JAXB, SAX, DOM Performance
This post investigates the performance of unmarshalling an XML document to Java objects using a number of different approaches. The XML document is very simple. It contains a collection of Person entities. person0 name0 person1 name1 ... There is a corresponding Person Java object for the Person entity in the XML ... @XmlAccessorType(XmlAccessType.FIELD) @XmlType(name = "", propOrder = { "id", "name" }) public class Person { private String id; private String name; public String getId() { return id; } public void setId(String id) { this.id = id; } public String getName() { return name; } public void setName(String value) { this.name = value; } } and a PersonList object to represent a collection of Persons. @XmlAccessorType(XmlAccessType.FIELD) @XmlRootElement(name = "persons") public class PersonList { @XmlElement(name="person") private List personList = new ArrayList(); public List getPersons() { return personList; } public void setPersons(List persons) { this.personList = persons; } } The approaches investigated were: Various flavours of JAXB SAX DOM In all cases, the objective was to get the entities in the XML document to the corresponding Java objects. The JAXB annotations on the Person and PersonList POJOS are used in the JAXB tests. The same classes can be used in SAX and DOM tests (the annotations will just be ignored). Initially the reference implementations for JAXB, SAX and DOM were used. The Woodstox STAX parsing was then used. This would have been called in some of the JAXB unmarshalling tests. The tests were carried out on my Dell Laptop, a Pentium Dual-Core CPU, 2.1 GHz running Windows 7. Test 1 - Using JAXB to unmarshall a Java File. @Test public void testUnMarshallUsingJAXB() throws Exception { JAXBContext jc = JAXBContext.newInstance(PersonList.class); Unmarshaller unmarshaller = jc.createUnmarshaller(); PersonList obj = (PersonList)unmarshaller.unmarshal(new File(filename)); } Test 1 illustrates how simple the progamming model for JAXB is. It is very easy to go from an XML file to Java objects. There is no need to get involved with the nitty gritty details of marshalling and parsing. Test 2 - Using JAXB to unmarshall a Streamsource Test 2 is similar Test 1, except this time a Streamsource object wraps around a File object. The Streamsource object gives a hint to the JAXB implementation to stream the file. @Test public void testUnMarshallUsingJAXBStreamSource() throws Exception { JAXBContext jc = JAXBContext.newInstance(PersonList.class); Unmarshaller unmarshaller = jc.createUnmarshaller(); StreamSource source = new StreamSource(new File(filename)); PersonList obj = (PersonList)unmarshaller.unmarshal(source); } Test 3 - Using JAXB to unmarshall a StAX XMLStreamReader Again similar to Test 1, except this time an XMLStreamReader instance wraps a FileReader instance which is unmarshalled by JAXB. @Test public void testUnMarshallingWithStAX() throws Exception { FileReader fr = new FileReader(filename); JAXBContext jc = JAXBContext.newInstance(PersonList.class); Unmarshaller unmarshaller = jc.createUnmarshaller(); XMLInputFactory xmlif = XMLInputFactory.newInstance(); XMLStreamReader xmler = xmlif.createXMLStreamReader(fr); PersonList obj = (PersonList)unmarshaller.unmarshal(xmler); } Test 4 - Just use DOM This test uses no JAXB and instead just uses the JAXP DOM approach. This means straight away more code is required than any JAXB approach. @Test public void testParsingWithDom() throws Exception { DocumentBuilderFactory domFactory = DocumentBuilderFactory.newInstance(); DocumentBuilder builder = domFactory.newDocumentBuilder(); Document doc = builder.parse(filename); List personsAsList = new ArrayList(); NodeList persons = doc.getElementsByTagName("person"); for (int i = 0; i persons = new ArrayList(); DefaultHandler handler = new DefaultHandler() { boolean bpersonId = false; boolean bpersonName = false; public void startElement(String uri, String localName,String qName, Attributes attributes) throws SAXException { if (qName.equalsIgnoreCase("id")) { bpersonId = true; Person person = new Person(); persons.add(person); } else if (qName.equalsIgnoreCase("name")) { bpersonName = true; } } public void endElement(String uri, String localName, String qName) throws SAXException { } public void characters(char ch[], int start, int length) throws SAXException { if (bpersonId) { String personID = new String(ch, start, length); bpersonId = false; Person person = persons.get(persons.size() - 1); person.setId(personID); } else if (bpersonName) { String name = new String(ch, start, length); bpersonName = false; Person person = persons.get(persons.size() - 1); person.setName(name); } } }; saxParser.parse(filename, handler); } The tests were run 5 times for 3 files which