实现特性-记忆问题？

Question

我正在尝试干的我的代码，我第一次用traits来增强我的enums。

我想要做的是:对于给定的字符串数组，查找所有匹配至少一个关键字(不区分大小写)的枚举。

下面的代码似乎运行良好，但我认为当方法getSymbolFromIndustries被调用数千次时，它会产生内存泄漏。

下面是运行大约10分钟后从VisualVM获取的信息，列Live在每次快照之后总是在增加，并且与第二行相比，条目的数量是如此巨大……

​

我的堆大小也一直在增加..。

​

特点：

trait BasedOnCategories {
    String[] categories
    
    static getSymbolFromIndustries(Collection<String> candidates) {
        values().findAll {
            value -> !value.categories.findAll {
                categorie -> candidates.any {
                    candidate -> categorie.equalsIgnoreCase(candidate)
                }
            }
            .unique()
            .isEmpty()
        }
    }
}

实现trait的多个枚举之一

enum KTC implements BasedOnCategories, BasedOnValues {
    KTC_01([
            'industries': ['Artificial Intelligence','Machine Learning','Intelligent Systems','Natural Language Processing','Predictive Analytics','Google Glass','Image Recognition', 'Apps' ],
            'keywords': ['AI','Voice recognition']
    ]),
    // ... more values
    KTC_43 ([
            'industries': ['Fuel','Oil and Gas','Fossil Fuels'],
            'keywords': ['Petroleum','Oil','Petrochemicals','Hydrocarbon','Refining']
    ]),
    // ... more values
    KTC_60([
            'industries': ['App Discovery','Apps','Consumer Applications','Enterprise Applications','Mobile Apps','Reading Apps','Web Apps','App Marketing','Application Performance Management', 'Apps' ],
            'keywords': ['App','Application']
    ])

    KTC(value) {
        this.categories = value.industries
        this.keywords = value.keywords
    }

我的数据驱动测试

    def "GetKTCsFromIndustries"(Collection<String> actual, Enum[] expected) {
        expect:
        assert expected == KTC.getSymbolFromIndustries(actual)

        where:
        actual                                              | expected
        [ 'Oil and Gas' ]                                   | [KTC.KTC_43]
        [ 'oil and gas' ]                                   | [KTC.KTC_43]
        [ 'oil and gas', 'Fossil Fuels' ]                   | [KTC.KTC_43]
        [ 'oil and gas', 'Natural Language Processing' ]    | [KTC.KTC_01, KTC.KTC_43]
        [ 'apps' ]                                          | [KTC.KTC_01, KTC.KTC_60]
        [ 'xyo' ]                                           | []
    }

我的问题：

• 如果有人有线索帮我解决这些漏洞..。
• 是否有更优雅的方法来编写getSymbolFromIndustries方法？

谢谢。

Answer 1

不确定性能问题，但我会像这样重新设计你的特质：

https://groovyconsole.appspot.com/script/5205045624700928

trait BasedOnCategories {

    Set<String> categories
    
    void setCategories( Collection<String> cats ) {
        categories = new HashSet( cats*.toLowerCase() ).asImmutable()
    }

    @groovy.transform.Memoized
    static getSymbolFromIndustries(Collection<String> candidates) {
        def lowers = candidates*.toLowerCase()
        values().findAll{ value -> !lowers.disjoint( value.categories ) }
    }
}

现在剩下的上下文

trait BasedOnValues {
    Set<String> keywords
}

enum KTC implements BasedOnCategories, BasedOnValues  {
    KTC_01([
            'industries': ['Artificial Intelligence','Machine Learning','Intelligent Systems','Natural Language Processing','Predictive Analytics','Google Glass','Image Recognition'],
            'keywords': ['AI','Voice recognition']
    ]),
    // ... more values
    KTC_43 ([
            'industries': ['Fuel','Oil and Gas','Fossil Fuels'],
            'keywords': ['Petroleum','Oil','Petrochemicals','Hydrocarbon','Refining']
    ]),
    // ... more values
    KTC_60([
            'industries': ['App Discovery','Apps','Consumer Applications','Enterprise Applications','Mobile Apps','Reading Apps','Web Apps','App Marketing','Application Performance Management'],
            'keywords': ['App','Application']
    ])

    KTC(value) {
        this.categories = value.industries
        this.keywords = value.keywords
    }
}

// some tests

[
    [ [ 'Oil and Gas' ], [KTC.KTC_43] ],
    [ [ 'oil and gas' ], [KTC.KTC_43] ],
    [ [ 'oil and gas', 'Fossil Fuels' ], [KTC.KTC_43] ],
    [ [ 'oil and gas', 'Natural Language Processing' ], [KTC.KTC_01, KTC.KTC_43] ],
    [ [ 'xyo' ], [] ],
].each{
    assert KTC.getSymbolFromIndustries( it[ 0 ] ) == it[ 1 ]
}

然后衡量业绩