								2) Download [`SheetJSNashorn.java` ](pathname:///nashorn/SheetJSNashorn.java ):
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								curl -LO https://docs.sheetjs.com/nashorn/SheetJSNashorn.java
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								3) Build the sample class:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								javac SheetJSNashorn.java
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								This program tries to parse the file specified by the first argument and prints
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								CSV rows from the first worksheet.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								### Standalone Test
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								4) Run the command directly:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								< Tabs  groupId = "os" >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < TabItem  value = "unix"  label = "Linux/MacOS" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
									
										
										
										
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								java -cp ".:js-scriptengine-24.2.1.jar:js-language-24.2.1.jar:polyglot-24.2.1.jar:collections-24.2.1.jar:truffle-api-24.2.1.jar:nativeimage-24.2.1.jar:icu4j-24.2.1.jar:regex-24.2.1.jar" -Dpolyglot.js.nashorn-compat=true SheetJSNashorn pres.xlsx
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < / TabItem > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < TabItem  value = "win"  label = "Windows" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								```bash
							 
						 
					
						
							
								
									
										
										
										
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								java -cp ".;js-scriptengine-24.2.1.jar;js-language-24.2.1.jar;polyglot-24.2.1.jar;collections-24.2.1.jar;truffle-api-24.2.1.jar;nativeimage-24.2.1.jar;icu4j-24.2.1.jar;regex-24.2.1.jar" -D"polyglot.js.nashorn-compat=true" SheetJSNashorn pres.xlsx
							 
						 
					
						
							
								
									
										
										
										
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								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								  < / TabItem > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< / Tabs >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								If successful, CSV rows from the first worksheet will be displayed.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								### Java Archive Test
  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								5) Assemble a Java Archive:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								jar -cf SheetJSNashorn.jar SheetJSNashorn.class xlsx.full.min.js shim.min.js
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								6) Create new directory and copy the archives and test file:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								mkdir -p sheethorn
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								cp *.jar pres.xlsx sheethorn
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								cd sheethorn
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								7) Run the program using the Java Archive:
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								< Tabs  groupId = "os" >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < TabItem  value = "unix"  label = "Linux/MacOS" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								```bash
							 
						 
					
						
							
								
									
										
										
										
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								java -cp ".:js-scriptengine-24.2.1.jar:js-language-24.2.1.jar:polyglot-24.2.1.jar:collections-24.2.1.jar:truffle-api-24.2.1.jar:nativeimage-24.2.1.jar:icu4j-24.2.1.jar:regex-24.2.1.jar:SheetJSNashorn.jar" -Dpolyglot.js.nashorn-compat=true  SheetJSNashorn pres.xlsx
							 
						 
					
						
							
								
									
										
										
										
											2024-03-26 07:33:37 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < / TabItem > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < TabItem  value = "win"  label = "Windows" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								```bash
							 
						 
					
						
							
								
									
										
										
										
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								java -cp ".;js-scriptengine-24.2.1.jar;js-language-24.2.1.jar;polyglot-24.2.1.jar;collections-24.2.1.jar;truffle-api-24.2.1.jar;nativeimage-24.2.1.jar;icu4j-24.2.1.jar;regex-24.2.1.jar;SheetJSNashorn.jar" -D"polyglot.js.nashorn-compat=true"  SheetJSNashorn pres.xlsx
							 
						 
					
						
							
								
									
										
										
										
											2024-03-24 08:06:44 +00:00 
										
									 
								 
							 
							
								
							 
							
								 
							
							
								```
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								  < / TabItem > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< / Tabs >  
						 
					
						
							
								
									
										
										
										
											2024-03-24 08:06:44 +00:00 
										
									 
								 
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								This should print the same CSV rows from Step 4.
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								[^1]: See ["Nashorn Compatibility Mode" ](https://www.graalvm.org/latest/reference-manual/js/NashornMigrationGuide/#nashorn-compatibility-mode ) in the GraalJS documentation.