對lua表的優化最終達到一個可以接受的地步
阿新 • • 發佈:2017-10-11
總結 ray 大小 key 包括 .com 最好的 緩存 分表 這種通過在table中插入多個table的方式,每個子table為hash的存儲方式。仔細分析一下存儲的類型,對於table而言,其基本的存儲方式分為hash和array兩種方式。hash的存儲會有較快的讀取操作,但是會帶來更多的內存占用,因為其需要申請內存來存儲key值,不單單只存儲value值。對於array的存儲方式,lua在底層的實現的時候,並不是我們常見的采用2的冪次的大小來存儲,也就是,不是采用2,4,8,16,32...這種大小的存儲,而是實際的根據數組的大小來分配對應的大小數組。這是後面一次優化中,通過實現設置對應大小的數組來分配內存,發現對比並沒有對應的優化,後來查看源碼才發現其數組的分配規則。
最初版本的所有lua導出表都采用hash的存儲方式,那麽可以想象有多大的內存占用~大概在50M左右~這是一個非常可怕的內存占用,如果在遊戲加載的過程中,需要加載這麽大的配置表,那麽遊戲加載會有多緩慢,可以體會一下 :D
2、初次優化的導表
其實,最開始引起我們關註的並不是其存儲方式,而是策劃配置的某些excel表過於巨大,某些單一的表就會大到幾M的數量級,分析其中的數據,很多數據並不是反復分散變化的,而是集中在較多的幾個高頻中,這就引申出一種優化的策略:提取高頻的配置作為默認配置,少數低頻的配置采用對應的配置,這樣就可以得到對應的一個內存優化。具體的優化策略可以詳見我的這篇文章:table重構index方法優化內存。
這篇文章的基本思想,就是通過重構和提前高頻的方法,緩存高頻,每次查找的時候,默認去高頻中查找,如果沒有,則走自身的查找。可以查看文章中的對比存儲方法,寫的比較詳細。
采用這種優化方法後,整體的lua導出表得到大大的優化,整體縮減了接近20M左右,可見我們的策劃有多喜歡配置同樣的配置 Orz
3、進一步的優化導表
通過上面的一次優化後,我們大大的優化了遊戲的lua表內存占用,整體遊戲在加載的時候,lua表統計的內存占用在30M左右。如果我們只滿足於這一點,那麽就不會有下一步的優化了。後續在第二次的優化上,我還進行了一些特定的優化,但是都沒有太過於亮眼的優化,包括前面提到的用array的方式代替hash存儲,也研究過設置array的大小,不采用2的冪次大小分配內存,事實的統計顯示其實lua本身的內存分配就是采用 按需分配的,不會過多的分配內存。
最好的優化方法,就是多和別人交流,這是我對自己優化的一個另類總結吧。在上一次的優化後,都沒有太大的性能提升,但是這部分的內存占用又一直處於一個比較大的部分,後來在和其他項目組交流的時候,提供了一種靜態加載的實現思路。對於lua導出表,可以用一種靜態分表加載的方式。特別是對於占用內存比較大的一些表(具體每個表的占用可以做一個內存統計排序),可以分開成多份,這樣在最初的遊戲加載的時候,加載的是頭文件部分,這部分是不包含具體的配置表信息的,具體的配置表信息存放在分表文件夾中。在實際使用的時候,比如將技能表分為part1-20,每個分表大小100,定位要獲取id為1001的技能的配置,這時候去加載其對應的分表part11, 加載進來後定位取到1001的技能配置,這樣就不會多余的加載part12-20這部分的數據表。
通過靜態分表加載的方式,遊戲在最初加載lua表的時候,對於分表實現的lua表大大降低了遊戲的內存占用,效率提升非常明顯,內存占用縮小到20M左右=。=
基於這樣的實現方式,進一步分析,其實這些lua表並不需要在遊戲啟動的時候加載,只需要在每次第一次使用相關表的時候加載,再加載進來,同時對於大的內存表進行分塊加載,綜合這樣的實現方式,對lua表的優化最終達到一個可以接受的地步。
二、3D模型的優化
在3D遊戲中,美術在3DMAX中做完遊戲模型的相關建模和動畫後,會導入到unity中作為遊戲資源。通常,這樣的美術資源是含有冗余的資源,可以在unity中對這些冗余的資源進行優化,降低美術資源的內存占用。這兒我例舉兩種美術資源相關的優化:模型UV的優化和動畫animation冗余節點的優化。
1、模型UV的優化
一半導入unity的角色模型,都含有冗余的多套UV,對於這些對於的UV,我們是可以用一定的方法來實現剔除的。由於u3d中模型的類型為FBX類型,所遇需要采用FBX SDK,結合FBX SDK的API進行UV的剔除。這兒給出一個FBX SDK的官網。
FBX SDK的官網給出了兩種實現方法:C++和python,對應的都有詳細的API講解和例子。我主要采用python的方法,搭建基本的pyhton環境後,就可以查看相關的API接口,從而實現對應的代碼編寫。具體代碼由於保密我就不提供了,我可以給出相關的實現思路:首先是查找到指定文件夾下的所有FBX文件,然後對於這些FBX文件進行讀取,獲取其下面的所有節點,對於每一個節點,讀取其屬性,如果屬性包含UV,則讀取UV的數量,如果數量大於1,則說明有多余的UV,則將其移除,然後保存。
通過移除多余的UV,可以實現對FBX文件的一次"瘦身",從而降低美術資源對遊戲內存的占用。如果有什麽需要交流的,可以在下面留言進一步討論。
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對lua表的優化最終達到一個可以接受的地步