scala - 为什么即使在未使用的情况下，我也会在 Heroku 上收到内存配额超出错误？ (play2/scala)

Question

只是坐在没有请求的情况下，我的内存不断增加，最终超出了内存配额。有很多事情我不明白。

1. 为什么没有请求时内存使用量不断增加？
2. “进程运行内存”的值从何而来(据我所知，这似乎不是堆和非堆使用情况中数字的任何组合的总和)。
3. 即使我有推荐的 JAVA_OPTS: -Xmx384m -Xss512k -XX:+UseCompressedOops -javaagent:heroku-javaagent-1.2.jar=stdout=true，为什么它仍然超出？

这是日志文件的示例

app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 275M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 276M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 277M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 277M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 278M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 212M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 213M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 213M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
app/web.1:  heroku-javaagent: JVM Memory Usage     (Heap): used: 214M committed: 349M max:349M 
app/web.1:  heroku-javaagent: JVM Memory Usage (Non-Heap): used: 37M committed: 37M max:219M 
app/web.1:  heroku-javaagent: JVM Threads                : total: 37 daemon: 7 non-daemon: 21 internal: 9 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 
heroku/web.1:  Process running mem=517M(101.1%) 
heroku/web.1:  Error R14 (Memory quota exceeded) 

Answer 1

这个问题不应该是 Heroku 特有的，并且应该(理想情况下)能够在本地重现。首先，我建议以与 Heroku 运行应用程序相同的方式在本地运行应用程序:

• 运行sbt clean compile stage创建target/start启动器
• 使用 target/start -Dhttp.port=$PORT $JAVA_OPTS 启动您的应用(将 PORT 设置为您想要的任何内容)

然后我会使用内存分析器，例如 VisualVM ，附加到本地运行的应用程序以查看发生了什么。

如果这不起作用或者您想更好地了解 Heroku 上的内存使用情况，我建议启用 log-runtime-metrics 。这也可以与 Log2Viz 一起使用获得实时内存可视化。