目前我正在開發一個使用Neo4j的web應用程序。我們的應用程序需要部署在Tomcat環境中(客戶需求)。我們決定嵌入Neo4j,因爲這樣我們可以使用Neo4j提供的Java API,它更易於部署,並且性能得到改善。但是,我們還需要訪問REST API,因爲我們有一個使用Angular編寫的單頁web應用程序,目前正在使用此接口。但是,嵌入式Neo4j數據庫不公開REST API。 Neo4j服務器工件包含可以使用嵌入式圖形數據庫引導碼頭服務器的代碼。所以我們的Tomcat webapp啓動了一個Jetty服務器。我們可以通過在一個端口(8080)上部署Tomcat的webapp以及在另一個端口(7474)上的Neo4j REST接口和Neo4j瀏覽器來訪問graphDb。雖然這有點奇怪,但它工作正常,除了當我們試圖阻止我們的Web應用程序(例如重新部署)。當關閉我們的web應用程序,我們收到這些錯誤從Tomcat:無法關閉Tomcat內的Neo4j Jetty服務器webapp
SEVERE: The web application [/chainmonitor] appears to have started a thread named [GC-Monitor] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [RRD4J Sync Pool [Thread-1]] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [Statistics Gatherer[primitives]] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [pool-1-thread-1] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [pool-1-thread-2] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [DateCache] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-31-selector-3] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-32-selector-0] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-33-selector-1] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-34-selector-2] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-35-selector-4] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-36-selector-5] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [[email protected]{HTTP/1.1}{localhost:7474}] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [[email protected]{HTTP/1.1}{localhost:7474}] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [HashSessionScavenger-0] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader clearReferencesThreads
SEVERE: The web application [/chainmonitor] appears to have started a thread named [qtp835579386-54] but has failed to stop it. This is very likely to create a memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [org.eclipse.jetty.http.HttpFields$1] (value [[email protected]]) and a value of type [org.eclipse.jetty.http.HttpFields.DateGenerator] (value [[email protected]]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:17 PM org.apache.catalina.loader.WebappClassLoader checkThreadLocalMapForLeaks
SEVERE: The web application [/chainmonitor] created a ThreadLocal with key of type [scala.util.DynamicVariable$$anon$1] (value [[email protected]]) and a value of type [java.lang.Integer] (value [0]) but failed to remove it when the web application was stopped. Threads are going to be renewed over time to try and avoid a probable memory leak.
jun 10, 2014 6:43:27 PM org.apache.catalina.startup.HostConfig undeploy
INFO: Undeploying context [/chainmonitor]
jun 10, 2014 6:43:27 PM org.apache.catalina.startup.ExpandWar deleteDir
SEVERE: [C:\dev\apache-tomcat-7.0.54\webapps\chainmonitor\WEB-INF\lib] could not be completely deleted. The presence of the remaining files may cause problems
jun 10, 2014 6:43:27 PM org.apache.catalina.startup.ExpandWar deleteDir
SEVERE: [C:\dev\apache-tomcat-7.0.54\webapps\chainmonitor\WEB-INF] could not be completely deleted. The presence of the remaining files may cause problems
jun 10, 2014 6:43:27 PM org.apache.catalina.startup.ExpandWar deleteDir
SEVERE: [C:\dev\apache-tomcat-7.0.54\webapps\chainmonitor] could not be completely deleted. The presence of the remaining files may cause problems
jun 10, 2014 6:43:27 PM org.apache.catalina.startup.ExpandWar delete
SEVERE: [C:\dev\apache-tomcat-7.0.54\webapps\chainmonitor] could not be completely deleted. The presence of the remaining files may cause problems
我們的pom.xml如下:
<dependency>
<groupId>org.neo4j</groupId>
<artifactId>neo4j</artifactId>
<version>2.0.3</version>
</dependency>
<dependency>
<groupId>org.neo4j.app</groupId>
<artifactId>neo4j-server</artifactId>
<version>2.0.3</version>
</dependency>
這是我們如何啓動嵌入式數據庫並啓動碼頭服務器:
graphDb = (EmbeddedGraphDatabase) new GraphDatabaseFactory().
newEmbeddedDatabaseBuilder(dataDir).loadPropertiesFromURL(Neo4jPropertiesUrl).newGraphDatabase();
bootstrapper = new WrappingNeoServerBootstrapper(graphDb);
當前neo4j-server.properties爲空。我沒有嘗試過很多不同的配置,但是這樣做似乎不成問題。
這是我們如何停止嵌入式數據庫和碼頭服務器:
@Override
public void contextDestroyed(ServletContextEvent event) {
graphDb.shutdown();
bootstrapper.stop();
}
這顯然是Tomcat的內存泄漏防護(http://wiki.apache.org/tomcat/MemoryLeakProtection)引起的。
結果是我們的webapp只能通過完全殺死Tomcat進程(kill -9)來重新部署,這是非常不可取的。
我們已經嘗試了一堆東西:
- 沒有關閉嵌入式grapbDb。沒有效果。
- 未明確關閉引導程序。沒有效果。 (引導程序有自己的關閉鉤子)
- 先關閉引導程序,然後關閉嵌入式數據庫。
- 線程免責:https://github.com/Neo4j/Neo4j/issues/1070。代碼運行並移除了59個線程本地值,但沒有明顯效果。有趣的是,當我在停機期間循環運行一分鐘時,它一直說它將6個值固定。對我來說,這表明這個過程根本不起作用,因爲Neo4j在關機時需要一些時間。
- 關機後延遲。我們嘗試這樣做的原因是因爲在tomcat收到關閉信號後,我們需要等待幾秒鐘才能真正殺死進程,否則我們在下一次啓動時出現錯誤,表明我們的圖形數據已損壞(消息沒有被正確關閉)。延遲5秒以上似乎也有影響,因爲之後我們只得到6次嚴重錯誤而不是16次。這也是爲什麼我認爲焚燒過程根本不起作用的原因。
- 我們嘗試將我們的嵌入式Neo4j添加到集羣,因此可以同時使用REST API和嵌入式Neo4j。然而,經過大約四個小時試圖讓這個工作,我們放棄了。在嵌入式Neo4j數據庫的啓動過程中,我們的web應用程序剛剛凍結。經過一些調試後,它非常像Neo4j代碼中的死鎖。我們嘗試將所有HA超時配置設置爲一些較小的值,但不起作用。
該問題是由Neo4j碼頭服務器引起的。沒有它,這個問題不會出現。儘管我們需要REST API。你知道我們如何解決這個問題嗎?或者您有沒有其他方法可以在Tomcat環境中使用嵌入式數據庫和REST API?
我們使用:
- 的Java:1.7.0_60
- 的Tomcat 7.0.54
- 的Neo4j:2.0.3(我們已經嘗試2.1.1,但得到完全相同的結果)
- 在Windows 7和Linux上觀察到相同的問題Redhat
如果您「需要」Neo4j REST API,那麼您應該運行Neo4j服務器。請注意,Neo4j服務器支持非託管擴展,它們是Java代碼並且可以完全訪問Java API。 Neo4j服務器負責通過與REST API使用的相同的HTTP服務器提供對這些API的訪問。 –