contain a collection of Person entities. The first first file contained 100 Person entities and was 5K in size. The second contained 10,000 entities and was 500K in size and the third contained 250,000 Person entities and was 15 Meg in size. In no cases was any XSD used, or any validations performed. The results are given in result tables where the times for the different runs are comma separated. TEST RESULTS The tests were first run using JDK 1.6.26, 32 bit and the reference implementation for SAX, DOM and JAXB shipped with JDK was used. Unmarshall Type 100 Persons time (ms) 10K Persons time (ms) 250K Persons time (ms) JAXB (Default) 48,13, 5,4,4 78, 52, 47,50,50 1522, 1457, 1353, 1308,1317 JAXB(Streamsource) 11, 6, 3,3,2 44, 44, 48,45,43 1191, 1364, 1144, 1142, 1136 JAXB (StAX) 18, 2,1,1,1 111, 136, 89,91,92 2693, 3058, 2495, 2472, 2481 DOM 16, 2, 2,2,2 89,50, 55,53,50 1992, 2198, 1845, 1776, 1773 SAX 4, 2, 1,1,1 29, 34, 23,26,26 704, 669, 605, 589,591 JDK 1.6.26 Test comments The first time unmarshalling happens is usually the longest. The memory usage for the JAXB and SAX is similar. It is about 2 Meg for the file with 10,000 persons and 36 - 38 Meg file with 250,000. DOM Memory usage is far higher. For the 10,000 persons file it is 6 Meg, for the 250,000 person file it is greater than 130 Meg. The performance times for pure SAX are better. Particularly, for very large files. The exact same tests were run again, using the same JDK (1.6.26) but this time the Woodstox implementation of StAX parsing was used. Unmarshall Type 100 Persons time (ms) 10K Persons time (ms) 250K Persons time (ms) JAXB (Default) 48,13, 5,4,4 78, 52, 47,50,50 1522, 1457, 1353, 1308,1317 JAXB(Streamsource) 11, 6, 3,3,2 44, 44, 48,45,43 1191, 1364, 1144, 1142, 1136 JAXB (StAX) 18, 2,1,1,1 111, 136, 89,91,92 2693, 3058, 2495, 2472, 2481 DOM 16, 2, 2,2,2 89,50, 55,53,50 1992, 2198, 1845, 1776, 1773 SAX 4, 2, 1,1,1 29, 34, 23,26,26 704, 669, 605, 589,591 JDK 1.6.26 + Woodstox test comments Again, the first time unmarshalling happens is usually proportionally longer. Again, memory usage for SAX and JAXB is very similar. Both are far better than DOM. The results are very similar to Test 1. The JAXB (StAX) approach time has improved considerably. This is due to the Woodstox implementation of StAX parsing being used. The performance times for pure SAX are still the best. Particularly for large files. The the exact same tests were run again, but this time I used JDK 1.7.02 and the Woodstox implementation of StAX parsing. Unmarshall Type 100 Persons time (ms) 10,000 Persons time (ms) 250,000 Persons time (ms) JAXB (Default) 165,5, 3, 3,5 611,23, 24, 46, 28 578, 539, 511, 511, 519 JAXB(Streamsource) 13,4, 3, 4, 3 43,24, 21, 26, 22 678, 520, 509, 504, 627 JAXB (StAX) 21,1,0, 0, 0 300,69, 20, 16, 16 637, 487, 422, 435, 458 DOM 22,2,2,2,2 420,25, 24, 23, 24 1304, 807, 867, 747, 1189 SAX 7,2,2,1,1 169,15, 15, 19, 14 366, 364, 363, 360, 358 JDK 7 + Woodstox test comments: The performance times for JDK 7 overall are much better. There are some anomolies - the first time the 100 persons and the 10,000 person file is parsed. The memory usage is slightly higher. For SAX and JAXB it is 2 - 4 Meg for the 10,000 persons file and 45 - 49 Meg for the 250,000 persons file. For DOM it is higher again. 5 - 7.5 Meg for the 10,000 person file and 136 - 143 Meg for the 250,000 persons file. Note: W.R.T. all tests No memory analysis was done for the 100 persons file. The memory usage was just too small and so it would have pointless information. The first time to initialise a JAXB context can take up to 0.5 seconds. This was not included in the test results as it only took this time the very first time. After that the JVM initialises context very quickly (consistly < 5ms). If you notice this behaviour with whatever JAXB implementation you are using, consider initialising at start up. These tests are a very simple XML file. In reality there would be more object types and more complex XML. However, these tests should still provide a guidance. Conclusions: The peformance times for pure SAX are slightly better than JAXB but only for very large files. Unless you are using very large files the performance differences are not worth worrying about. The progamming model advantages of JAXB win out over the complexitiy of the SAX programming model. Don't forget JAXB also provides random accses like DOM does. SAX does not provide this. Performance times look a lot better with Woodstox, if JAXB / StAX is being used. Performance times with 64 bit JDK 7 look a lot better. Memory usuage looks slightly higher. From http://dublintech.blogspot.com/2011/12/jaxb-sax-dom-performance.html
December 31, 2011
by Alex Staveley
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